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MariamHussam
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aa72bf4
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Parent(s):
b855f71
Update app.py
Browse files
app.py
CHANGED
@@ -1,30 +1,30 @@
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from ctransformers import AutoModelForCausalLM
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from fastapi import FastAPI
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from pydantic import BaseModel
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llm = AutoModelForCausalLM.from_pretrained("TowerInstruct-7B-v0.2.Q8_0.gguf",
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max_new_tokens = 2084,
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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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# <|im_start|>user
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# Translate the following text from Portuguese into English.
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# Portuguese: Um grupo de investigadores lançou um novo modelo para tarefas relacionadas com tradução.
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# English:<|im_end|>
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# <|im_start|>assistant
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@app.post("/translate")
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async def stream(item: validation):
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translation_prompt = '
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S_INST = "<|im_start|>"
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E_INST = "<|im_end|>"
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user, assistant = "user", "assistant"
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prompt = f"{S_INST}{user}\n{translation_prompt}\nChinese:{item.prompt}\nEnglish:{E_INST}\n{S_INST}{assistant}\n"
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return llm(prompt)
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from ctransformers import AutoModelForCausalLM
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from fastapi import FastAPI
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from pydantic import BaseModel
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llm = AutoModelForCausalLM.from_pretrained("TowerInstruct-7B-v0.2.Q8_0.gguf",
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max_new_tokens = 2084,
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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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# <|im_start|>user
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# Translate the following text from Portuguese into English.
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# Portuguese: Um grupo de investigadores lançou um novo modelo para tarefas relacionadas com tradução.
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# English:<|im_end|>
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# <|im_start|>assistant
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@app.post("/translate")
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async def stream(item: validation):
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translation_prompt = 'Translate the following text from Chinese into English.'
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S_INST = "<|im_start|>"
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E_INST = "<|im_end|>"
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user, assistant = "user", "assistant"
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prompt = f"{S_INST}{user}\n{translation_prompt}\nChinese:{item.prompt}\nEnglish:{E_INST}\n{S_INST}{assistant}\n"
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return llm(prompt)
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