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  ---
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- pipeline_tag: text-generation
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+ # 📌 FLAN-T5 Fine-tuned for Suggestion Generation
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+ This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on a custom dataset of YouTube comments and suggestions.
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+ It generates viewer suggestions or feedback improvements based on an input comment.
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+
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  ---
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+
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+ ## ✨ Model Details
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+ - Base model: google/flan-t5-base
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+ - Task: text2text-generation (Seq2Seq)
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+ - Dataset: Custom dataset (dataset.json with input and output fields)
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+ - Training: 10 epochs, batch size 4, beam search decoding
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+
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+ ---
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+
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+ ## 🚀 Usage
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+ You can use this model directly with the 🤗 Transformers pipeline:
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+
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+ ```python
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+ from transformers import pipeline
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+
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+ # Load the fine-tuned model from Hugging Face
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+ model_id = "username/flan_t5_youtube_full"
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+
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+ generator = pipeline("text2text-generation", model=model_id)
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+
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+ comment = "Audio was clear and easy to understand."
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+ input_text = "generate suggestion: " + comment
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+
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+ result = generator(input_text, max_length=128, num_beams=4, early_stopping=True)
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+ print("Input Comment:", comment)
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+ print("Generated Suggestion:", result[0]['generated_text'])