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README.md
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@@ -3,5 +3,36 @@ license: apache-2.0
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---
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This repository contains a fine-tuned GPT-2 (Generative Pretrained Transformer 2) model that has been trained on specific data to perform a particular task or generate text in a specific style.
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Model Details
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Model Name: GPT-2
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Base Model: gpt2
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Training Dataset: Faizoo123/deduplicated_adversarial_qa
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Usage
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Installation
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To use this fine-tuned GPT-2 model, install the required packages using pip:
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bash
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Copy code
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pip install transformers
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Loading the Model
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python
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from transformers import GPT2LMHeadModel
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# Load the fine-tuned model
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model = GPT2LMHeadModel.from_pretrained("<model_directory>")
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Example Usage
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python
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# Example of generating text with the model
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input_text = "Prompt for text generation"
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output_text = model.generate(input_text, max_length=100, num_return_sequences=1)
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print(output_text)
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Model Files
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config.json: Configuration file for the model.
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pytorch_model.bin: Fine-tuned model weights in PyTorch format.
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Credits
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Original Model: OpenAI GPT-2
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