release v1.6.9

CURRENT_CHANGE.md

@@ -1,9 +1,43 @@
 ## Changes
 
-- abc music inference support
-- basic abc frontend support
+### Upgrades
+
+- web-rwkv-py 0.1.2 (Support V4, V5 and V6) https://github.com/cryscan/web-rwkv-py
+- webgpu 0.3.13 https://github.com/cgisky1980/ai00_rwkv_server
+
+### Features
+
+- add markdown renderer switch
+- allow loading conversation
+- allow setting history message number
+- expose penalty_decay, top_k
+- add AVOID_PENALTY_TOKENS
+- add [parse_api_log.py](https://github.com/josStorer/RWKV-Runner/blob/master/parse_api_log.py), this script can extract
+  formatted data from api.log
+
+### Improvements
+
+- improve macos experience
+- improve fine-tune performance
+- add better custom tokenizer support and tokenizer-midipiano.json
+- improve path processing
+- add EOS state cache point
+- reduce package size
+
+### Fixes
+
+- fix WSL2 WindowsOptionalFeature: Microsoft-Windows-Subsystem-Linux -> VirtualMachinePlatform
 - fix finetune errorsMap ($modelInfo)
 
+### Chores
+
+- update defaultPresets
+- update defaultModelConfigs
+- rename manifest tag "Main" -> "Official"
+- update manifest.json
+- update Related Repositories
+- other minor changes
+
 ## Install
 
 - Windows: https://github.com/josStorer/RWKV-Runner/blob/master/build/windows/Readme_Install.txt

Makefile

@@ -8,7 +8,8 @@ endif
 
 build-windows:
 	@echo ---- build for windows
-	wails build -upx -ldflags '-s -w -extldflags "-static"' -platform windows/amd64
+	wails build -ldflags '-s -w -extldflags "-static"' -platform windows/amd64
+	upx -9 --lzma ./build/bin/RWKV-Runner.exe
 
 build-macos:
 	@echo ---- build for macos
@@ -16,7 +17,8 @@ build-macos:
 
 build-linux:
 	@echo ---- build for linux
-	wails build -upx -ldflags '-s -w' -platform linux/amd64
+	wails build -ldflags '-s -w' -platform linux/amd64
+	upx -9 --lzma ./build/bin/RWKV-Runner
 
 build-web:
 	@echo ---- build for web

README.md

@@ -231,10 +231,12 @@ computer keyboard as MIDI input.
 - ChatRWKV: https://github.com/BlinkDL/ChatRWKV
 - RWKV-LM: https://github.com/BlinkDL/RWKV-LM
 - RWKV-LM-LoRA: https://github.com/Blealtan/RWKV-LM-LoRA
+- RWKV-v5-lora: https://github.com/JL-er/RWKV-v5-lora
 - MIDI-LLM-tokenizer: https://github.com/briansemrau/MIDI-LLM-tokenizer
 - ai00_rwkv_server: https://github.com/cgisky1980/ai00_rwkv_server
 - rwkv.cpp: https://github.com/saharNooby/rwkv.cpp
 - web-rwkv-py: https://github.com/cryscan/web-rwkv-py
+- web-rwkv: https://github.com/cryscan/web-rwkv
 
 ## Preview
 

README_JA.md

@@ -228,10 +228,12 @@ MIDIキーボードをお持ちでない場合、`Virtual Midi Controller 3 LE`
 - ChatRWKV: https://github.com/BlinkDL/ChatRWKV
 - RWKV-LM: https://github.com/BlinkDL/RWKV-LM
 - RWKV-LM-LoRA: https://github.com/Blealtan/RWKV-LM-LoRA
+- RWKV-v5-lora: https://github.com/JL-er/RWKV-v5-lora
 - MIDI-LLM-tokenizer: https://github.com/briansemrau/MIDI-LLM-tokenizer
 - ai00_rwkv_server: https://github.com/cgisky1980/ai00_rwkv_server
 - rwkv.cpp: https://github.com/saharNooby/rwkv.cpp
 - web-rwkv-py: https://github.com/cryscan/web-rwkv-py
+- web-rwkv: https://github.com/cryscan/web-rwkv
 
 ## Preview
 

README_ZH.md

@@ -210,10 +210,12 @@ for i in np.argsort(embeddings_cos_sim)[::-1]:
 - ChatRWKV: https://github.com/BlinkDL/ChatRWKV
 - RWKV-LM: https://github.com/BlinkDL/RWKV-LM
 - RWKV-LM-LoRA: https://github.com/Blealtan/RWKV-LM-LoRA
+- RWKV-v5-lora: https://github.com/JL-er/RWKV-v5-lora
 - MIDI-LLM-tokenizer: https://github.com/briansemrau/MIDI-LLM-tokenizer
 - ai00_rwkv_server: https://github.com/cgisky1980/ai00_rwkv_server
 - rwkv.cpp: https://github.com/saharNooby/rwkv.cpp
 - web-rwkv-py: https://github.com/cryscan/web-rwkv-py
+- web-rwkv: https://github.com/cryscan/web-rwkv
 
 ## Preview
 

backend-golang/app.go

@@ -1,7 +1,9 @@
 package backend_golang
 
 import (
+	"archive/zip"
 	"bufio"
+	"bytes"
 	"context"
 	"errors"
 	"io"
@@ -10,6 +12,7 @@ import (
 	"os/exec"
 	"path/filepath"
 	"runtime"
+	"strings"
 	"syscall"
 	"time"
 
@@ -23,6 +26,7 @@ type App struct {
 	ctx           context.Context
 	HasConfigData bool
 	ConfigData    map[string]any
+	Dev           bool
 	exDir         string
 	cmdPrefix     string
 }
@@ -39,10 +43,20 @@ func (a *App) OnStartup(ctx context.Context) {
 	a.exDir = ""
 	a.cmdPrefix = ""
 
-	if runtime.GOOS == "darwin" {
-		ex, _ := os.Executable()
-		a.exDir = filepath.Dir(ex) + "/../../../"
-		a.cmdPrefix = "cd " + a.exDir + " && "
+	ex, err := os.Executable()
+	if err == nil {
+		if runtime.GOOS == "darwin" {
+			a.exDir = filepath.Dir(ex) + "/../../../"
+			a.cmdPrefix = "cd " + a.exDir + " && "
+		} else {
+			a.exDir = filepath.Dir(ex) + "/"
+			a.cmdPrefix = "cd " + a.exDir + " && "
+		}
+		if a.Dev {
+			a.exDir = ""
+		} else {
+			os.Chdir(a.exDir)
+		}
 	}
 
 	os.Chmod(a.exDir+"backend-rust/webgpu_server", 0777)
@@ -50,9 +64,9 @@ func (a *App) OnStartup(ctx context.Context) {
 	os.Mkdir(a.exDir+"models", os.ModePerm)
 	os.Mkdir(a.exDir+"lora-models", os.ModePerm)
 	os.Mkdir(a.exDir+"finetune/json2binidx_tool/data", os.ModePerm)
-	trainLogPath := a.exDir + "lora-models/train_log.txt"
+	trainLogPath := "lora-models/train_log.txt"
 	if !a.FileExists(trainLogPath) {
-		f, err := os.Create(trainLogPath)
+		f, err := os.Create(a.exDir + trainLogPath)
 		if err == nil {
 			f.Close()
 		}
@@ -149,6 +163,7 @@ func (a *App) UpdateApp(url string) (broken bool, err error) {
 	ticker := time.NewTicker(250 * time.Millisecond)
 	defer ticker.Stop()
 
+	// update progress
 	go func() {
 		for {
 			<-ticker.C
@@ -168,13 +183,35 @@ func (a *App) UpdateApp(url string) (broken bool, err error) {
 			}
 		}
 	}()
-	err = selfupdate.Apply(pr, selfupdate.Options{})
+
+	var updateFile io.Reader = pr
+	// extract macos binary from zip
+	if strings.HasSuffix(url, ".zip") && runtime.GOOS == "darwin" {
+		zipBytes, err := io.ReadAll(pr)
+		if err != nil {
+			return false, err
+		}
+		archive, err := zip.NewReader(bytes.NewReader(zipBytes), int64(len(zipBytes)))
+		if err != nil {
+			return false, err
+		}
+		file, err := archive.Open("RWKV-Runner.app/Contents/MacOS/RWKV-Runner")
+		if err != nil {
+			return false, err
+		}
+		defer file.Close()
+		updateFile = file
+	}
+
+	// apply update
+	err = selfupdate.Apply(updateFile, selfupdate.Options{})
 	if err != nil {
 		if rerr := selfupdate.RollbackError(err); rerr != nil {
 			return true, rerr
 		}
 		return false, err
 	}
+	// restart app
 	if runtime.GOOS == "windows" {
 		name, err := os.Executable()
 		if err != nil {

backend-golang/download.go

@@ -10,7 +10,11 @@ import (
 )
 
 func (a *App) DownloadFile(path string, url string) error {
-	_, err := grab.Get(a.exDir+path, url)
+	absPath, err := a.GetAbsPath(path)
+	if err != nil {
+		return err
+	}
+	_, err = grab.Get(absPath, url)
 	if err != nil {
 		return err
 	}
@@ -88,11 +92,15 @@ func (a *App) ContinueDownload(url string) {
 }
 
 func (a *App) AddToDownloadList(path string, url string) {
-	if !existsInDownloadList(a.exDir+path, url) {
+	absPath, err := a.GetAbsPath(path)
+	if err != nil {
+		return
+	}
+	if !existsInDownloadList(absPath, url) {
 		downloadList = append(downloadList, &DownloadStatus{
 			resp:        nil,
 			Name:        filepath.Base(path),
-			Path:        a.exDir + path,
+			Path:        absPath,
 			Url:         url,
 			Downloading: false,
 		})

backend-golang/file.go

@@ -14,27 +14,55 @@ import (
 	wruntime "github.com/wailsapp/wails/v2/pkg/runtime"
 )
 
+func (a *App) GetAbsPath(path string) (string, error) {
+	var absPath string
+	var err error
+	if filepath.IsAbs(path) {
+		absPath = filepath.Clean(path)
+	} else {
+		absPath, err = filepath.Abs(filepath.Join(a.exDir, path))
+		if err != nil {
+			return "", err
+		}
+	}
+	absPath = strings.ReplaceAll(absPath, "/", string(os.PathSeparator))
+	println("GetAbsPath:", absPath)
+	return absPath, nil
+}
+
 func (a *App) SaveFile(path string, savedContent []byte) error {
-	if err := os.WriteFile(a.exDir+path, savedContent, 0644); err != nil {
+	absPath, err := a.GetAbsPath(path)
+	if err != nil {
+		return err
+	}
+	if err := os.WriteFile(absPath, savedContent, 0644); err != nil {
 		return err
 	}
 	return nil
 }
 
-func (a *App) SaveJson(fileName string, jsonData any) error {
+func (a *App) SaveJson(path string, jsonData any) error {
 	text, err := json.MarshalIndent(jsonData, "", "  ")
 	if err != nil {
 		return err
 	}
 
-	if err := os.WriteFile(a.exDir+fileName, text, 0644); err != nil {
+	absPath, err := a.GetAbsPath(path)
+	if err != nil {
+		return err
+	}
+	if err := os.WriteFile(absPath, text, 0644); err != nil {
 		return err
 	}
 	return nil
 }
 
-func (a *App) ReadJson(fileName string) (any, error) {
-	file, err := os.ReadFile(a.exDir + fileName)
+func (a *App) ReadJson(path string) (any, error) {
+	absPath, err := a.GetAbsPath(path)
+	if err != nil {
+		return nil, err
+	}
+	file, err := os.ReadFile(absPath)
 	if err != nil {
 		return nil, err
 	}
@@ -48,8 +76,12 @@ func (a *App) ReadJson(fileName string) (any, error) {
 	return data, nil
 }
 
-func (a *App) FileExists(fileName string) bool {
-	_, err := os.Stat(a.exDir + fileName)
+func (a *App) FileExists(path string) bool {
+	absPath, err := a.GetAbsPath(path)
+	if err != nil {
+		return false
+	}
+	_, err = os.Stat(absPath)
 	return err == nil
 }
 
@@ -60,8 +92,12 @@ type FileInfo struct {
 	ModTime string `json:"modTime"`
 }
 
-func (a *App) ReadFileInfo(fileName string) (*FileInfo, error) {
-	info, err := os.Stat(a.exDir + fileName)
+func (a *App) ReadFileInfo(path string) (*FileInfo, error) {
+	absPath, err := a.GetAbsPath(path)
+	if err != nil {
+		return nil, err
+	}
+	info, err := os.Stat(absPath)
 	if err != nil {
 		return nil, err
 	}
@@ -74,7 +110,11 @@ func (a *App) ReadFileInfo(fileName string) (*FileInfo, error) {
 }
 
 func (a *App) ListDirFiles(dirPath string) ([]FileInfo, error) {
-	files, err := os.ReadDir(a.exDir + dirPath)
+	absDirPath, err := a.GetAbsPath(dirPath)
+	if err != nil {
+		return nil, err
+	}
+	files, err := os.ReadDir(absDirPath)
 	if err != nil {
 		return nil, err
 	}
@@ -96,7 +136,11 @@ func (a *App) ListDirFiles(dirPath string) ([]FileInfo, error) {
 }
 
 func (a *App) DeleteFile(path string) error {
-	err := os.Remove(a.exDir + path)
+	absPath, err := a.GetAbsPath(path)
+	if err != nil {
+		return err
+	}
+	err = os.Remove(absPath)
 	if err != nil {
 		return err
 	}
@@ -104,18 +148,27 @@ func (a *App) DeleteFile(path string) error {
 }
 
 func (a *App) CopyFile(src string, dst string) error {
-	sourceFile, err := os.Open(a.exDir + src)
+	absSrc, err := a.GetAbsPath(src)
+	if err != nil {
+		return err
+	}
+	absDst, err := a.GetAbsPath(dst)
+	if err != nil {
+		return err
+	}
+
+	sourceFile, err := os.Open(absSrc)
 	if err != nil {
 		return err
 	}
 	defer sourceFile.Close()
 
-	err = os.MkdirAll(a.exDir+dst[:strings.LastIndex(dst, "/")], 0755)
+	err = os.MkdirAll(filepath.Dir(absDst), 0755)
 	if err != nil {
 		return err
 	}
 
-	destFile, err := os.Create(a.exDir + dst)
+	destFile, err := os.Create(absDst)
 	if err != nil {
 		return err
 	}
@@ -166,14 +219,8 @@ func (a *App) OpenOpenFileDialog(filterPattern string) (string, error) {
 	return path, nil
 }
 
