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pranjalpandey
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74123b1
1
Parent(s):
968c555
Update app.py
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app.py
CHANGED
@@ -16,10 +16,10 @@ model = AutoModelForCausalLM.from_pretrained("google/gemma-2b", token=HF_TOKEN)
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model = PeftModel.from_pretrained(model, "pranjalpandey/gemma-open-instruct")
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# model = AutoPeftModelForCausalLM.from_pretrained("pranjalpandey/llama-7b-finetuned-dialogue-summarizer")
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tokenizer = AutoTokenizer.from_pretrained("pranjalpandey/gemma-open-instruct", token=HF_TOKEN)
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model = model.to("cuda")
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def response(prompt):
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inputs = tokenizer(prompt, return_tensors="pt")
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outputs = model.generate(input_ids=inputs["input_ids"], max_new_tokens=100)
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return tokenizer.batch_decode(outputs.detach().cpu().numpy(), skip_special_tokens=True)[0].split("# Response:")[1].strip()
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model = PeftModel.from_pretrained(model, "pranjalpandey/gemma-open-instruct")
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# model = AutoPeftModelForCausalLM.from_pretrained("pranjalpandey/llama-7b-finetuned-dialogue-summarizer")
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tokenizer = AutoTokenizer.from_pretrained("pranjalpandey/gemma-open-instruct", token=HF_TOKEN)
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# model = model.to("cuda")
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def response(prompt):
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inputs = tokenizer(prompt, return_tensors="pt")
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outputs = model.generate(input_ids=inputs["input_ids"], max_new_tokens=100)
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return tokenizer.batch_decode(outputs.detach().cpu().numpy(), skip_special_tokens=True)[0].split("# Response:")[1].strip()
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