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Browse files- app.py +5 -1
- requirements.txt +1 -1
app.py
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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model_id = "HuggingFaceH4/zephyr-7b-alpha" #
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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model = AutoModelForCausalLM.from_pretrained(model_id)
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pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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def generar_commit(diff):
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prompt = f"Escribí un mensaje de commit claro, corto y técnico basado en los siguientes cambios:\n{diff}"
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output = pipe(prompt, max_new_tokens=60, do_sample=True, temperature=0.7)
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return [output[0]["generated_text"]]
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demo = gr.Interface(
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fn=generar_commit,
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inputs=gr.Textbox(lines=10, label="Código diff"),
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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model_id = "HuggingFaceH4/zephyr-7b-alpha" # modelo 100% libre
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# Carga del modelo sin device_map ni dtype
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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model = AutoModelForCausalLM.from_pretrained(model_id)
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# Crear pipeline
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pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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# Función para generar commit
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def generar_commit(diff):
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prompt = f"Escribí un mensaje de commit claro, corto y técnico basado en los siguientes cambios:\n{diff}"
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output = pipe(prompt, max_new_tokens=60, do_sample=True, temperature=0.7)
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return [output[0]["generated_text"]]
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# Interfaz Gradio
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demo = gr.Interface(
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fn=generar_commit,
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inputs=gr.Textbox(lines=10, label="Código diff"),
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requirements.txt
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@@ -1,4 +1,4 @@
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transformers
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torch
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gradio
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accelerate
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transformers
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torch
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gradio
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accelerate
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