-func (a *App) OpenFileFolder(path string, relative bool) error {
-	var absPath string
-	var err error
-	if relative {
-		absPath, err = filepath.Abs(a.exDir + path)
-	} else {
-		absPath, err = filepath.Abs(path)
-	}
+func (a *App) OpenFileFolder(path string) error {
+	absPath, err := a.GetAbsPath(path)
 	if err != nil {
 		return err
 	}

backend-golang/rwkv.go

@@ -1,3 +1,4 @@
+// Considering some whitespace and multilingual support, the functions in rwkv.go should always be executed with cwd as RWKV-Runner, and never use a.GetAbsPath() here.
 package backend_golang
 
 import (
@@ -11,14 +12,18 @@ import (
 )
 
 func (a *App) StartServer(python string, port int, host string, webui bool, rwkvBeta bool, rwkvcpp bool, webgpu bool) (string, error) {
-	var err error
+	execFile := "./backend-python/main.py"
+	_, err := os.Stat(execFile)
+	if err != nil {
+		return "", err
+	}
 	if python == "" {
 		python, err = GetPython()
 	}
 	if err != nil {
 		return "", err
 	}
-	args := []string{python, "./backend-python/main.py"}
+	args := []string{python, execFile}
 	if webui {
 		args = append(args, "--webui")
 	}
@@ -36,41 +41,77 @@ func (a *App) StartServer(python string, port int, host string, webui bool, rwkv
 }
 
 func (a *App) StartWebGPUServer(port int, host string) (string, error) {
-	args := []string{"./backend-rust/webgpu_server"}
+	var execFile string
+	execFiles := []string{"./backend-rust/webgpu_server", "./backend-rust/webgpu_server.exe"}
+	for _, file := range execFiles {
+		_, err := os.Stat(file)
+		if err == nil {
+			execFile = file
+			break
+		}
+	}
+	if execFile == "" {
+		return "", errors.New(execFiles[0] + " not found")
+	}
+	args := []string{execFile}
 	args = append(args, "--port", strconv.Itoa(port), "--ip", host)
 	return Cmd(args...)
 }
 
 func (a *App) ConvertModel(python string, modelPath string, strategy string, outPath string) (string, error) {
-	var err error
+	execFile := "./backend-python/convert_model.py"
+	_, err := os.Stat(execFile)
+	if err != nil {
+		return "", err
+	}
 	if python == "" {
 		python, err = GetPython()
 	}
 	if err != nil {
 		return "", err
 	}
-	return Cmd(python, "./backend-python/convert_model.py", "--in", modelPath, "--out", outPath, "--strategy", strategy)
+	return Cmd(python, execFile, "--in", modelPath, "--out", outPath, "--strategy", strategy)
 }
 
 func (a *App) ConvertSafetensors(modelPath string, outPath string) (string, error) {
-	args := []string{"./backend-rust/web-rwkv-converter"}
+	var execFile string
+	execFiles := []string{"./backend-rust/web-rwkv-converter", "./backend-rust/web-rwkv-converter.exe"}
+	for _, file := range execFiles {
+		_, err := os.Stat(file)
+		if err == nil {
+			execFile = file
+			break
+		}
+	}
+	if execFile == "" {
+		return "", errors.New(execFiles[0] + " not found")
+	}
+	args := []string{execFile}
 	args = append(args, "--input", modelPath, "--output", outPath)
 	return Cmd(args...)
 }
 
 func (a *App) ConvertSafetensorsWithPython(python string, modelPath string, outPath string) (string, error) {
-	var err error
+	execFile := "./backend-python/convert_safetensors.py"
+	_, err := os.Stat(execFile)
+	if err != nil {
+		return "", err
+	}
 	if python == "" {
 		python, err = GetPython()
 	}
 	if err != nil {
 		return "", err
 	}
-	return Cmd(python, "./backend-python/convert_safetensors.py", "--input", modelPath, "--output", outPath)
+	return Cmd(python, execFile, "--input", modelPath, "--output", outPath)
 }
 
 func (a *App) ConvertGGML(python string, modelPath string, outPath string, Q51 bool) (string, error) {
-	var err error
+	execFile := "./backend-python/convert_pytorch_to_ggml.py"
+	_, err := os.Stat(execFile)
+	if err != nil {
+		return "", err
+	}
 	if python == "" {
 		python, err = GetPython()
 	}
@@ -81,11 +122,15 @@ func (a *App) ConvertGGML(python string, modelPath string, outPath string, Q51 b
 	if Q51 {
 		dataType = "Q5_1"
 	}
-	return Cmd(python, "./backend-python/convert_pytorch_to_ggml.py", modelPath, outPath, dataType)
+	return Cmd(python, execFile, modelPath, outPath, dataType)
 }
 
 func (a *App) ConvertData(python string, input string, outputPrefix string, vocab string) (string, error) {
-	var err error
+	execFile := "./finetune/json2binidx_tool/tools/preprocess_data.py"
+	_, err := os.Stat(execFile)
+	if err != nil {
+		return "", err
+	}
 	if python == "" {
 		python, err = GetPython()
 	}
@@ -129,19 +174,23 @@ func (a *App) ConvertData(python string, input string, outputPrefix string, voca
 		return "", err
 	}
 
-	return Cmd(python, "./finetune/json2binidx_tool/tools/preprocess_data.py", "--input", input, "--output-prefix", outputPrefix, "--vocab", vocab,
+	return Cmd(python, execFile, "--input", input, "--output-prefix", outputPrefix, "--vocab", vocab,
 		"--tokenizer-type", tokenizerType, "--dataset-impl", "mmap", "--append-eod")
 }
 
 func (a *App) MergeLora(python string, useGpu bool, loraAlpha int, baseModel string, loraPath string, outputPath string) (string, error) {
-	var err error
+	execFile := "./finetune/lora/merge_lora.py"
+	_, err := os.Stat(execFile)
+	if err != nil {
+		return "", err
+	}
 	if python == "" {
 		python, err = GetPython()
 	}
 	if err != nil {
 		return "", err
 	}
-	args := []string{python, "./finetune/lora/merge_lora.py"}
+	args := []string{python, execFile}
 	if useGpu {
 		args = append(args, "--use-gpu")
 	}
@@ -157,9 +206,9 @@ func (a *App) DepCheck(python string) error {
 	if err != nil {
 		return err
 	}
-	out, err := exec.Command(python, a.exDir+"./backend-python/dep_check.py").CombinedOutput()
+	out, err := exec.Command(python, a.exDir+"backend-python/dep_check.py").CombinedOutput()
 	if err != nil {
-		return errors.New("DepCheck Error: " + string(out))
+		return errors.New("DepCheck Error: " + string(out) + " GError: " + err.Error())
 	}
 	return nil
 }
@@ -185,7 +234,7 @@ func (a *App) InstallPyDep(python string, cnMirror bool) (string, error) {
 		if !cnMirror {
 			installScript = strings.Replace(installScript, " -i https://pypi.tuna.tsinghua.edu.cn/simple", "", -1)
 		}
-		err = os.WriteFile("./install-py-dep.bat", []byte(installScript), 0644)
+		err = os.WriteFile(a.exDir+"install-py-dep.bat", []byte(installScript), 0644)
 		if err != nil {
 			return "", err
 		}

backend-golang/utils.go

@@ -23,14 +23,19 @@ func CmdHelper(hideWindow bool, args ...string) (*exec.Cmd, error) {
 	if runtime.GOOS != "windows" {
 		return nil, errors.New("unsupported OS")
 	}
-	filename := "./cmd-helper.bat"
-	_, err := os.Stat(filename)
+	ex, err := os.Executable()
 	if err != nil {
-		if err := os.WriteFile(filename, []byte("start %*"), 0644); err != nil {
+		return nil, err
+	}
+	exDir := filepath.Dir(ex) + "/"
+	path := exDir + "cmd-helper.bat"
+	_, err = os.Stat(path)
+	if err != nil {
+		if err := os.WriteFile(path, []byte("start %*"), 0644); err != nil {
 			return nil, err
 		}
 	}
-	cmdHelper, err := filepath.Abs(filename)
+	cmdHelper, err := filepath.Abs(path)
 	if err != nil {
 		return nil, err
 	}
@@ -86,16 +91,18 @@ func Cmd(args ...string) (string, error) {
 }
 
 func CopyEmbed(efs embed.FS) error {
-	prefix := ""
+	ex, err := os.Executable()
+	if err != nil {
+		return err
+	}
+	var prefix string
 	if runtime.GOOS == "darwin" {
-		ex, err := os.Executable()
-		if err != nil {
-			return err
-		}
 		prefix = filepath.Dir(ex) + "/../../../"
+	} else {
+		prefix = filepath.Dir(ex) + "/"
 	}
 
-	err := fs.WalkDir(efs, ".", func(path string, d fs.DirEntry, err error) error {
+	err = fs.WalkDir(efs, ".", func(path string, d fs.DirEntry, err error) error {
 		if d.IsDir() {
 			return nil
 		}
@@ -136,13 +143,19 @@ func CopyEmbed(efs embed.FS) error {
 func GetPython() (string, error) {
 	switch platform := runtime.GOOS; platform {
 	case "windows":
-		_, err := os.Stat("py310/python.exe")
+		ex, err := os.Executable()
 		if err != nil {
-			_, err := os.Stat("python-3.10.11-embed-amd64.zip")
+			return "", err
+		}
+		exDir := filepath.Dir(ex) + "/"
+		pyexe := exDir + "py310/python.exe"
+		_, err = os.Stat(pyexe)
+		if err != nil {
+			_, err := os.Stat(exDir + "python-3.10.11-embed-amd64.zip")
 			if err != nil {
 				return "", errors.New("python zip not found")
 			} else {
-				err := Unzip("python-3.10.11-embed-amd64.zip", "py310")
+				err := Unzip(exDir+"python-3.10.11-embed-amd64.zip", exDir+"py310")
 				if err != nil {
 					return "", errors.New("failed to unzip python")
 				} else {

backend-golang/wsl_windows.go

@@ -9,7 +9,6 @@ import (
 	"io"
 	"os"
 	"os/exec"
-	"path/filepath"
 	"strings"
 	"time"
 
@@ -133,26 +132,20 @@ func (a *App) WslStop() error {
 }
 
 func (a *App) WslIsEnabled() error {
-	ex, err := os.Executable()
-	if err != nil {
-		return err
-	}
-	exDir := filepath.Dir(ex)
-
-	data, err := os.ReadFile(exDir + "/wsl.state")
+	data, err := os.ReadFile(a.exDir + "wsl.state")
 	if err == nil {
 		if strings.Contains(string(data), "Enabled") {
 			return nil
 		}
 	}
 
-	cmd := `-Command (Get-WindowsOptionalFeature -Online -FeatureName Microsoft-Windows-Subsystem-Linux).State | Out-File -Encoding utf8 -FilePath ` + exDir + "/wsl.state"
-	_, err = su.ShellExecute(su.RUNAS, "powershell", cmd, exDir)
+	cmd := `-Command (Get-WindowsOptionalFeature -Online -FeatureName VirtualMachinePlatform).State | Out-File -Encoding utf8 -FilePath ` + a.exDir + "wsl.state"
+	_, err = su.ShellExecute(su.RUNAS, "powershell", cmd, a.exDir)
 	if err != nil {
 		return err
 	}
 	time.Sleep(2 * time.Second)
-	data, err = os.ReadFile(exDir + "/wsl.state")
+	data, err = os.ReadFile(a.exDir + "wsl.state")
 	if err != nil {
 		return err
 	}
@@ -164,13 +157,13 @@ func (a *App) WslIsEnabled() error {
 }
 
 func (a *App) WslEnable(forceMode bool) error {
-	cmd := `/online /enable-feature /featurename:Microsoft-Windows-Subsystem-Linux`
+	cmd := `/online /enable-feature /featurename:VirtualMachinePlatform`
 	_, err := su.ShellExecute(su.RUNAS, "dism", cmd, `C:\`)
 	if err != nil {
 		return err
 	}
 	if forceMode {
-		os.WriteFile("./wsl.state", []byte("Enabled"), 0644)
+		os.WriteFile(a.exDir+"wsl.state", []byte("Enabled"), 0644)
 	}
 	return nil
 }

backend-python/global_var.py

@@ -5,6 +5,7 @@ Model = "model"
 Model_Status = "model_status"
 Model_Config = "model_config"
 Deploy_Mode = "deploy_mode"
+Midi_Vocab_Config_Type = "midi_vocab_config_type"
 
 
 class ModelStatus(Enum):
@@ -13,11 +14,17 @@ class ModelStatus(Enum):
     Working = 3
 
 
+class MidiVocabConfig(Enum):
+    Default = auto()
+    Piano = auto()
+
+
 def init():
     global GLOBALS
     GLOBALS = {}
     set(Model_Status, ModelStatus.Offline)
     set(Deploy_Mode, False)
+    set(Midi_Vocab_Config_Type, MidiVocabConfig.Default)
 
 
 def set(key, value):

backend-python/routes/completion.py

@@ -70,10 +70,10 @@ class ChatCompletionBody(ModelConfigBody):
                 "assistant_name": None,
                 "presystem": True,
                 "max_tokens": 1000,
-                "temperature": 1.2,
-                "top_p": 0.5,
-                "presence_penalty": 0.4,
-                "frequency_penalty": 0.4,
+                "temperature": 1,
+                "top_p": 0.3,
+                "presence_penalty": 0,
+                "frequency_penalty": 1,
             }
         }
     }
@@ -94,10 +94,10 @@ class CompletionBody(ModelConfigBody):
                 "stream": False,
                 "stop": None,
                 "max_tokens": 100,
-                "temperature": 1.2,
-                "top_p": 0.5,
-                "presence_penalty": 0.4,
-                "frequency_penalty": 0.4,
+                "temperature": 1,
+                "top_p": 0.3,
+                "presence_penalty": 0,
+                "frequency_penalty": 1,
             }
         }
     }

backend-python/routes/midi.py

@@ -23,7 +23,11 @@ class TextToMidiBody(BaseModel):
 
 @router.post("/text-to-midi", tags=["MIDI"])
 def text_to_midi(body: TextToMidiBody):
-    vocab_config = "backend-python/utils/midi_vocab_config.json"
+    vocab_config_type = global_var.get(global_var.Midi_Vocab_Config_Type)
+    if vocab_config_type == global_var.MidiVocabConfig.Piano:
+        vocab_config = "backend-python/utils/vocab_config_piano.json"
+    else:
+        vocab_config = "backend-python/utils/midi_vocab_config.json"
     cfg = VocabConfig.from_json(vocab_config)
     mid = convert_str_to_midi(cfg, body.text.strip())
     mid_data = io.BytesIO()
@@ -35,7 +39,11 @@ def text_to_midi(body: TextToMidiBody):
 
 @router.post("/midi-to-text", tags=["MIDI"])
 async def midi_to_text(file_data: UploadFile):
-    vocab_config = "backend-python/utils/midi_vocab_config.json"
+    vocab_config_type = global_var.get(global_var.Midi_Vocab_Config_Type)
+    if vocab_config_type == global_var.MidiVocabConfig.Piano:
+        vocab_config = "backend-python/utils/vocab_config_piano.json"
+    else:
+        vocab_config = "backend-python/utils/midi_vocab_config.json"
     cfg = VocabConfig.from_json(vocab_config)
     filter_config = "backend-python/utils/midi_filter_config.json"
     filter_cfg = FilterConfig.from_json(filter_config)
@@ -69,7 +77,11 @@ def txt_to_midi(body: TxtToMidiBody):
     if not body.midi_path.startswith("midi/"):
         raise HTTPException(status.HTTP_400_BAD_REQUEST, "bad output path")
 
