18 lines
680 B
Python
Vendored
18 lines
680 B
Python
Vendored
from typing import Any, List, Union
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from . import rwkv_cpp_model
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from . import rwkv_cpp_shared_library
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class RWKV:
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def __init__(self, model_path: str, strategy=None):
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self.library = rwkv_cpp_shared_library.load_rwkv_shared_library()
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self.model = rwkv_cpp_model.RWKVModel(self.library, model_path)
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self.w = {} # fake weight
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self.w["emb.weight"] = [0] * self.model.n_vocab
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self.version = (
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self.model.arch_version_major + self.model.arch_version_minor / 10
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)
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def forward(self, tokens: List[int], state: Union[Any, None] = None):
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return self.model.eval_sequence_in_chunks(tokens, state, use_numpy=True)
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