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README.md ADDED
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+ ---
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+ license: mit
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+ datasets:
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+ - Intel/orca_dpo_pairs
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+ language:
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+ - en
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+ pipeline_tag: text-generation
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+ ---
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+
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+
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/63a259d0f30c46422789d38d/vO3iATjO8ulfcakTltE4k.png)
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+
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+ # Go Bruins - A Fine-tuned Language Model
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+
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+ ## Updates
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+ December 9, 2023:
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+ Go-Bruins has placed **#6** overall and **#1** for 7 billion parameter models on the [Hugging Face Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)!
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+ ## Overview
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+
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+ **Go Bruins** is a state-of-the-art language model fine-tuned on the Q-bert/MetaMath-Cybertron-Starling architecture. It's designed to push the boundaries of NLP applications, offering unparalleled performance in generating human-like text.
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+
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+ ## Model Details
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+
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+ - **Developer:** Ryan Witzman
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+ - **Base Model:** [Q-bert/MetaMath-Cybertron-Starling](https://huggingface.co/Q-bert/MetaMath-Cybertron-Starling)
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+ - **Fine-tuning Method:** Direct Preference Optimization (DPO)
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+ - **Training Steps:** 200
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+ - **Language:** English
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+ - **License:** MIT
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+
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+ ## Capabilities
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+
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+ Go Bruins excels in a variety of NLP tasks, including but not limited to:
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+ - Text generation
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+ - Language understanding
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+ - Sentiment analysis
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+
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+ ## Usage
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+
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+ **Warning:** This model may output NSFW or illegal content. Use with caution and at your own risk.
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+
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+ ### For Direct Use:
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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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+ model_name = "rwitz/go-bruins"
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+ inference_pipeline = pipeline('text-generation', model=model_name)
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+
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+ input_text = "Your input text goes here"
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+ output = inference_pipeline(input_text)
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+
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+ print(output)
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+ ```
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+
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+ GGUF Quantized Files are Located at [NyxKrage/go-bruins-GGUF](https://huggingface.co/NyxKrage/go-bruins-GGUF)
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+
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+ ### Not Recommended For:
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+
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+ - Illegal activities
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+ - Harassment
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+ - Professional advice or crisis situations
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+
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+ ## Training and Evaluation
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+
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+ Trained on a dataset from [Intel/orca_dpo_pairs](https://huggingface.co/datasets/Intel/orca_dpo_pairs), Go Bruins has shown promising improvements over its predecessor, Q-Bert.
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+
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+ # Evaluations
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+ Go-Bruins is the SOTA 7B model.
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+ | Metric | Average | Arc Challenge | Hella Swag | MMLU | Truthful Q&A | Winogrande | GSM8k |
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+ |---------------|---------|---------------|------------|------|--------------|------------|-------|
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+ | **Score** | 71.86 | 69.11 | 86.53| 65.02 | 59.24 | 81.37 | 69.90 |
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+
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+ Note: The original MMLU evaluation has been corrected to include 5-shot data rather than 1-shot data.
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+ ## Contact
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+
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+ For any inquiries or feedback, reach out to Ryan Witzman on Discord: `rwitz_`.
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+
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+ ---
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+
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+ *This model card was created with care by Ryan Witzman.*
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+ "transformers_version": "4.35.2",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
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+ "transformers_version": "4.35.2"
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+ }
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