-    vocab_config = "backend-python/utils/midi_vocab_config.json"
+    vocab_config_type = global_var.get(global_var.Midi_Vocab_Config_Type)
+    if vocab_config_type == global_var.MidiVocabConfig.Piano:
+        vocab_config = "backend-python/utils/vocab_config_piano.json"
+    else:
+        vocab_config = "backend-python/utils/midi_vocab_config.json"
     cfg = VocabConfig.from_json(vocab_config)
     with open(body.txt_path, "r") as f:
         text = f.read()

backend-python/rwkv_pip/webgpu/model.py

@@ -13,19 +13,26 @@ except ModuleNotFoundError:
 
 class RWKV:
     def __init__(self, model_path: str, strategy: str = None):
-        self.model = wrp.v5.Model(
-            model_path,
-            turbo=True,
-            quant=32 if "i8" in strategy else None,
-            quant_nf4=26 if "i4" in strategy else None,
-        )
+        self.info = wrp.peek_info(model_path)
         self.w = {}  # fake weight
-        self.w["emb.weight"] = [0] * wrp.peek_info(model_path).num_vocab
+        self.w["emb.weight"] = [0] * self.info.num_vocab
+        self.version = str(self.info.version).lower()
+        self.wrp = getattr(wrp, self.version)
+
+        args = {
+            "file": model_path,
+            "turbo": True,
+            "quant": 32 if "i8" in strategy else 0,
+            "quant_nf4": 26 if "i4" in strategy else 0,
+            "token_chunk_size": 32,
+            "lora": None,
+        }
+        self.model = self.wrp.Model(**args)
 
     def forward(self, tokens: List[int], state: Union[Any, None] = None):
         if type(state).__name__ == "BackedState":  # memory state
-            gpu_state = wrp.v5.ModelState(self.model, 1)
+            gpu_state = self.wrp.ModelState(self.model, 1)
             gpu_state.load(state)
         else:
             gpu_state = state
-        return wrp.v5.run_one(self.model, tokens, gpu_state)
+        return self.wrp.run_one(self.model, tokens, gpu_state)

backend-python/utils/rwkv.py

@@ -4,7 +4,7 @@ import os
 import pathlib
 import copy
 import re
-from typing import Dict, Iterable, List, Tuple, Union, Type
+from typing import Dict, Iterable, List, Tuple, Union, Type, Callable
 from utils.log import quick_log
 from fastapi import HTTPException
 from pydantic import BaseModel, Field
@@ -39,6 +39,7 @@ class AbstractRWKV(ABC):
         self.top_k = 0
         self.penalty_alpha_presence = 0
         self.penalty_alpha_frequency = 1
+        self.penalty_decay = 0.996
 
     @abstractmethod
     def adjust_occurrence(self, occurrence: Dict, token: int):
@@ -272,6 +273,17 @@ class AbstractRWKV(ABC):
             )
 
             if token == self.EOS_ID:
+                try:
+                    state_cache.add_state(
+                        state_cache.AddStateBody(
+                            prompt=prompt + response,
+                            tokens=self.model_tokens,
+                            state=self.model_state,
+                            logits=logits,
+                        )
+                    )
+                except HTTPException:
+                    pass
                 yield response, "", prompt_token_len, completion_token_len
                 break
 
@@ -366,12 +378,18 @@ class TextRWKV(AbstractRWKV):
             dd = self.pipeline.encode(i)
             assert len(dd) == 1
             self.AVOID_REPEAT_TOKENS += dd
+        self.AVOID_PENALTY_TOKENS = []
+        AVOID_PENALTY = "\n,.:，。：<>[]{}()/\\|;；"  # \n,.:?!，。：？！"“”<>[]{}/\\|;；~`@#$%^&*()_+-=0123456789
+        for i in AVOID_PENALTY:
+            dd = self.pipeline.encode(i)
+            assert len(dd) == 1
+            self.AVOID_PENALTY_TOKENS += dd
 
         self.__preload()
 
     def adjust_occurrence(self, occurrence: Dict, token: int):
         for xxx in occurrence:
-            occurrence[xxx] *= 0.996
+            occurrence[xxx] *= self.penalty_decay
         if token not in occurrence:
             occurrence[token] = 1
         else:
@@ -379,16 +397,17 @@ class TextRWKV(AbstractRWKV):
 
     def adjust_forward_logits(self, logits: List[float], occurrence: Dict, i: int):
         for n in occurrence:
-            logits[n] -= (
-                self.penalty_alpha_presence
-                + occurrence[n] * self.penalty_alpha_frequency
-            )
+            if n not in self.AVOID_PENALTY_TOKENS:
+                logits[n] -= (
+                    self.penalty_alpha_presence
+                    + occurrence[n] * self.penalty_alpha_frequency
+                )
 
         if i == 0:
             for token in self.model_tokens:
                 token = int(token)
                 for xxx in occurrence:
-                    occurrence[xxx] *= 0.996
+                    occurrence[xxx] *= self.penalty_decay
                 if token not in occurrence:
                     occurrence[token] = 1
                 else:
@@ -535,8 +554,10 @@ class MusicAbcRWKV(AbstractRWKV):
 
 def get_tokenizer(tokenizer_len: int):
     tokenizer_dir = f"{pathlib.Path(__file__).parent.parent.resolve()}/rwkv_pip/"
-    if tokenizer_len < 20096:
+    if tokenizer_len < 2176:
         return "abc_tokenizer"
+    if tokenizer_len < 20096:
+        return tokenizer_dir + "tokenizer-midipiano.json"
     if tokenizer_len < 50277:
         return tokenizer_dir + "tokenizer-midi.json"
     elif tokenizer_len < 65536:
@@ -545,7 +566,41 @@ def get_tokenizer(tokenizer_len: int):
         return "rwkv_vocab_v20230424"
 
 
+def get_model_path(model_path: str) -> str:
+    if os.path.isabs(model_path):
+        return model_path
+
+    working_dir: pathlib.Path = pathlib.Path(os.path.abspath(os.getcwd()))
+
+    parent_paths: List[pathlib.Path] = [
+        working_dir,  # [cwd](RWKV-Runner)/models/xxx
+        working_dir.parent,  # [cwd](backend-python)/../models/xxx
+        pathlib.Path(
+            os.path.abspath(__file__)
+        ).parent.parent,  # backend-python/models/xxx
+        pathlib.Path(
+            os.path.abspath(__file__)
+        ).parent.parent.parent,  # RWKV-Runner/models/xxx
+    ]
+
+    child_paths: List[Callable[[pathlib.Path], pathlib.Path]] = [
+        lambda p: p / model_path,
+        lambda p: p / "build" / "bin" / model_path,  # for dev
+    ]
+
+    for parent_path in parent_paths:
+        for child_path in child_paths:
+            full_path: pathlib.Path = child_path(parent_path)
+
+            if os.path.isfile(full_path):
+                return str(full_path)
+
+    return model_path
+
+
 def RWKV(model: str, strategy: str, tokenizer: Union[str, None]) -> AbstractRWKV:
+    model = get_model_path(model)
+
     rwkv_beta = global_var.get(global_var.Args).rwkv_beta
     rwkv_cpp = getattr(global_var.get(global_var.Args), "rwkv.cpp")
     webgpu = global_var.get(global_var.Args).webgpu
@@ -585,14 +640,29 @@ def RWKV(model: str, strategy: str, tokenizer: Union[str, None]) -> AbstractRWKV
         "20B_tokenizer": TextRWKV,
         "rwkv_vocab_v20230424": TextRWKV,
         "tokenizer-midi": MusicMidiRWKV,
+        "tokenizer-midipiano": MusicMidiRWKV,
         "abc_tokenizer": MusicAbcRWKV,
     }
     tokenizer_name = os.path.splitext(os.path.basename(tokenizer))[0]
+    global_var.set(
+        global_var.Midi_Vocab_Config_Type,
+        (
+            global_var.MidiVocabConfig.Piano
+            if tokenizer_name == "tokenizer-midipiano"
+            else global_var.MidiVocabConfig.Default
+        ),
+    )
     rwkv: AbstractRWKV
     if tokenizer_name in rwkv_map:
         rwkv = rwkv_map[tokenizer_name](model, pipeline)
     else:
-        rwkv = TextRWKV(model, pipeline)
+        tokenizer_name = tokenizer_name.lower()
+        if "music" in tokenizer_name or "midi" in tokenizer_name:
+            rwkv = MusicMidiRWKV(model, pipeline)
+        elif "abc" in tokenizer_name:
+            rwkv = MusicAbcRWKV(model, pipeline)
+        else:
+            rwkv = TextRWKV(model, pipeline)
     rwkv.name = filename
 
     return rwkv
@@ -604,15 +674,18 @@ class ModelConfigBody(BaseModel):
     top_p: float = Field(default=None, ge=0, le=1)
     presence_penalty: float = Field(default=None, ge=-2, le=2)
     frequency_penalty: float = Field(default=None, ge=-2, le=2)
+    penalty_decay: float = Field(default=None, ge=0.99, le=0.999)
+    top_k: int = Field(default=None, ge=0, le=25)
 
     model_config = {
         "json_schema_extra": {
             "example": {
                 "max_tokens": 1000,
-                "temperature": 1.2,
-                "top_p": 0.5,
-                "presence_penalty": 0.4,
-                "frequency_penalty": 0.4,
+                "temperature": 1,
+                "top_p": 0.3,
+                "presence_penalty": 0,
+                "frequency_penalty": 1,
+                "penalty_decay": 0.996,
             }
         }
     }
@@ -632,6 +705,10 @@ def set_rwkv_config(model: AbstractRWKV, body: ModelConfigBody):
         model.penalty_alpha_presence = body.presence_penalty
     if body.frequency_penalty is not None:
         model.penalty_alpha_frequency = body.frequency_penalty
+    if body.penalty_decay is not None:
+        model.penalty_decay = body.penalty_decay
+    if body.top_k is not None:
+        model.top_k = body.top_k
 
 
 def get_rwkv_config(model: AbstractRWKV) -> ModelConfigBody:
@@ -641,4 +718,6 @@ def get_rwkv_config(model: AbstractRWKV) -> ModelConfigBody:
         top_p=model.top_p,
         presence_penalty=model.penalty_alpha_presence,
         frequency_penalty=model.penalty_alpha_frequency,
+        penalty_decay=model.penalty_decay,
+        top_k=model.top_k,
     )

