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Update app.py
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app.py
CHANGED
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@@ -260,45 +260,22 @@ def simple_chat(message: dict, temperature: float = 0.8, max_length: int = 4096,
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gen_kwargs = {**input_ids, **generate_kwargs}
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with torch.no_grad():
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buffer = ""
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for new_text in streamer:
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buffer += new_text
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return buffer
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except Exception as e:
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return f"Error: {str(e)}"
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async def test_endpoint(
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text: str = Form(...),
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file: UploadFile = File(None)
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):
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if file:
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file_content = BytesIO(await file.read())
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file_name = file.filename
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message = {
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"text": text,
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"file_content": file_content,
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"file_name": file_name
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}
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else:
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message = {
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"text": text,
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"file_content": None,
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"file_name": None
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}
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print(message)
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response = simple_chat(message)
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if isinstance(response, str) and response.startswith("Error:"):
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return PlainTextResponse(response, status_code=500)
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else:
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return StreamingResponse(BytesIO(response.encode()), media_type="text/plain")
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# def simple_chat(message: dict, temperature: float = 0.8, max_length: int = 4096, top_p: float = 1, top_k: int = 10, penalty: float = 1.0):
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# try:
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gen_kwargs = {**input_ids, **generate_kwargs}
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with torch.no_grad():
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generated_ids = model.generate(input_ids['input_ids'], **generate_kwargs)
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generated_text = tokenizer.decode(generated_ids[0], skip_special_tokens=True)
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print("---------")
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print(generated_ids[0])
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print("---------")
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print(generated_text)
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print("---------")
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return PlainTextResponse(generated_text)
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except Exception as e:
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return PlainTextResponse(f"Error: {str(e)}")
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# def simple_chat(message: dict, temperature: float = 0.8, max_length: int = 4096, top_p: float = 1, top_k: int = 10, penalty: float = 1.0):
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# try:
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