Petro
commited on
Commit
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dd25592
1
Parent(s):
6d588fe
Fix bug with weights.
Browse files
main.py
CHANGED
@@ -2,17 +2,18 @@ from ctransformers import AutoModelForCausalLM
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from fastapi import FastAPI
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from pydantic import BaseModel
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-
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llm = AutoModelForCausalLM.from_pretrained("zephyr-7b-beta.Q4_K_S.gguf",
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model_type='mistral',
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max_new_tokens = 1096,
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threads = 3,
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)
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#Pydantic object
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class validation(BaseModel):
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prompt: str
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#Fast API
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app = FastAPI()
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@app.post("/llm_on_cpu")
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@@ -21,4 +22,5 @@ async def stream(item: validation):
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E_INST = "</s>"
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user, assistant = "<|user|>", "<|assistant|>"
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prompt = f"{system_prompt}{E_INST}\n{user}\n{item.prompt}{E_INST}\n{assistant}\n"
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return llm(prompt)
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from fastapi import FastAPI
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from pydantic import BaseModel
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#
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# llm = AutoModelForCausalLM.from_pretrained("zephyr-7b-beta.Q4_K_S.gguf",
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# model_type='mistral',
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# max_new_tokens = 1096,
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# threads = 3,
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# )
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#Pydantic object
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class validation(BaseModel):
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prompt: str
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#Fast API
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app = FastAPI()
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@app.post("/llm_on_cpu")
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E_INST = "</s>"
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user, assistant = "<|user|>", "<|assistant|>"
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prompt = f"{system_prompt}{E_INST}\n{user}\n{item.prompt}{E_INST}\n{assistant}\n"
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# return llm(prompt)
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return prompt
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