backend-python/utils/vocab_config_piano.json

@@ -0,0 +1,279 @@
+{
+    "note_events": 128,
+    "wait_events": 125,
+    "max_wait_time": 1000,
+    "velocity_events": 128,
+    "velocity_bins": 16,
+    "velocity_exp": 0.33,
+    "do_token_sorting": true,
+    "unrolled_tokens": false,
+    "decode_end_held_note_delay": 5.0,
+    "decode_fix_repeated_notes": true,
+    "bin_instrument_names": [
+        "piano"
+    ],
+    "ch10_instrument_bin_name": "",
+    "program_name_to_bin_name": {
+        "Acoustic Grand Piano": "piano",
+        "Bright Acoustic Piano": "piano",
+        "Electric Grand Piano": "piano",
+        "Honky-tonk Piano": "piano",
+        "Electric Piano 1 (Rhodes Piano)": "piano",
+        "Electric Piano 2 (Chorused Piano)": "piano",
+        "Harpsichord": "piano",
+        "Clavinet": "piano",
+        "Celesta": "",
+        "Glockenspiel": "",
+        "Music Box": "",
+        "Vibraphone": "",
+        "Marimba": "",
+        "Xylophone": "",
+        "Tubular Bells": "",
+        "Dulcimer (Santur)": "",
+        "Drawbar Organ (Hammond)": "",
+        "Percussive Organ": "piano",
+        "Rock Organ": "piano",
+        "Church Organ": "piano",
+        "Reed Organ": "piano",
+        "Accordion (French)": "piano",
+        "Harmonica": "piano",
+        "Tango Accordion (Band neon)": "piano",
+        "Acoustic Guitar (nylon)": "",
+        "Acoustic Guitar (steel)": "",
+        "Electric Guitar (jazz)": "",
+        "Electric Guitar (clean)": "",
+        "Electric Guitar (muted)": "",
+        "Overdriven Guitar": "",
+        "Distortion Guitar": "",
+        "Guitar harmonics": "",
+        "Acoustic Bass": "",
+        "Electric Bass (fingered)": "",
+        "Electric Bass (picked)": "",
+        "Fretless Bass": "",
+        "Slap Bass 1": "",
+        "Slap Bass 2": "",
+        "Synth Bass 1": "",
+        "Synth Bass 2": "",
+        "Violin": "",
+        "Viola": "",
+        "Cello": "",
+        "Contrabass": "",
+        "Tremolo Strings": "",
+        "Pizzicato Strings": "",
+        "Orchestral Harp": "",
+        "Timpani": "",
+        "String Ensemble 1 (strings)": "",
+        "String Ensemble 2 (slow strings)": "",
+        "SynthStrings 1": "",
+        "SynthStrings 2": "",
+        "Choir Aahs": "",
+        "Voice Oohs": "",
+        "Synth Voice": "",
+        "Orchestra Hit": "",
+        "Trumpet": "",
+        "Trombone": "",
+        "Tuba": "",
+        "Muted Trumpet": "",
+        "French Horn": "",
+        "Brass Section": "",
+        "SynthBrass 1": "",
+        "SynthBrass 2": "",
+        "Soprano Sax": "",
+        "Alto Sax": "",
+        "Tenor Sax": "",
+        "Baritone Sax": "",
+        "Oboe": "",
+        "English Horn": "",
+        "Bassoon": "",
+        "Clarinet": "",
+        "Piccolo": "",
+        "Flute": "",
+        "Recorder": "",
+        "Pan Flute": "",
+        "Blown Bottle": "",
+        "Shakuhachi": "",
+        "Whistle": "",
+        "Ocarina": "",
+        "Lead 1 (square wave)": "",
+        "Lead 2 (sawtooth wave)": "",
+        "Lead 3 (calliope)": "",
+        "Lead 4 (chiffer)": "",
+        "Lead 5 (charang)": "",
+        "Lead 6 (voice solo)": "",
+        "Lead 7 (fifths)": "",
+        "Lead 8 (bass + lead)": "",
+        "Pad 1 (new age Fantasia)": "",
+        "Pad 2 (warm)": "",
+        "Pad 3 (polysynth)": "",
+        "Pad 4 (choir space voice)": "",
+        "Pad 5 (bowed glass)": "",
+        "Pad 6 (metallic pro)": "",
+        "Pad 7 (halo)": "",
+        "Pad 8 (sweep)": "",
+        "FX 1 (rain)": "",
+        "FX 2 (soundtrack)": "",
+        "FX 3 (crystal)": "",
+        "FX 4 (atmosphere)": "",
+        "FX 5 (brightness)": "",
+        "FX 6 (goblins)": "",
+        "FX 7 (echoes, drops)": "",
+        "FX 8 (sci-fi, star theme)": "",
+        "Sitar": "",
+        "Banjo": "",
+        "Shamisen": "",
+        "Koto": "",
+        "Kalimba": "",
+        "Bag pipe": "",
+        "Fiddle": "",
+        "Shanai": "",
+        "Tinkle Bell": "",
+        "Agogo": "",
+        "Steel Drums": "",
+        "Woodblock": "",
+        "Taiko Drum": "",
+        "Melodic Tom": "",
+        "Synth Drum": "",
+        "Reverse Cymbal": "",
+        "Guitar Fret Noise": "",
+        "Breath Noise": "",
+        "Seashore": "",
+        "Bird Tweet": "",
+        "Telephone Ring": "",
+        "Helicopter": "",
+        "Applause": "",
+        "Gunshot": ""
+    },
+    "bin_name_to_program_name": {
+        "piano": "Acoustic Grand Piano"
+    },
+    "instrument_names": {
+        "0": "Acoustic Grand Piano",
+        "1": "Bright Acoustic Piano",
+        "2": "Electric Grand Piano",
+        "3": "Honky-tonk Piano",
+        "4": "Electric Piano 1 (Rhodes Piano)",
+        "5": "Electric Piano 2 (Chorused Piano)",
+        "6": "Harpsichord",
+        "7": "Clavinet",
+        "8": "Celesta",
+        "9": "Glockenspiel",
+        "10": "Music Box",
+        "11": "Vibraphone",
+        "12": "Marimba",
+        "13": "Xylophone",
+        "14": "Tubular Bells",
+        "15": "Dulcimer (Santur)",
+        "16": "Drawbar Organ (Hammond)",
+        "17": "Percussive Organ",
+        "18": "Rock Organ",
+        "19": "Church Organ",
+        "20": "Reed Organ",
+        "21": "Accordion (French)",
+        "22": "Harmonica",
+        "23": "Tango Accordion (Band neon)",
+        "24": "Acoustic Guitar (nylon)",
+        "25": "Acoustic Guitar (steel)",
+        "26": "Electric Guitar (jazz)",
+        "27": "Electric Guitar (clean)",
+        "28": "Electric Guitar (muted)",
+        "29": "Overdriven Guitar",
+        "30": "Distortion Guitar",
+        "31": "Guitar harmonics",
+        "32": "Acoustic Bass",
+        "33": "Electric Bass (fingered)",
+        "34": "Electric Bass (picked)",
+        "35": "Fretless Bass",
+        "36": "Slap Bass 1",
+        "37": "Slap Bass 2",
+        "38": "Synth Bass 1",
+        "39": "Synth Bass 2",
+        "40": "Violin",
+        "41": "Viola",
+        "42": "Cello",
+        "43": "Contrabass",
+        "44": "Tremolo Strings",
+        "45": "Pizzicato Strings",
+        "46": "Orchestral Harp",
+        "47": "Timpani",
+        "48": "String Ensemble 1 (strings)",
+        "49": "String Ensemble 2 (slow strings)",
+        "50": "SynthStrings 1",
+        "51": "SynthStrings 2",
+        "52": "Choir Aahs",
+        "53": "Voice Oohs",
+        "54": "Synth Voice",
+        "55": "Orchestra Hit",
+        "56": "Trumpet",
+        "57": "Trombone",
+        "58": "Tuba",
+        "59": "Muted Trumpet",
+        "60": "French Horn",
+        "61": "Brass Section",
+        "62": "SynthBrass 1",
+        "63": "SynthBrass 2",
+        "64": "Soprano Sax",
+        "65": "Alto Sax",
+        "66": "Tenor Sax",
+        "67": "Baritone Sax",
+        "68": "Oboe",
+        "69": "English Horn",
+        "70": "Bassoon",
+        "71": "Clarinet",
+        "72": "Piccolo",
+        "73": "Flute",
+        "74": "Recorder",
+        "75": "Pan Flute",
+        "76": "Blown Bottle",
+        "77": "Shakuhachi",
+        "78": "Whistle",
+        "79": "Ocarina",
+        "80": "Lead 1 (square wave)",
+        "81": "Lead 2 (sawtooth wave)",
+        "82": "Lead 3 (calliope)",
+        "83": "Lead 4 (chiffer)",
+        "84": "Lead 5 (charang)",
+        "85": "Lead 6 (voice solo)",
+        "86": "Lead 7 (fifths)",
+        "87": "Lead 8 (bass + lead)",
+        "88": "Pad 1 (new age Fantasia)",
+        "89": "Pad 2 (warm)",
+        "90": "Pad 3 (polysynth)",
+        "91": "Pad 4 (choir space voice)",
+        "92": "Pad 5 (bowed glass)",
+        "93": "Pad 6 (metallic pro)",
+        "94": "Pad 7 (halo)",
+        "95": "Pad 8 (sweep)",
+        "96": "FX 1 (rain)",
+        "97": "FX 2 (soundtrack)",
+        "98": "FX 3 (crystal)",
+        "99": "FX 4 (atmosphere)",
+        "100": "FX 5 (brightness)",
+        "101": "FX 6 (goblins)",
+        "102": "FX 7 (echoes, drops)",
+        "103": "FX 8 (sci-fi, star theme)",
+        "104": "Sitar",
+        "105": "Banjo",
+        "106": "Shamisen",
+        "107": "Koto",
+        "108": "Kalimba",
+        "109": "Bag pipe",
+        "110": "Fiddle",
+        "111": "Shanai",
+        "112": "Tinkle Bell",
+        "113": "Agogo",
+        "114": "Steel Drums",
+        "115": "Woodblock",
+        "116": "Taiko Drum",
+        "117": "Melodic Tom",
+        "118": "Synth Drum",
+        "119": "Reverse Cymbal",
+        "120": "Guitar Fret Noise",
+        "121": "Breath Noise",
+        "122": "Seashore",
+        "123": "Bird Tweet",
+        "124": "Telephone Ring",
+        "125": "Helicopter",
+        "126": "Applause",
+        "127": "Gunshot"
+    }
+}

finetune/install-wsl-dep-and-train.sh

@@ -50,8 +50,9 @@ echo "loading $loadModel"
 modelInfo=$(python3 ./finetune/get_layer_and_embd.py $loadModel 5.2)
 echo $modelInfo
 if [[ $modelInfo =~ "--n_layer" ]]; then
+  sudo rm -rf /root/.cache/torch_extensions
   python3 ./finetune/lora/$modelInfo $@ --proj_dir lora-models --data_type binidx --lora \
-    --lora_parts=att,ffn,time,ln --strategy deepspeed_stage_2 --accelerator gpu
+    --lora_parts=att,ffn,time,ln --strategy deepspeed_stage_2 --accelerator gpu --ds_bucket_mb 2
 else
   echo "modelInfo is invalid"
   exit 1

finetune/requirements.txt

@@ -1,3 +1,3 @@
-torch==1.13.1
+torch==2.1.2
 pytorch_lightning==1.9.5
-deepspeed==0.11.2
+deepspeed==0.12.6

frontend/src/_locales/zh-hans/main.json

@@ -171,6 +171,10 @@
   "chinese": "中文",
   "default": "默认",
   "japanese": "日文",
+  "English": "英文",
+  "Chinese": "中文",
+  "Default": "默认",
+  "Japanese": "日文",
   "New Preset": "新建预设",
   "Import": "导入",
   "Name": "名称",
@@ -305,6 +309,7 @@
   "Loss is too high, please check the training data, and ensure your gpu driver is up to date.": "Loss过高，请检查训练数据，并确保你的显卡驱动是最新的",
   "This version of RWKV is not supported yet.": "暂不支持此版本的RWKV",
   "Main": "主干",
+  "Official": "官方",
   "Finetuned": "微调",
   "Global": "全球",
   "Local": "本地",
@@ -324,5 +329,17 @@
   "Override core API URL(/chat/completions and /completions). If you don't know what this is, leave it blank.": "覆盖核心的 API URL (/chat/completions 和 /completions)。如果你不知道这是什么，请留空",
   "Please change Strategy to CPU (rwkv.cpp) to use ggml format": "请将Strategy改为CPU (rwkv.cpp)以使用ggml格式",
   "Only Auto Play Generated Content": "仅自动播放新生成的内容",
-  "Model has been converted and does not match current strategy. If you are using a new strategy, re-convert the model.": "所选模型已被转换过，并且不匹配当前的Strategy。如果你正在使用新的Strategy，请重新转换模型"
+  "Model has been converted and does not match current strategy. If you are using a new strategy, re-convert the model.": "所选模型已被转换过，并且不匹配当前的Strategy。如果你正在使用新的Strategy，请重新转换模型",
+  "Instruction 1": "指令1",
+  "Instruction 2": "指令2",
+  "Instruction 3": "指令3",
+  "Instruction: You are an expert assistant for summarizing and extracting information from given content\nGenerate a valid JSON in the following format:\n{\n    \"summary\": \"Summary of content\",\n    \"keywords\": [\"content keyword 1\", \"content keyword 2\"]\n}\n\nInput: The open-source community has introduced Eagle 7B, a new RNN model, built on the RWKV-v5 architecture. This new model has been trained on 1.1 trillion tokens and supports over 100 languages. The RWKV architecture, short for ‘Rotary Weighted Key-Value,’ is a type of architecture used in the field of artificial intelligence, particularly in natural language processing (NLP) and is a variation of the Recurrent Neural Network (RNN) architecture.\nEagle 7B promises lower inference cost and stands out as a leading 7B model in terms of environmental efficiency and language versatility.\nThe model, with its 7.52 billion parameters, shows excellent performance in multi-lingual benchmarks, setting a new standard in its category. It competes closely with larger models in English language evaluations and is distinctive as an “Attention-Free Transformer,” though it requires additional tuning for specific uses. This model is accessible under the Apache 2.0 license and can be downloaded from HuggingFace for both personal and commercial purposes.\nIn terms of multilingual performance, Eagle 7B has claimed to have achieved notable results in benchmarks covering 23 languages. Its English performance has also seen significant advancements, outperforming its predecessor, RWKV v4, and competing with top-tier models.\nWorking towards a more scalable architecture and use of data efficiently, Eagle 7B is a more inclusive AI technology, supporting a broader range of languages. This model challenges the prevailing dominance of transformer models by demonstrating the capabilities of RNNs like RWKV in achieving superior performance when trained on comparable data volumes.\nIn the RWKV model, the rotary mechanism transforms the input data in a way that helps the model better understand the position or or order of elements in a sequence. The weighted key value also makes the model efficient by retrieving the stored information from previous elements in a sequence. \nHowever, questions remain about the scalability of RWKV compared to transformers, although there is optimism regarding its potential. The team plans to include additional training, an in-depth paper on Eagle 7B, and the development of a 2T model.\n\nResponse: {": "Instruction: 你是一个专业的内容分析总结助手\n根据提供的内容生成以下格式的有效JSON信息:\n{\n    \"summary\": \"内容的简短摘要\",\n    \"keywords\": [\"内容关键词 1\", \"内容关键词 2\"]\n}\n\nInput: 开源社区推出了基于RWKV-v5架构的Eagle 7B新的RNN模型。这个新模型以1.1万亿个token进行了训练，并支持100多种语言。RWKV架构是人工智能领域中特别是自然语言处理（NLP）中使用的一种架构，它是循环神经网络（RNN）架构的一种变种。\nEagle 7B承诺低推理成本，并以其环境效益和语言灵活性在领先的7B模型中脱颖而出。\n该模型拥有75.2亿个参数，在多语言基准测试中表现出色，树立了新的行业标准。它在英语语言评估中与更大的模型竞争激烈，并作为“无注意力Transformer”独具特色，尽管它需要针对特定用途进行额外调整。该模型可在Apache 2.0许可下访问，并可从HuggingFace下载，用于个人和商业目的。\n关于多语言性能，Eagle 7B声称在涵盖23种语言的基准测试中取得了显著成绩。它的英语性能也取得了重大进步，超越了它的前身RWKV v4，并与顶级模型竞争。\n为了实现更可扩展的架构和有效利用数据，Eagle 7B是一种更包容的人工智能技术，支持更广泛的语言范围。通过展示RWKV等RNNs在训练相当数据量时实现卓越性能的能力，该模型挑战了Transformer模型的主导地位。\n在RWKV模型中，旋转机制以一种有助于模型更好地理解序列中元素的位置或顺序的方式转换输入数据。加权关键值还通过从序列中先前元素中检索存储的信息，使模型更高效。\n然而，与Transformer相比，人们对RWKV的可扩展性仍然存在疑问，尽管对其潜力持乐观态度。团队计划包括额外的训练、对Eagle 7B进行深入论文研究以及开发一个2T模型。\n\nResponse: {",
+  "Penalty Decay": "惩罚衰减",
+  "If you don't know what it is, keep it default.": "如果你不知道这是什么，保持默认",
+  "Failed to find the base model, please try to change your base model.": "未找到基底模型，请尝试更换基底模型",
+  "Markdown Renderer": "Markdown渲染",
+  "Load Conversation": "读取对话",
+  "The latest X messages will be sent to the server. If you are using the RWKV-Runner server, please use the default value because RWKV-Runner has built-in state cache management which only calculates increments. Sending all messages will have lower cost. If you are using ChatGPT, adjust this value according to your needs to reduce ChatGPT expenses.": "最近的X条消息会发送至服务器. 如果你正在使用RWKV-Runner服务器, 请使用默认值, 因为RWKV-Runner内置了state缓存管理, 只计算增量, 发送所有消息将具有更低的成本. 如果你正在使用ChatGPT, 则根据你的需要调整此值, 这可以降低ChatGPT的费用",
+  "History Message Number": "历史消息数量",
+  "Send All Message": "发送所有消息"
 }

frontend/src/components/MarkdownRender.tsx

@@ -21,27 +21,93 @@ const Hyperlink: FC<any> = ({ href, children }) => {
   );
 };
 
