preliminary usable features

This commit is contained in:
josc146
2023-05-17 11:39:00 +08:00
parent 53502a8c3d
commit c947052574
21 changed files with 1187 additions and 1080 deletions

View File

@@ -1,5 +1,37 @@
from typing import Dict
from langchain.llms import RWKV
from pydantic import BaseModel
class ModelConfigBody(BaseModel):
max_tokens: int = None
temperature: float = None
top_p: float = None
presence_penalty: float = None
frequency_penalty: float = None
def set_rwkv_config(model: RWKV, body: ModelConfigBody):
if body.max_tokens:
model.max_tokens_per_generation = body.max_tokens
if body.temperature:
model.temperature = body.temperature
if body.top_p:
model.top_p = body.top_p
if body.presence_penalty:
model.penalty_alpha_presence = body.presence_penalty
if body.frequency_penalty:
model.penalty_alpha_frequency = body.frequency_penalty
def get_rwkv_config(model: RWKV) -> ModelConfigBody:
return ModelConfigBody(
max_tokens=model.max_tokens_per_generation,
temperature=model.temperature,
top_p=model.top_p,
presence_penalty=model.penalty_alpha_presence,
frequency_penalty=model.penalty_alpha_frequency,
)
def rwkv_generate(model: RWKV, prompt: str, stop: str = None):