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llms: add models

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This commit is contained in:
csunny 2023-05-20 16:06:32 +08:00
parent c0532246af
commit cbf1d0662a
4 changed files with 18 additions and 2 deletions
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1
.gitignore vendored
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@ -23,6 +23,7 @@ lib/
lib64/ lib64/
parts/ parts/
sdist/ sdist/
models
var/ var/
wheels/ wheels/
models/ models/

5
pilot/configs/model_config.py
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@ -20,10 +20,13 @@ DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
LLM_MODEL_CONFIG = { LLM_MODEL_CONFIG = {
"flan-t5-base": os.path.join(MODEL_PATH, "flan-t5-base"), "flan-t5-base": os.path.join(MODEL_PATH, "flan-t5-base"),
"vicuna-13b": os.path.join(MODEL_PATH, "vicuna-13b"), "vicuna-13b": os.path.join(MODEL_PATH, "vicuna-13b"),
"vicuna-7b": os.path.join(MODEL_PATH, "vicuna-7b"),
"text2vec": os.path.join(MODEL_PATH, "text2vec-large-chinese"), "text2vec": os.path.join(MODEL_PATH, "text2vec-large-chinese"),
"sentence-transforms": os.path.join(MODEL_PATH, "all-MiniLM-L6-v2"), "sentence-transforms": os.path.join(MODEL_PATH, "all-MiniLM-L6-v2"),
"codegen2-7b": os.path.join(MODEL_PATH, ""), "codegen2-1b": os.path.join(MODEL_PATH, "codegen2-1B"),
"codet5p-2b": os.path.join(MODEL_PATH, "codet5p-2b"), "codet5p-2b": os.path.join(MODEL_PATH, "codet5p-2b"),
"chatglm-6b-int4": os.path.join(MODEL_PATH, "chatglm-6b-int4"),
"chatglm-6b": os.path.join(MODEL_PATH, "chatglm-6b"),
} }
# Load model config # Load model config

13
pilot/server/chat_adapter.py Normal file
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@ -0,0 +1,13 @@
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
class BaseChatAdpter:
"""The Base class for chat with llm models. it will match the model,
and fetch output from model"""
def match(self, model_path: str):
return True
def get_generate_stream_func(self):
pass

1
pilot/server/llmserver.py
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@ -30,7 +30,6 @@ model_path = LLM_MODEL_CONFIG[CFG.LLM_MODEL]
ml = ModelLoader(model_path=model_path) ml = ModelLoader(model_path=model_path)
model, tokenizer = ml.loader(num_gpus=1, load_8bit=ISLOAD_8BIT, debug=ISDEBUG) model, tokenizer = ml.loader(num_gpus=1, load_8bit=ISLOAD_8BIT, debug=ISDEBUG)
#model, tokenizer = load_model(model_path=model_path, device=DEVICE, num_gpus=1, load_8bit=True, debug=False)
class ModelWorker: class ModelWorker:
def __init__(self): def __init__(self):