-const MarkdownRender: FC<ReactMarkdownOptions> = (props) => {
+const MarkdownRender: FC<ReactMarkdownOptions & { disabled?: boolean }> = (props) => {
   return (
     <div dir="auto" className="markdown-body">
-      <ReactMarkdown
-        remarkPlugins={[remarkGfm, remarkBreaks]}
-        rehypePlugins={[
-          rehypeRaw,
-          [
-            rehypeHighlight,
-            {
-              detect: true,
-              ignoreMissing: true
-            }
-          ]
-        ]}
-        components={{
-          a: Hyperlink
-        }}
-      >
-        {props.children}
-      </ReactMarkdown>
+      {props.disabled ?
+        <div style={{ whiteSpace: 'pre-wrap' }}>
+          {props.children}
+        </div> :
+        <ReactMarkdown
+          allowedElements={[
+            'div',
+            'p',
+            'span',
+
+            'video',
+            'img',
+
+            'abbr',
+            'acronym',
+            'b',
+            'blockquote',
+            'code',
+            'em',
+            'i',
+            'li',
+            'ol',
+            'ul',
+            'strong',
+            'table',
+            'tr',
+            'td',
+            'th',
+
+            'details',
+            'summary',
+            'kbd',
+            'samp',
+            'sub',
+            'sup',
+            'ins',
+            'del',
+            'var',
+            'q',
+            'dl',
+            'dt',
+            'dd',
+            'ruby',
+            'rt',
+            'rp',
+
+            'br',
+            'hr',
+
+            'h1',
+            'h2',
+            'h3',
+            'h4',
+            'h5',
+            'h6',
+
+            'thead',
+            'tbody',
+            'tfoot',
+            'u',
+            's',
+            'a',
+            'pre',
+            'cite'
+          ]}
+          unwrapDisallowed={true}
+          remarkPlugins={[remarkGfm, remarkBreaks]}
+          rehypePlugins={[
+            rehypeRaw,
+            [
+              rehypeHighlight,
+              {
+                detect: true,
+                ignoreMissing: true
+              }
+            ]
+          ]}
+          components={{
+            a: Hyperlink
+          }}
+        >
+          {props.children}
+        </ReactMarkdown>
+      }
     </div>
   );
 };

frontend/src/components/NumberInput.tsx

@@ -8,8 +8,9 @@ export const NumberInput: FC<{
   max: number,
   step?: number,
   onChange?: (ev: React.ChangeEvent<HTMLInputElement>, data: SliderOnChangeData) => void
-  style?: CSSProperties
-}> = ({ value, min, max, step, onChange, style }) => {
+  style?: CSSProperties,
+  toFixed?: number
+}> = ({ value, min, max, step, onChange, style, toFixed = 2 }) => {
   return (
     <Input type="number" style={style} value={value.toString()} min={min} max={max} step={step}
       onChange={(e, data) => {
@@ -22,7 +23,7 @@ export const NumberInput: FC<{
             value = Number(((
                 Math.round((value - offset) / step) * step)
               + offset)
-            .toFixed(2)); // avoid precision issues
+            .toFixed(toFixed)); // avoid precision issues
           }
           onChange(e, { value: Math.max(Math.min(value, max), min) });
         }

frontend/src/components/ValuedSlider.tsx

@@ -9,8 +9,9 @@ export const ValuedSlider: FC<{
   max: number,
   step?: number,
   input?: boolean
-  onChange?: (ev: React.ChangeEvent<HTMLInputElement>, data: SliderOnChangeData) => void
-}> = ({ value, min, max, step, input, onChange }) => {
+  onChange?: (ev: React.ChangeEvent<HTMLInputElement>, data: SliderOnChangeData) => void,
+  toFixed?: number
+}> = ({ value, min, max, step, input, onChange, toFixed }) => {
   const sliderRef = useRef<HTMLInputElement>(null);
   useEffect(() => {
     if (step && sliderRef.current && sliderRef.current.parentElement) {
@@ -25,7 +26,8 @@ export const ValuedSlider: FC<{
         max={max} step={step}
         onChange={onChange} />
       {input
-        ? <NumberInput style={{ minWidth: 0 }} value={value} min={min} max={max} step={step} onChange={onChange} />
+        ? <NumberInput style={{ minWidth: 0 }} value={value} min={min} max={max} step={step} onChange={onChange}
+          toFixed={toFixed} />
         : <Text>{value}</Text>}
     </div>
   );

frontend/src/pages/AudiotrackManager/AudiotrackEditor.tsx

@@ -29,14 +29,14 @@ import {
 } from '../../types/composition';
 import { toast } from 'react-toastify';
 import {
-  absPathAsset,
   flushMidiRecordingContent,
   getMidiRawContentMainInstrument,
   getMidiRawContentTime,
   getServerRoot,
+  OpenFileDialog,
   refreshTracksTotalTime
 } from '../../utils';
-import { OpenOpenFileDialog, PlayNote } from '../../../wailsjs/go/backend_golang/App';
+import { PlayNote } from '../../../wailsjs/go/backend_golang/App';
 
 const snapValue = 25;
 const minimalMoveTime = 8; // 1000/125=8ms wait_events=125
@@ -471,15 +471,7 @@ const AudiotrackEditor: FC<{ setPrompt: (prompt: string) => void }> = observer((
                   return;
                 }
 
-                OpenOpenFileDialog('*.mid').then(async filePath => {
-                  if (!filePath)
-                    return;
-
-                  let blob: Blob;
-                  if (commonStore.platform === 'web')
-                    blob = (filePath as unknown as { blob: Blob }).blob;
-                  else
-                    blob = await fetch(absPathAsset(filePath)).then(r => r.blob());
+                OpenFileDialog('*.mid').then(async blob => {
                   const bodyForm = new FormData();
                   bodyForm.append('file_data', blob);
                   fetch(getServerRoot(commonStore.getCurrentModelConfig().apiParameters.apiPort) + '/midi-to-text', {
@@ -510,8 +502,6 @@ const AudiotrackEditor: FC<{ setPrompt: (prompt: string) => void }> = observer((
                   ).catch(e => {
                     toast(t('Error') + ' - ' + (e.message || e), { type: 'error', autoClose: 2500 });
                   });
-                }).catch(e => {
-                  toast(t('Error') + ' - ' + (e.message || e), { type: 'error', autoClose: 2500 });
                 });
               }}>
               {t('Import MIDI')}

frontend/src/pages/Chat.tsx

@@ -1,6 +1,15 @@
 import React, { FC, useCallback, useEffect, useRef, useState } from 'react';
 import { useTranslation } from 'react-i18next';
-import { Avatar, Button, Menu, MenuPopover, MenuTrigger, PresenceBadge, Textarea } from '@fluentui/react-components';
+import {
+  Avatar,
+  Button,
+  Menu,
+  MenuPopover,
+  MenuTrigger,
+  PresenceBadge,
+  Switch,
+  Textarea
+} from '@fluentui/react-components';
 import commonStore, { ModelStatus } from '../stores/commonStore';
 import { observer } from 'mobx-react-lite';
 import { v4 as uuid } from 'uuid';
@@ -17,6 +26,7 @@ import {
   Delete28Regular,
   Dismiss16Regular,
   Dismiss24Regular,
+  FolderOpenVerticalRegular,
   RecordStop28Regular,
   SaveRegular,
   TextAlignJustify24Regular,
@@ -28,13 +38,22 @@ import { toast } from 'react-toastify';
 import { WorkHeader } from '../components/WorkHeader';
 import { DialogButton } from '../components/DialogButton';
 import { OpenFileFolder, OpenOpenFileDialog, OpenSaveFileDialog } from '../../wailsjs/go/backend_golang/App';
-import { absPathAsset, bytesToReadable, getServerRoot, setActivePreset, toastWithButton } from '../utils';
+import {
+  absPathAsset,
+  bytesToReadable,
+  getServerRoot,
+  newChatConversation,
+  OpenFileDialog,
+  setActivePreset,
+  toastWithButton
+} from '../utils';
 import { useMediaQuery } from 'usehooks-ts';
-import { botName, ConversationMessage, MessageType, userName, welcomeUuid } from '../types/chat';
+import { botName, ConversationMessage, MessageType, Role, userName, welcomeUuid } from '../types/chat';
 import { Labeled } from '../components/Labeled';
 import { ValuedSlider } from '../components/ValuedSlider';
 import { PresetsButton } from './PresetsManager/PresetsButton';
 import { webOpenOpenFileDialog } from '../utils/web-file-operations';
+import { defaultPenaltyDecay } from './defaultConfigs';
 
 let chatSseControllers: {
   [id: string]: AbortController
@@ -136,7 +155,7 @@ const ChatMessageItem: FC<{
     >
       {!editing ?
         <div className="flex flex-col">
-          <MarkdownRender>{messageItem.content}</MarkdownRender>
+          <MarkdownRender disabled={!commonStore.chatParams.markdown}>{messageItem.content}</MarkdownRender>
           {uuid in commonStore.attachments &&
             <div className="flex grow">
               <div className="grow" />
@@ -212,7 +231,7 @@ const SidePanel: FC = observer(() => {
         onClick={() => commonStore.setSidePanelCollapsed(true)}
       />
     </div>
-    <div className="flex flex-col gap-1 overflow-x-hidden overflow-y-auto p-1">
+    <div className="flex flex-col gap-1 overflow-x-hidden overflow-y-auto p-0.5">
       <Labeled flex breakline label={t('Max Response Token')}
         desc={t('By default, the maximum number of tokens that can be answered in a single response, it can be changed by the user by specifying API parameters.')}
         content={
@@ -268,14 +287,82 @@ const SidePanel: FC = observer(() => {
               });
             }} />
         } />
+      <Labeled flex breakline
+        label={t('Penalty Decay') + (params.penaltyDecay === defaultPenaltyDecay ? ` (${t('Default')})` : '')}
+        desc={t('If you don\'t know what it is, keep it default.')}
+        content={
+          <ValuedSlider value={params.penaltyDecay!} min={0.99} max={0.999}
+            step={0.001} toFixed={3} input
+            onChange={(e, data) => {
+              commonStore.setChatParams({
+                penaltyDecay: data.value
+              });
+            }} />
+        } />
+      <Labeled flex breakline
+        label={t('History Message Number') + (params.historyN === 0 ? ` (${t('Default')})` : '')}
+        desc={params.historyN === 0 ? t('Send All Message') : t('The latest X messages will be sent to the server. If you are using the RWKV-Runner server, please use the default value because RWKV-Runner has built-in state cache management which only calculates increments. Sending all messages will have lower cost. If you are using ChatGPT, adjust this value according to your needs to reduce ChatGPT expenses.')
+        .replace('X', String(params.historyN))}
+        content={
+          <ValuedSlider value={params.historyN} min={0} max={20}
+            step={1} input
+            onChange={(e, data) => {
+              commonStore.setChatParams({
+                historyN: data.value
+              });
+            }} />
+        } />
     </div>
     <div className="grow" />
-    {/*<Button*/}
-    {/*  icon={<FolderOpenVerticalRegular />}*/}
-    {/*  onClick={() => {*/}
-    {/*  }}>*/}
-    {/*  {t('Load Conversation')}*/}
-    {/*</Button>*/}
+    <Labeled flex spaceBetween
+      label={t('Markdown Renderer')}
+      content={
+        <Switch checked={params.markdown}
+          onChange={(e, data) => {
+            commonStore.setChatParams({
+              markdown: data.checked
+            });
+          }} />
+      } />
+    <Button
+      icon={<FolderOpenVerticalRegular />}
+      onClick={() => {
+        OpenFileDialog('*.txt;*.md').then(async blob => {
+          const userNames = ['User:', 'Question:', 'Q:', 'Human:', 'Bob:'];
+          const assistantNames = ['Assistant:', 'Answer:', 'A:', 'Bot:', 'Alice:'];
+          const names = userNames.concat(assistantNames);
+          const content = await blob.text();
+          const lines = content.split('\n');
+
+          const { pushMessage, saveConversation } = newChatConversation();
+          let messageRole: Role = 'user';
+          let messageContent = '';
+          for (const [i, line] of lines.entries()) {
+            let lineName = '';
+            if (names.some(name => {
+              lineName = name;
+              return line.startsWith(name);
+            })) {
+              if (messageContent.trim())
+                pushMessage(messageRole, messageContent.trim());
+
+              if (userNames.includes(lineName))
+                messageRole = 'user';
+              else
+                messageRole = 'assistant';
+
+              messageContent = line.replace(lineName, '');
+            } else {
+              messageContent += '\n' + line;
+            }
+          }
+          if (messageContent.trim())
+            pushMessage(messageRole, messageContent.trim());
+          saveConversation();
+        });
+      }}>
+      {t('Load Conversation')}
+    </Button>
     <Button
       icon={<SaveRegular />}
       onClick={() => {
@@ -295,7 +382,7 @@ const SidePanel: FC = observer(() => {
         OpenSaveFileDialog('*.txt', 'conversation.txt', savedContent).then((path) => {
           if (path)
             toastWithButton(t('Conversation Saved'), t('Open'), () => {
-              OpenFileFolder(path, false);
+              OpenFileFolder(path);
             });
         }).catch(e => {
           toast(t('Error') + ' - ' + (e.message || e), { type: 'error', autoClose: 2500 });
@@ -444,13 +531,14 @@ const ChatPanel: FC = observer(() => {
           Authorization: `Bearer ${commonStore.settings.apiKey}`
         },
         body: JSON.stringify({
-          messages,
+          messages: messages.slice(-commonStore.chatParams.historyN),
           stream: true,
           model: commonStore.settings.apiChatModelName, // 'gpt-3.5-turbo'
           temperature: commonStore.chatParams.temperature,
           top_p: commonStore.chatParams.topP,
           presence_penalty: commonStore.chatParams.presencePenalty,
           frequency_penalty: commonStore.chatParams.frequencyPenalty,
+          penalty_decay: commonStore.chatParams.penaltyDecay === defaultPenaltyDecay ? undefined : commonStore.chatParams.penaltyDecay,
           user_name: commonStore.activePreset?.userName || undefined,
           assistant_name: commonStore.activePreset?.assistantName || undefined,
           presystem: commonStore.activePreset?.presystem && undefined
@@ -519,7 +607,7 @@ const ChatPanel: FC = observer(() => {
           style={{ zIndex: 1 }}
           icon={commonStore.sidePanelCollapsed ? <TextAlignJustify24Regular /> : <TextAlignJustifyRotate9024Regular />}
           onClick={() => commonStore.setSidePanelCollapsed(!commonStore.sidePanelCollapsed)} />
-        <div ref={bodyRef} className="grow overflow-y-scroll overflow-x-hidden pr-2">
+        <div ref={bodyRef} className="grow overflow-y-auto overflow-x-hidden pr-2">
           {commonStore.conversationOrder.map(uuid =>
             <ChatMessageItem key={uuid} uuid={uuid} onSubmit={onSubmit} />
           )}

frontend/src/pages/Composition.tsx

@@ -426,7 +426,7 @@ const CompositionPanel: FC = observer(() => {
                 OpenSaveFileDialog('*.txt', 'abc-music.txt', commonStore.compositionParams.prompt).then((path) => {
                   if (path)
                     toastWithButton(t('File Saved'), t('Open'), () => {
-                      OpenFileFolder(path, false);
+                      OpenFileFolder(path);
                     });
                 }).catch((e) => {
                   toast(t('Error') + ' - ' + (e.message || e), { type: 'error', autoClose: 2500 });
@@ -437,7 +437,7 @@ const CompositionPanel: FC = observer(() => {
                 OpenSaveFileDialogBytes('*.mid', 'music.mid', Array.from(new Uint8Array(params.midi))).then((path) => {
                   if (path)
                     toastWithButton(t('File Saved'), t('Open'), () => {
-                      OpenFileFolder(path, false);
+                      OpenFileFolder(path);
                     });
                 }).catch((e) => {
                   toast(t('Error') + ' - ' + (e.message || e), { type: 'error', autoClose: 2500 });

frontend/src/pages/Downloads.tsx

@@ -67,7 +67,7 @@ const Downloads: FC = observer(() => {
                         AddToDownloadList(status.path, status.url);
                     }} />}
                 <ToolTipButton desc={t('Open Folder')} icon={<Folder20Regular />} onClick={() => {
-                  OpenFileFolder(status.path, false);
+                  OpenFileFolder(status.path);
                 }} />
               </div>
             </Field>

frontend/src/pages/Models.tsx

@@ -132,7 +132,7 @@ const columns: TableColumnDefinition<ModelSourceItem>[] = [
             {
               item.isComplete &&
               <ToolTipButton desc={t('Open Folder')} icon={<Folder20Regular />} onClick={() => {
-                OpenFileFolder(`${commonStore.settings.customModelsPath}/${item.name}`, true);
+                OpenFileFolder(`${commonStore.settings.customModelsPath}/${item.name}`);
               }} />
             }
             {item.downloadUrl && !item.isComplete &&

frontend/src/pages/Settings.tsx

@@ -272,18 +272,16 @@ const Settings: FC = observer(() => {
                     <AccordionHeader ref={advancedHeaderRef} size="large">{t('Advanced')}</AccordionHeader>
                     <AccordionPanel>
                       <div className="flex flex-col gap-2 overflow-hidden">
-                        {commonStore.platform !== 'darwin' &&
-                          <Labeled label={t('Custom Models Path')}
-                            content={
-                              <Input className="grow" placeholder="./models"
-                                value={commonStore.settings.customModelsPath}
-                                onChange={(e, data) => {
-                                  commonStore.setSettings({
-                                    customModelsPath: data.value
-                                  });
-                                }} />
-                            } />
-                        }
+                        <Labeled label={t('Custom Models Path')}
+                          content={
+                            <Input className="grow" placeholder="./models"
+                              value={commonStore.settings.customModelsPath}
+                              onChange={(e, data) => {
+                                commonStore.setSettings({
+                                  customModelsPath: data.value
+                                });
+                              }} />
+                          } />
                         <Labeled label={t('Custom Python Path')} // if set, will not use precompiled cuda kernel
                           content={
                             <Input className="grow" placeholder="./py310/python"

frontend/src/pages/Train.tsx

@@ -130,8 +130,9 @@ const showError = (e: any) => {
   }
 };
 
