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Runtime error
michailroussos
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Commit
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ebd9e26
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Parent(s):
e8ace7a
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app.py
CHANGED
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@@ -36,30 +36,24 @@ def respond(message, history, system_message, max_tokens, temperature, top_p):
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return_tensors="pt",
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).to("cuda" if torch.cuda.is_available() else "cpu")
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class GradioStreamer(TextStreamer):
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def __init__(self, tokenizer, *args, **kwargs):
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super().__init__(tokenizer, *args, **kwargs)
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self.generated_text = ""
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self.generated_text += token
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yield self.generated_text
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# Initialize Gradio-compatible streamer
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streamer = GradioStreamer(tokenizer, skip_prompt=True)
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# Generate response with streaming
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_ = model.generate(
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input_ids=inputs,
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max_new_tokens=max_tokens,
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use_cache=True,
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temperature=temperature,
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top_p=top_p,
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streamer=streamer,
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)
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# Define the Gradio interface
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return_tensors="pt",
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).to("cuda" if torch.cuda.is_available() else "cpu")
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attention_mask = inputs.ne(tokenizer.pad_token_id).long() # Explicitly set attention mask
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# Generate response tokens
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generated_tokens = model.generate(
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input_ids=inputs,
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attention_mask=attention_mask,
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max_new_tokens=max_tokens,
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use_cache=True,
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temperature=temperature,
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top_p=top_p,
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)
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# Decode generated tokens
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response = tokenizer.decode(generated_tokens[0], skip_special_tokens=True)
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# Yield response in the required Gradio format
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yield [{"role": "assistant", "content": response}]
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# Define the Gradio interface
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