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+ # GPT-2 Fine-tuned Model by ps2program
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+ This is a GPT-2 model fine-tuned on [your dataset name, e.g., TinyStories].
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+
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+ ## Model Details
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+
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+ - Base Model: GPT-2 (small)
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+ - Fine-tuning method: LoRA adapters merged into base model
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+ - Dataset: TinyStories or specify your dataset
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+ - Training epochs: 3
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+ - Batch size: 4
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+ - Framework: Hugging Face Transformers + PEFT
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+
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+ ## Usage
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+
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+ ```python
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+ from transformers import AutoTokenizer, AutoModelForCausalLM
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+
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+ model_name = "ps2program/gpt2-finetuned-ps2prahlad"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+
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+ prompt = "Once upon a time"
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+
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+ outputs = model.generate(**inputs, max_length=50, do_sample=True, temperature=0.7)
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+ print(tokenizer.decode(outputs[0], skip_special_tokens=True))