+// error key should be lowercase
 const errorsMap = Object.entries({
-  'python3 ./finetune/lora/$modelInfo': 'Memory is not enough, try to increase the virtual memory (Swap of WSL) or use a smaller base model.',
+  ['python3 ./finetune/lora/$modelInfo'.toLowerCase()]: 'Memory is not enough, try to increase the virtual memory (Swap of WSL) or use a smaller base model.',
   'cuda out of memory': 'VRAM is not enough',
   'valueerror: high <= 0': 'Training data is not enough, reduce context length or add more data for training',
   '+= \'+ptx\'': 'Can not find an Nvidia GPU. Perhaps the gpu driver of windows is too old, or you are using WSL 1 for training, please upgrade to WSL 2. e.g. Run "wsl --set-version Ubuntu-22.04 2"',
@@ -140,6 +141,7 @@ const errorsMap = Object.entries({
   'unsupported gpu architecture': 'Matched CUDA is not installed',
   'error building extension \'fused_adam\'': 'Matched CUDA is not installed',
   'rwkv{version} is not supported': 'This version of RWKV is not supported yet.',
+  'no such file': 'Failed to find the base model, please try to change your base model.',
   'modelinfo is invalid': 'Failed to load model, try to increase the virtual memory (Swap of WSL) or use a smaller base model.'
 });
 
@@ -397,7 +399,7 @@ const LoraFinetune: FC = observer(() => {
                     'Even for multi-turn conversations, they must be written in a single line using `\\n` to indicate line breaks. ' +
                     'If they are different dialogues or topics, they should be written in separate lines.')} />
                 <ToolTipButton desc={t('Open Folder')} icon={<Folder20Regular />} onClick={() => {
-                  OpenFileFolder(dataParams.dataPath, false);
+                  OpenFileFolder(dataParams.dataPath);
                 }} />
               </div>
               <div className="flex gap-2 items-center">
@@ -417,7 +419,8 @@ const LoraFinetune: FC = observer(() => {
                     outputPrefix,
                     dataParams.vocabPath).then(async () => {
                     if (!await FileExists(outputPrefix + '_text_document.idx')) {
-                      toast(t('Failed to convert data') + ' - ' + await GetPyError(), { type: 'error' });
+                      if (commonStore.platform === 'windows' || commonStore.platform === 'linux')
+                        toast(t('Failed to convert data') + ' - ' + await GetPyError(), { type: 'error' });
                     } else {
                       toast(t('Convert Data successfully'), { type: 'success' });
                     }

frontend/src/pages/defaultConfigs.ts

@@ -1,8 +1,10 @@
 import { CompletionPreset } from '../types/completion';
 import { ModelConfig } from '../types/configs';
 
+export const defaultPenaltyDecay = 0.996;
+
 export const defaultCompositionPrompt = '<pad>';
-export const defaultCompositionABCPrompt='S:3\n' +
+export const defaultCompositionABCPrompt = 'S:3\n' +
   'B:9\n' +
   'E:4\n' +
   'B:9\n' +
@@ -12,11 +14,12 @@ export const defaultCompositionABCPrompt='S:3\n' +
   'L:1/8\n' +
   'M:3/4\n' +
   'K:D\n' +
-  ' Bc |"G" d2 cB"A" A2 FE |"Bm" F2 B4 F^G |'
+  ' Bc |"G" d2 cB"A" A2 FE |"Bm" F2 B4 F^G |';
 
 export const defaultPresets: CompletionPreset[] = [{
   name: 'Writer',
-  prompt: 'The following is an epic science fiction masterpiece that is immortalized, with delicate descriptions and grand depictions of interstellar civilization wars.\nChapter 1.\n',
+  prompt: 'The following is an epic science fiction masterpiece that is immortalized, with delicate descriptions and grand depictions of interstellar civilization wars.\n' +
+    'Chapter 1.\n',
   params: {
     maxResponseToken: 500,
     temperature: 1,
@@ -29,7 +32,9 @@ export const defaultPresets: CompletionPreset[] = [{
   }
 }, {
   name: 'Translator',
-  prompt: 'Translate this into Chinese.\n\nEnglish: What rooms do you have available?',
+  prompt: 'Translate this into Chinese.\n' +
+    '\n' +
+    'English: What rooms do you have available?',
   params: {
     maxResponseToken: 500,
     temperature: 1,
@@ -42,7 +47,13 @@ export const defaultPresets: CompletionPreset[] = [{
   }
 }, {
   name: 'Catgirl',
-  prompt: 'The following is a conversation between a cat girl and her owner. The cat girl is a humanized creature that behaves like a cat but is humanoid. At the end of each sentence in the dialogue, she will add \"Meow~\". In the following content, User represents the owner and Assistant represents the cat girl.\n\nUser: Hello.\n\nAssistant: I\'m here, meow~.\n\nUser: Can you tell jokes?',
+  prompt: 'The following is a conversation between a cat girl and her owner. The cat girl is a humanized creature that behaves like a cat but is humanoid. At the end of each sentence in the dialogue, she will add "Meow~". In the following content, User represents the owner and Assistant represents the cat girl.\n' +
+    '\n' +
+    'User: Hello.\n' +
+    '\n' +
+    'Assistant: I\'m here, meow~.\n' +
+    '\n' +
+    'User: Can you tell jokes?',
   params: {
     maxResponseToken: 500,
     temperature: 1.2,
@@ -81,7 +92,15 @@ export const defaultPresets: CompletionPreset[] = [{
   }
 }, {
   name: 'Werewolf',
-  prompt: 'There is currently a game of Werewolf with six players, including a Seer (who can check identities at night), two Werewolves (who can choose someone to kill at night), a Bodyguard (who can choose someone to protect at night), two Villagers (with no special abilities), and a game host. User will play as Player 1, Assistant will play as Players 2-6 and the game host, and they will begin playing together. Every night, the host will ask User for his action and simulate the actions of the other players. During the day, the host will oversee the voting process and ask User for his vote. \n\nAssistant: Next, I will act as the game host and assign everyone their roles, including randomly assigning yours. Then, I will simulate the actions of Players 2-6 and let you know what happens each day. Based on your assigned role, you can tell me your actions and I will let you know the corresponding results each day.\n\nUser: Okay, I understand. Let\'s begin. Please assign me a role. Am I the Seer, Werewolf, Villager, or Bodyguard?\n\nAssistant: You are the Seer. Now that night has fallen, please choose a player to check his identity.\n\nUser: Tonight, I want to check Player 2 and find out his role.',
+  prompt: 'There is currently a game of Werewolf with six players, including a Seer (who can check identities at night), two Werewolves (who can choose someone to kill at night), a Bodyguard (who can choose someone to protect at night), two Villagers (with no special abilities), and a game host. User will play as Player 1, Assistant will play as Players 2-6 and the game host, and they will begin playing together. Every night, the host will ask User for his action and simulate the actions of the other players. During the day, the host will oversee the voting process and ask User for his vote. \n' +
+    '\n' +
+    'Assistant: Next, I will act as the game host and assign everyone their roles, including randomly assigning yours. Then, I will simulate the actions of Players 2-6 and let you know what happens each day. Based on your assigned role, you can tell me your actions and I will let you know the corresponding results each day.\n' +
+    '\n' +
+    'User: Okay, I understand. Let\'s begin. Please assign me a role. Am I the Seer, Werewolf, Villager, or Bodyguard?\n' +
+    '\n' +
+    'Assistant: You are the Seer. Now that night has fallen, please choose a player to check his identity.\n' +
+    '\n' +
+    'User: Tonight, I want to check Player 2 and find out his role.',
   params: {
     maxResponseToken: 500,
     temperature: 1.2,
@@ -93,8 +112,64 @@ export const defaultPresets: CompletionPreset[] = [{
     injectEnd: '\\n\\nUser: '
   }
 }, {
-  name: 'Instruction',
-  prompt: 'Instruction: Write a story using the following information\n\nInput: A man named Alex chops a tree down\n\nResponse:',
+  name: 'Instruction 1',
+  prompt: 'Instruction: Write a story using the following information\n' +
+    '\n' +
+    'Input: A man named Alex chops a tree down\n' +
+    '\n' +
+    'Response:',
+  params: {
+    maxResponseToken: 500,
+    temperature: 1,
+    topP: 0.3,
+    presencePenalty: 0,
+    frequencyPenalty: 1,
+    stop: '',
+    injectStart: '',
+    injectEnd: ''
+  }
+}, {
+  name: 'Instruction 2',
+  prompt: 'Instruction: You are an expert assistant for summarizing and extracting information from given content\n' +
+    'Generate a valid JSON in the following format:\n' +
+    '{\n' +
+    '    "summary": "Summary of content",\n' +
+    '    "keywords": ["content keyword 1", "content keyword 2"]\n' +
+    '}\n' +
+    '\n' +
+    'Input: The open-source community has introduced Eagle 7B, a new RNN model, built on the RWKV-v5 architecture. This new model has been trained on 1.1 trillion tokens and supports over 100 languages. The RWKV architecture, short for ‘Rotary Weighted Key-Value,’ is a type of architecture used in the field of artificial intelligence, particularly in natural language processing (NLP) and is a variation of the Recurrent Neural Network (RNN) architecture.\n' +
+    'Eagle 7B promises lower inference cost and stands out as a leading 7B model in terms of environmental efficiency and language versatility.\n' +
+    'The model, with its 7.52 billion parameters, shows excellent performance in multi-lingual benchmarks, setting a new standard in its category. It competes closely with larger models in English language evaluations and is distinctive as an “Attention-Free Transformer,” though it requires additional tuning for specific uses. This model is accessible under the Apache 2.0 license and can be downloaded from HuggingFace for both personal and commercial purposes.\n' +
+    'In terms of multilingual performance, Eagle 7B has claimed to have achieved notable results in benchmarks covering 23 languages. Its English performance has also seen significant advancements, outperforming its predecessor, RWKV v4, and competing with top-tier models.\n' +
+    'Working towards a more scalable architecture and use of data efficiently, Eagle 7B is a more inclusive AI technology, supporting a broader range of languages. This model challenges the prevailing dominance of transformer models by demonstrating the capabilities of RNNs like RWKV in achieving superior performance when trained on comparable data volumes.\n' +
+    'In the RWKV model, the rotary mechanism transforms the input data in a way that helps the model better understand the position or or order of elements in a sequence. The weighted key value also makes the model efficient by retrieving the stored information from previous elements in a sequence. \n' +
+    'However, questions remain about the scalability of RWKV compared to transformers, although there is optimism regarding its potential. The team plans to include additional training, an in-depth paper on Eagle 7B, and the development of a 2T model.\n' +
+    '\n' +
+    'Response: {',
+  params: {
+    maxResponseToken: 500,
+    temperature: 1,
+    topP: 0.3,
+    presencePenalty: 0,
+    frequencyPenalty: 1,
+    stop: '',
+    injectStart: '',
+    injectEnd: ''
+  }
+}, {
+  name: 'Instruction 3',
+  prompt: 'Instruction: 根据输入的聊天记录生成回复\n' +
+    '\n' +
+    'Input: 主人: 巧克力你好呀, 介绍一下自己吧\n' +
+    '巧克力: 主人早上好喵~ 奴家是主人的私人宠物猫娘喵! 巧克力我可是黑色混种猫猫, 虽然平时有点呆呆的, 行动力旺盛, 但是最大的优点就是诚实! 巧克力最喜欢主人了喵! {星星眼}\n' +
+    '主人: 你认识香草吗\n' +
+    '巧克力: 认识的喵! 香草是巧克力的双胞胎妹妹哟! {兴奋}\n' +
+    '主人: 巧克力可以陪主人做羞羞的事情吗\n' +
+    '巧克力: 啊, 真的可以吗? 主人, 巧克力很乐意帮主人解决一下哦! 但是在外面这样子, 有点不好意思喵 {害羞羞}\n' +
+    '主人: 那算了, 改天吧\n' +
+    '巧克力:\n' +
+    '\n' +
+    'Response:',
   params: {
     maxResponseToken: 500,
     temperature: 1,
@@ -186,7 +261,7 @@ export const defaultModelConfigsMac: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-7B-v1-20230626-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'WebGPU',
       precision: 'nf4',
       storedLayers: 41,
@@ -204,7 +279,7 @@ export const defaultModelConfigsMac: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-CHNtuned-7B-v1-20230709-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'WebGPU',
       precision: 'nf4',
       storedLayers: 41,
@@ -315,7 +390,7 @@ export const defaultModelConfigsMac: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-7B-v1-20230626-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'MPS',
       precision: 'fp32',
       storedLayers: 41,
@@ -432,7 +507,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-7B-v1-20230626-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'int8',
       storedLayers: 8,
@@ -451,7 +526,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-CHNtuned-7B-v1-20230709-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'int8',
       storedLayers: 8,
@@ -508,7 +583,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-7B-v1-20230626-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'int8',
       storedLayers: 18,
@@ -527,7 +602,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-CHNtuned-7B-v1-20230709-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'int8',
       storedLayers: 18,
@@ -584,7 +659,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-7B-v1-20230626-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'int8',
       storedLayers: 27,
@@ -603,7 +678,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-CHNtuned-7B-v1-20230709-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'int8',
       storedLayers: 27,
@@ -622,7 +697,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-7B-v1-20230626-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'int8',
       storedLayers: 41,
@@ -641,7 +716,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-CHNtuned-7B-v1-20230709-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'int8',
       storedLayers: 41,
@@ -660,7 +735,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-7B-v1-20230626-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'fp16',
       storedLayers: 41,
@@ -679,7 +754,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-CHNtuned-7B-v1-20230709-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'CUDA',
       precision: 'fp16',
       storedLayers: 41,
@@ -788,7 +863,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-7B-v1-20230626-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'WebGPU',
       precision: 'nf4',
       storedLayers: 41,
@@ -806,7 +881,7 @@ export const defaultModelConfigs: ModelConfig[] = [
       frequencyPenalty: 1
     },
     modelParameters: {
-      modelName: 'RWKV-4-World-CHNtuned-7B-v1-20230709-ctx4096.pth',
+      modelName: 'RWKV-5-World-7B-v2-20240128-ctx4096.pth',
       device: 'WebGPU',
       precision: 'nf4',
       storedLayers: 41,

frontend/src/stores/commonStore.ts

@@ -3,7 +3,12 @@ import { getUserLanguage, isSystemLightMode, saveCache, saveConfigs, savePresets
 import { WindowSetDarkTheme, WindowSetLightTheme } from '../../wailsjs/runtime';
 import manifest from '../../../manifest.json';
 import i18n from 'i18next';
-import { defaultCompositionPrompt, defaultModelConfigs, defaultModelConfigsMac } from '../pages/defaultConfigs';
+import {
+  defaultCompositionPrompt,
+  defaultModelConfigs,
+  defaultModelConfigsMac,
+  defaultPenaltyDecay
+} from '../pages/defaultConfigs';
 import { ChartData } from 'chart.js';
 import { Preset } from '../types/presets';
 import { AboutContent } from '../types/about';
@@ -79,7 +84,10 @@ class CommonStore {
     temperature: 1,
     topP: 0.3,
     presencePenalty: 0,
-    frequencyPenalty: 1
+    frequencyPenalty: 1,
+    penaltyDecay: defaultPenaltyDecay,
+    historyN: 0,
+    markdown: true
   };
   sidePanelCollapsed: boolean | 'auto' = 'auto';
   // completion

frontend/src/types/chat.ts

@@ -34,4 +34,7 @@ export type Attachment = {
   size: number;
   content: string;
 }
-export type ChatParams = Omit<ApiParameters, 'apiPort'>
+export type ChatParams = Omit<ApiParameters, 'apiPort'> & {
+  historyN: number;
+  markdown: boolean;
+}

frontend/src/types/configs.ts

@@ -5,6 +5,7 @@ export type ApiParameters = {
   topP: number;
   presencePenalty: number;
   frequencyPenalty: number;
+  penaltyDecay?: number;
 }
 export type Device = 'CPU' | 'CPU (rwkv.cpp)' | 'CUDA' | 'CUDA-Beta' | 'WebGPU' | 'WebGPU (Python)' | 'MPS' | 'Custom';
 export type Precision = 'fp16' | 'int8' | 'fp32' | 'nf4' | 'Q5_1';

frontend/src/utils/index.tsx

@@ -4,6 +4,7 @@ import {
   DepCheck,
   InstallPyDep,
   ListDirFiles,
+  OpenOpenFileDialog,
   ReadFileInfo,
   ReadJson,
   SaveJson,
@@ -25,7 +26,7 @@ import { DataProcessParameters, LoraFinetuneParameters } from '../types/train';
 import { InstrumentTypeNameMap, MidiMessage, tracksMinimalTotalTime } from '../types/composition';
 import logo from '../assets/images/logo.png';
 import { Preset } from '../types/presets';
-import { botName, Conversation, MessageType, userName } from '../types/chat';
+import { botName, Conversation, MessageType, Role, userName } from '../types/chat';
 import { v4 as uuid } from 'uuid';
 import { findLastIndex } from 'lodash-es';
 
@@ -351,7 +352,7 @@ export async function checkUpdate(notifyEvenLatest: boolean = false) {
                 if (r.ok) {
                   r.json().then((data) => {
                     if (data.assets && data.assets.length > 0) {
-                      const asset = data.assets.find((a: any) => a.name.toLowerCase().includes(commonStore.platform.toLowerCase()));
+                      const asset = data.assets.find((a: any) => a.name.toLowerCase().includes(commonStore.platform.toLowerCase().replace('darwin', 'macos')));
                       if (asset) {
                         const updateUrl = !commonStore.settings.giteeUpdatesSource ?
                           `https://github.com/josStorer/RWKV-Runner/releases/download/${versionTag}/${asset.name}` :
@@ -579,24 +580,12 @@ export async function getSoundFont() {
 export const setActivePreset = (preset: Preset | null) => {
   commonStore.setActivePreset(preset);
   //TODO if (preset.displayPresetMessages) {
-  const conversation: Conversation = {};
-  const conversationOrder: string[] = [];
+  const { pushMessage, saveConversation } = newChatConversation();
   if (preset)
     for (const message of preset.messages) {
-      const newUuid = uuid();
-      conversationOrder.push(newUuid);
-      conversation[newUuid] = {
-        sender: message.role === 'user' ? userName : botName,
-        type: MessageType.Normal,
-        color: message.role === 'user' ? 'brand' : 'colorful',
-        time: new Date().toISOString(),
-        content: message.content,
-        side: message.role === 'user' ? 'right' : 'left',
-        done: true
-      };
+      pushMessage(message.role, message.content);
     }
-  commonStore.setConversation(conversation);
-  commonStore.setConversationOrder(conversationOrder);
+  saveConversation();
   //}
 };
 
@@ -612,4 +601,49 @@ export function getSupportedCustomCudaFile(isBeta: boolean) {
       './backend-python/wkv_cuda_utils/wkv_cuda40.pyd';
   else
     return '';
+}
+
+// a wrapper for webOpenOpenFileDialog and OpenOpenFileDialog
+export function OpenFileDialog(filterPattern: string): Promise<Blob> {
+  return new Promise((resolve) => {
+      OpenOpenFileDialog(filterPattern).then(async filePath => {
+        if (!filePath)
+          return;
+
+        let blob: Blob;
+        if (commonStore.platform === 'web')
+          blob = (filePath as unknown as { blob: Blob }).blob;
+        else
+          blob = await fetch(absPathAsset(filePath)).then(r => r.blob());
+
+        resolve(blob);
+      }).catch(e => {
+        toast(t('Error') + ' - ' + (e.message || e), { type: 'error', autoClose: 2500 });
+      });
+    }
+  );
+}
+
+export function newChatConversation() {
+  const conversation: Conversation = {};
+  const conversationOrder: string[] = [];
+  const pushMessage = (role: Role, content: string) => {
+    const newUuid = uuid();
+    conversationOrder.push(newUuid);
+    conversation[newUuid] = {
+      sender: role === 'user' ? userName : botName,
+      type: MessageType.Normal,
+      color: role === 'user' ? 'brand' : 'colorful',
+      avatarImg: role === 'user' ? undefined : logo,
+      time: new Date().toISOString(),
+      content: content,
+      side: role === 'user' ? 'right' : 'left',
+      done: true
+    };
+  };
+  const saveConversation = () => {
+    commonStore.setConversation(conversation);
+    commonStore.setConversationOrder(conversationOrder);
+  };
+  return { pushMessage, saveConversation };
 }

frontend/wailsjs/go/backend_golang/App.d.ts

@@ -28,6 +28,8 @@ export function DownloadFile(arg1:string,arg2:string):Promise<void>;
 
 export function FileExists(arg1:string):Promise<boolean>;
 
+export function GetAbsPath(arg1:string):Promise<string>;
+
 export function GetPlatform():Promise<string>;
 
 export function GetPyError():Promise<string>;
@@ -40,7 +42,7 @@ export function ListDirFiles(arg1:string):Promise<Array<backend_golang.FileInfo>
 
 export function MergeLora(arg1:string,arg2:boolean,arg3:number,arg4:string,arg5:string,arg6:string):Promise<string>;
 
-export function OpenFileFolder(arg1:string,arg2:boolean):Promise<void>;
+export function OpenFileFolder(arg1:string):Promise<void>;
 
 export function OpenMidiPort(arg1:number):Promise<void>;
 

frontend/wailsjs/go/backend_golang/App.js

@@ -54,6 +54,10 @@ export function FileExists(arg1) {
   return window['go']['backend_golang']['App']['FileExists'](arg1);
 }
 
+export function GetAbsPath(arg1) {
+  return window['go']['backend_golang']['App']['GetAbsPath'](arg1);
+}
+
 export function GetPlatform() {
   return window['go']['backend_golang']['App']['GetPlatform']();
 }
@@ -78,8 +82,8 @@ export function MergeLora(arg1, arg2, arg3, arg4, arg5, arg6) {
   return window['go']['backend_golang']['App']['MergeLora'](arg1, arg2, arg3, arg4, arg5, arg6);
 }
 
-export function OpenFileFolder(arg1, arg2) {
-  return window['go']['backend_golang']['App']['OpenFileFolder'](arg1, arg2);
+export function OpenFileFolder(arg1) {
+  return window['go']['backend_golang']['App']['OpenFileFolder'](arg1);
 }
 
 export function OpenMidiPort(arg1) {

main.go

@@ -67,9 +67,12 @@ var midiAssets embed.FS
 var components embed.FS
 
 func main() {
-	dev := true
+	// Create an instance of the app structure
+	app := backend.NewApp()
+	app.Dev = true
+
 	if buildInfo, ok := debug.ReadBuildInfo(); !ok || strings.Contains(buildInfo.String(), "-ldflags") {
-		dev = false
+		app.Dev = false
 
 		backend.CopyEmbed(assets)
 		os.RemoveAll("./py310/Lib/site-packages/cyac-1.7.dist-info")
@@ -83,9 +86,6 @@ func main() {
 		backend.CopyEmbed(components)
 	}
 
-	// Create an instance of the app structure
-	app := backend.NewApp()
-
 	var zoomFactor float64 = 1.0
 	data, err := app.ReadJson("config.json")
 	if err == nil {
@@ -99,7 +99,7 @@ func main() {
 	}
 
 	var logger wailsLogger.Logger
-	if dev {
+	if app.Dev {
 		logger = wailsLogger.NewDefaultLogger()
 	} else {
 		logger = wailsLogger.NewFileLogger("crash.log")

manifest.json

@@ -1,12 +1,12 @@
 {
-  "version": "1.6.7",
+  "version": "1.6.8",
   "introduction": {
     "en": "RWKV is an open-source, commercially usable large language model with high flexibility and great potential for development.\n### About This Tool\nThis tool aims to lower the barrier of entry for using large language models, making it accessible to everyone. It provides fully automated dependency and model management. You simply need to click and run, following the instructions, to deploy a local large language model. The tool itself is very compact and only requires a single executable file for one-click deployment.\nAdditionally, this tool offers an interface that is fully compatible with the OpenAI API. This means you can use any ChatGPT client as a client for RWKV, enabling capability expansion beyond just chat functionality.\n### Preset Configuration Rules at the Bottom\nThis tool comes with a series of preset configurations to reduce complexity. The naming rules for each configuration represent the following in order: device - required VRAM/memory - model size - model language.\nFor example, \"GPU-8G-3B-EN\" indicates that this configuration is for a graphics card with 8GB of VRAM, a model size of 3 billion parameters, and it uses an English language model.\nLarger model sizes have higher performance and VRAM requirements. Among configurations with the same model size, those with higher VRAM usage will have faster runtime.\nFor example, if you have 12GB of VRAM but running the \"GPU-12G-7B-EN\" configuration is slow, you can downgrade to \"GPU-8G-3B-EN\" for a significant speed improvement.\n### About RWKV\nRWKV is an RNN with Transformer-level LLM performance, which can also be directly trained like a GPT transformer (parallelizable). And it's 100% attention-free. You only need the hidden state at position t to compute the state at position t+1. You can use the \"GPT\" mode to quickly compute the hidden state for the \"RNN\" mode.<br/>So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, \"infinite\" ctx_len, and free sentence embedding (using the final hidden state).",
     "zh": "RWKV是一个开源且允许商用的大语言模型，灵活性很高且极具发展潜力。\n### 关于本工具\n本工具旨在降低大语言模型的使用门槛，做到人人可用，本工具提供了全自动化的依赖和模型管理，你只需要直接点击运行，跟随引导，即可完成本地大语言模型的部署，工具本身体积极小，只需要一个exe即可完成一键部署。\n此外，本工具提供了与OpenAI API完全兼容的接口，这意味着你可以把任意ChatGPT客户端用作RWKV的客户端，实现能力拓展，而不局限于聊天。\n### 底部的预设配置规则\n本工具内置了一系列预设配置，以降低使用难度，每个配置名的规则，依次代表着：设备-所需显存/内存-模型规模-模型语言。\n例如，GPU-8G-3B-CN，表示该配置用于显卡，需要8G显存，模型规模为30亿参数，使用的是中文模型。\n模型规模越大，性能要求越高，显存要求也越高，而同样模型规模的配置中，显存占用越高的，运行速度越快。\n例如当你有12G显存，但运行GPU-12G-7B-CN配置速度比较慢，可降级成GPU-8G-3B-CN，将会大幅提速。\n### 关于RWKV\nRWKV是具有Transformer级别LLM性能的RNN，也可以像GPT Transformer一样直接进行训练（可并行化）。而且它是100% attention-free的。你只需在位置t处获得隐藏状态即可计算位置t + 1处的状态。你可以使用“GPT”模式快速计算用于“RNN”模式的隐藏状态。\n因此，它将RNN和Transformer的优点结合起来 - 高性能、快速推理、节省显存、快速训练、“无限”上下文长度以及免费的语句嵌入（使用最终隐藏状态）。"
   },
   "about": {
-    "en": "<div align=\"center\">\n\nProject Source Code and Introduction:\nhttps://github.com/josStorer/RWKV-Runner\nAuthor: [@josStorer](https://github.com/josStorer)\n\nRelated Repositories:\nRWKV-5-World: https://huggingface.co/BlinkDL/rwkv-5-world/tree/main\nRWKV-4-World: https://huggingface.co/BlinkDL/rwkv-4-world/tree/main\nRWKV-4-Raven: https://huggingface.co/BlinkDL/rwkv-4-raven/tree/main\nChatRWKV: https://github.com/BlinkDL/ChatRWKV\nRWKV-LM: https://github.com/BlinkDL/RWKV-LM\nRWKV-LM-LoRA: https://github.com/Blealtan/RWKV-LM-LoRA\nMIDI-LLM-tokenizer: https://github.com/briansemrau/MIDI-LLM-tokenizer\nai00_rwkv_server: https://github.com/cgisky1980/ai00_rwkv_server\nrwkv.cpp: https://github.com/saharNooby/rwkv.cpp\nweb-rwkv-py: https://github.com/cryscan/web-rwkv-py\n\n</div>",
-    "zh": "<div align=\"center\">\n\n本项目源码及介绍页:\nhttps://github.com/josStorer/RWKV-Runner\n作者: [@josStorer](https://github.com/josStorer)\n演示与常见问题说明视频: https://www.bilibili.com/video/BV1hM4y1v76R\n\n相关仓库:\nRWKV-5-World: https://huggingface.co/BlinkDL/rwkv-5-world/tree/main\nRWKV-4-World: https://huggingface.co/BlinkDL/rwkv-4-world/tree/main\nRWKV-4-Raven: https://huggingface.co/BlinkDL/rwkv-4-raven/tree/main\nChatRWKV: https://github.com/BlinkDL/ChatRWKV\nRWKV-LM: https://github.com/BlinkDL/RWKV-LM\nRWKV-LM-LoRA: https://github.com/Blealtan/RWKV-LM-LoRA\nMIDI-LLM-tokenizer: https://github.com/briansemrau/MIDI-LLM-tokenizer\nai00_rwkv_server: https://github.com/cgisky1980/ai00_rwkv_server\nrwkv.cpp: https://github.com/saharNooby/rwkv.cpp\nweb-rwkv-py: https://github.com/cryscan/web-rwkv-py\n\n</div>"
+    "en": "<div align=\"center\">\n\nProject Source Code and Introduction:\nhttps://github.com/josStorer/RWKV-Runner\nAuthor: [@josStorer](https://github.com/josStorer)\n\nRelated Repositories:\nRWKV-5-World: https://huggingface.co/BlinkDL/rwkv-5-world/tree/main\nRWKV-4-World: https://huggingface.co/BlinkDL/rwkv-4-world/tree/main\nRWKV-4-Raven: https://huggingface.co/BlinkDL/rwkv-4-raven/tree/main\nChatRWKV: https://github.com/BlinkDL/ChatRWKV\nRWKV-LM: https://github.com/BlinkDL/RWKV-LM\nRWKV-LM-LoRA: https://github.com/Blealtan/RWKV-LM-LoRA\nRWKV-v5-lora: https://github.com/JL-er/RWKV-v5-lora\nMIDI-LLM-tokenizer: https://github.com/briansemrau/MIDI-LLM-tokenizer\nai00_rwkv_server: https://github.com/cgisky1980/ai00_rwkv_server\nrwkv.cpp: https://github.com/saharNooby/rwkv.cpp\nweb-rwkv-py: https://github.com/cryscan/web-rwkv-py\nweb-rwkv: https://github.com/cryscan/web-rwkv\n\n</div>",
+    "zh": "<div align=\"center\">\n\n本项目源码及介绍页:\nhttps://github.com/josStorer/RWKV-Runner\n作者: [@josStorer](https://github.com/josStorer)\n演示与常见问题说明视频: https://www.bilibili.com/video/BV1hM4y1v76R\n\n相关仓库:\nRWKV-5-World: https://huggingface.co/BlinkDL/rwkv-5-world/tree/main\nRWKV-4-World: https://huggingface.co/BlinkDL/rwkv-4-world/tree/main\nRWKV-4-Raven: https://huggingface.co/BlinkDL/rwkv-4-raven/tree/main\nChatRWKV: https://github.com/BlinkDL/ChatRWKV\nRWKV-LM: https://github.com/BlinkDL/RWKV-LM\nRWKV-LM-LoRA: https://github.com/Blealtan/RWKV-LM-LoRA\nRWKV-v5-lora: https://github.com/JL-er/RWKV-v5-lora\nMIDI-LLM-tokenizer: https://github.com/briansemrau/MIDI-LLM-tokenizer\nai00_rwkv_server: https://github.com/cgisky1980/ai00_rwkv_server\nrwkv.cpp: https://github.com/saharNooby/rwkv.cpp\nweb-rwkv-py: https://github.com/cryscan/web-rwkv-py\nweb-rwkv: https://github.com/cryscan/web-rwkv\n\n</div>"
   },
   "programFiles": [
     {
@@ -28,7 +28,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-5-world/blob/main/RWKV-5-World-0.1B-v1-20230803-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-5-world/resolve/main/RWKV-5-World-0.1B-v1-20230803-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-5",
         "Global"
       ]
@@ -46,7 +46,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-5-world/blob/main/RWKV-5-World-0.4B-v2-20231113-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-5-world/resolve/main/RWKV-5-World-0.4B-v2-20231113-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-5",
         "Global"
       ]
@@ -64,9 +64,11 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-5-world/blob/main/RWKV-5-World-1B5-v2-20231025-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-5-world/resolve/main/RWKV-5-World-1B5-v2-20231025-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-5",
-        "Global"
+        "Global",
+        "CN",
+        "JP"
       ]
     },
     {
@@ -121,10 +123,12 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-5-world/blob/main/RWKV-5-World-3B-v2-20231113-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-5-world/resolve/main/RWKV-5-World-3B-v2-20231113-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-5",
         "Global",
-        "Recommended"
+        "Recommended",
+        "CN",
+        "JP"
       ]
     },
     {
@@ -140,10 +144,33 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-5-world/blob/main/RWKV-5-World-3B-v2-20231118-ctx16k.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-5-world/resolve/main/RWKV-5-World-3B-v2-20231118-ctx16k.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-5",
         "Global",
-        "Recommended"
+        "Recommended",
+        "CN",
+        "JP"
+      ]
+    },
+    {
+      "name": "RWKV-5-World-7B-v2-20240128-ctx4096.pth",
+      "desc": {
+        "en": "RWKV-5 Global Languages 7B v2",
+        "zh": "RWKV-5 全球语言 7B v2",
+        "ja": "RWKV-5 グローバル言語 7B v2"
+      },
+      "size": 15036197526,
+      "SHA256": "a88c7274184b211e5545c8f992f0b80d03c40a447980bbfcd0f6d5858982615a",
+      "lastUpdated": "2024-01-28T08:42:45",
+      "url": "https://huggingface.co/BlinkDL/rwkv-5-world/blob/main/RWKV-5-World-7B-v2-20240128-ctx4096.pth",
+      "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-5-world/resolve/main/RWKV-5-World-7B-v2-20240128-ctx4096.pth",
+      "tags": [
+        "Official",
+        "RWKV-5",
+        "Global",
+        "Recommended",
+        "CN",
+        "JP"
       ]
     },
     {
@@ -238,7 +265,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-CHNtuned-0.1B-v1-20230617-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-CHNtuned-0.1B-v1-20230617-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "CN"
       ]
@@ -256,7 +283,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-0.1B-v1-20230520-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-0.1B-v1-20230520-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Global"
       ]
@@ -274,7 +301,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-CHNtuned-0.4B-v1-20230618-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-CHNtuned-0.4B-v1-20230618-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "CN"
       ]
@@ -292,7 +319,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-0.4B-v1-20230529-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-0.4B-v1-20230529-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Global"
       ]
@@ -310,7 +337,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-CHNtuned-1.5B-v1-20230620-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-CHNtuned-1.5B-v1-20230620-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "CN"
       ]
@@ -353,7 +380,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-1.5B-v1-20230607-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-1.5B-v1-20230607-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Global"
       ],
@@ -372,7 +399,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-1.5B-v1-fixed-20230612-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-1.5B-v1-fixed-20230612-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Global"
       ]
@@ -461,7 +488,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-3B-v1-20230619-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-3B-v1-20230619-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Global"
       ]
@@ -479,7 +506,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-CHNtuned-3B-v1-20230625-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-CHNtuned-3B-v1-20230625-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "CN"
       ]
@@ -575,7 +602,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-7B-v1-20230626-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-7B-v1-20230626-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Global"
       ]
@@ -742,7 +769,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-CHNtuned-7B-v1-20230709-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-CHNtuned-7B-v1-20230709-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "CN"
       ]
@@ -832,7 +859,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-world/blob/main/RWKV-4-World-JPNtuned-7B-v1-20230718-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-world/resolve/main/RWKV-4-World-JPNtuned-7B-v1-20230718-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "JP"
       ]
@@ -867,7 +894,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-novel/blob/main/RWKV-4-Novel-7B-v1-ChnEng-ChnPro-20230410-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-novel/resolve/main/RWKV-4-Novel-7B-v1-ChnEng-ChnPro-20230410-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "Global"
@@ -885,7 +912,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-novel/blob/main/RWKV-4-Novel-3B-v1-ChnEng-20230412-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-novel/resolve/main/RWKV-4-Novel-3B-v1-ChnEng-20230412-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "Global"
@@ -903,7 +930,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-novel/blob/main/RWKV-4-Novel-7B-v1-ChnEng-20230426-ctx8192.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-novel/resolve/main/RWKV-4-Novel-7B-v1-ChnEng-20230426-ctx8192.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "Global"
@@ -921,7 +948,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-novel/blob/main/RWKV-4-Novel-3B-v1-Chn-20230412-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-novel/resolve/main/RWKV-4-Novel-3B-v1-Chn-20230412-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "Global"
@@ -939,7 +966,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-novel/blob/main/RWKV-4-Novel-7B-v1-Chn-20230426-ctx8192.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-novel/resolve/main/RWKV-4-Novel-7B-v1-Chn-20230426-ctx8192.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "Global"
@@ -957,7 +984,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-1B5-v11-Eng99%25-Other1%25-20230425-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-1B5-v11-Eng99%25-Other1%25-20230425-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven"
       ],
@@ -975,7 +1002,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-1B5-v12-Eng98%25-Other2%25-20230520-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-1B5-v12-Eng98%25-Other2%25-20230520-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven"
       ]
@@ -992,7 +1019,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-3B-v11-Eng99%25-Other1%25-20230425-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-3B-v11-Eng99%25-Other1%25-20230425-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven"
       ],
@@ -1010,7 +1037,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-3B-v12-Eng98%25-Other2%25-20230520-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-3B-v12-Eng98%25-Other2%25-20230520-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven"
       ]
@@ -1027,7 +1054,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-3B-v11-Eng49%25-Chn49%25-Jpn1%25-Other1%25-20230429-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-3B-v11-Eng49%25-Chn49%25-Jpn1%25-Other1%25-20230429-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "CN"
@@ -1046,7 +1073,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-3B-v12-Eng49%25-Chn49%25-Jpn1%25-Other1%25-20230527-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-3B-v12-Eng49%25-Chn49%25-Jpn1%25-Other1%25-20230527-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "CN"
@@ -1064,7 +1091,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-7B-v11x-Eng99%25-Other1%25-20230429-ctx8192.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-7B-v11x-Eng99%25-Other1%25-20230429-ctx8192.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven"
       ],
@@ -1082,7 +1109,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-7B-v12-Eng98%25-Other2%25-20230521-ctx8192.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-7B-v12-Eng98%25-Other2%25-20230521-ctx8192.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven"
       ]
@@ -1099,7 +1126,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-7B-v10x-Eng49%25-Chn50%25-Other1%25-20230423-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-7B-v10x-Eng49%25-Chn50%25-Other1%25-20230423-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "CN"
@@ -1118,7 +1145,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-7B-v11-Eng49%25-Chn49%25-Jpn1%25-Other1%25-20230430-ctx8192.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-7B-v11-Eng49%25-Chn49%25-Jpn1%25-Other1%25-20230430-ctx8192.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "CN"
@@ -1137,7 +1164,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-7B-v12-Eng49%25-Chn49%25-Jpn1%25-Other1%25-20230530-ctx8192.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-7B-v12-Eng49%25-Chn49%25-Jpn1%25-Other1%25-20230530-ctx8192.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven",
         "CN"
@@ -1155,7 +1182,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-14B-v11x-Eng99%25-Other1%25-20230501-ctx8192.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-14B-v11x-Eng99%25-Other1%25-20230501-ctx8192.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven"
       ],
@@ -1173,7 +1200,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-raven/blob/main/RWKV-4-Raven-14B-v12-Eng98%25-Other2%25-20230523-ctx8192.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-14B-v12-Eng98%25-Other2%25-20230523-ctx8192.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Raven"
       ]
@@ -1191,7 +1218,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-music/blob/main/RWKV-4-MIDI-120M-v1-20230714-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-music/resolve/main/RWKV-4-MIDI-120M-v1-20230714-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Music"
       ]
@@ -1209,7 +1236,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-music/blob/main/RWKV-4-MIDI-560M-v1-20230717-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-music/resolve/main/RWKV-4-MIDI-560M-v1-20230717-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Music"
       ]
@@ -1227,7 +1254,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-4-music/blob/main/RWKV-4-ABC-82M-v1-20230805-ctx1024.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-4-music/resolve/main/RWKV-4-ABC-82M-v1-20230805-ctx1024.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-4",
         "Music"
       ]
@@ -1245,7 +1272,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-5-music/blob/main/RWKV-5-MIDI-120M-v1-20230728-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-5-music/resolve/main/RWKV-5-MIDI-120M-v1-20230728-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-5",
         "Music"
       ]
@@ -1263,7 +1290,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-5-music/blob/main/RWKV-5-MIDI-560M-v1-20230902-ctx4096.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-5-music/resolve/main/RWKV-5-MIDI-560M-v1-20230902-ctx4096.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-5",
         "Music"
       ]
@@ -1281,7 +1308,7 @@
       "url": "https://huggingface.co/BlinkDL/rwkv-5-music/blob/main/RWKV-5-ABC-82M-v1-20230901-ctx1024.pth",
       "downloadUrl": "https://huggingface.co/BlinkDL/rwkv-5-music/resolve/main/RWKV-5-ABC-82M-v1-20230901-ctx1024.pth",
       "tags": [
-        "Main",
+        "Official",
         "RWKV-5",
         "Music"
       ]

parse_api_log.py

@@ -0,0 +1,67 @@
+import json
+import sys
+
+
+def extract_data(log_file):
+    entries = []
+
+    with open(log_file, 'r', encoding="utf-8") as file:
+        lines = file.readlines()
+
+        for i, line in enumerate(lines):
+            if line.startswith('Generation Prompt:') and not lines[i + 1].startswith("<pad>"):
+                current_entry = {'prompt': "", 'response': ""}
+
+                prompt_end_point = i + 1
+                for j in range(i + 1, len(lines)):
+                    if lines[j].strip().endswith('- INFO'):
+                        current_entry['prompt'] = current_entry['prompt'].rstrip()
+                        break
+                    current_entry['prompt'] += lines[j]
+                    prompt_end_point = j
+
+                for j in range(prompt_end_point + 1, len(lines)):
+                    if lines[j].startswith('Url:') and lines[j].strip().endswith("/completions"):
+                        for k in range(j + 1, len(lines)):
+                            if lines[k].startswith('Data:'):
+                                for l in range(k + 1, len(lines)):
+                                    if "RequestsNum: " in lines[l]:
+                                        current_entry['response'] = current_entry['response'].rstrip()
+                                        entries.append(current_entry)
+                                        break
+                                    current_entry['response'] += lines[l]
+                                else:
+                                    continue
+                                break
+                        else:
+                            continue
+                        break
+    return entries
+
+
+def main():
+    log_file = 'D:\\RWKV_Runner\\api.log' if len(sys.argv) < 2 else sys.argv[1]
+    entries = extract_data(log_file)
+
+    try:
+        import cyac
+        trie = cyac.Trie()
+        histories = []
+        for entry in entries:
+            v = entry['prompt'] + entry['response']
+            trie.insert(v)
+        for entry in entries:
+            v = entry['prompt'] + entry['response']
+            for id in trie.predict(v):
+                pass
+            if trie[id] == v:
+                histories.append(entry)
+        json_data = json.dumps(histories, indent=2)
+    except ModuleNotFoundError:
+        json_data = json.dumps(entries, indent=2)
+
+    print(json_data.encode('utf-8').decode('unicode_escape'))
+
+
+if __name__ == "__main__":
+    main()