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--- |
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datasets: |
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- HuggingFaceH4/ultrachat_200k |
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base_model: |
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- google/gemma-2-9b |
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library_name: transformers, deltazip |
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--- |
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## google/gemma-2-9b - 4b_2n4m_128bs Compression |
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This is a compressed model using [deltazip](https://github.com/eth-easl/deltazip). |
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[Paper](https://arxiv.org/abs/2312.05215), [Compression Tool](https://github.com/eth-easl/deltazip), [Inference Engine (Soon)](https://github.com/eth-easl/deltazip). |
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## Compression Configuration |
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- Base Model: google/gemma-2-9b |
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- Compression Scheme: 4b_2n4m_128bs |
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- Dataset: HuggingFaceH4/ultrachat_200k |
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- Dataset Split: train_sft |
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- Max Sequence Length: 2048 |
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- Number of Samples: 256 |
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## Sample Output |
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#### Prompt: |
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``` |
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[{'role': 'user', 'content': 'Who is Alan Turing?'}] |
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``` |
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#### Output: |
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``` |
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<bos><start_of_turn>user |
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Who is Alan Turing?<end_of_turn> |
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*Alan Turing* (1912-1954) was a British mathematician and computer scientist who is widely considered to be the father of theoretical computer science and artificial intelligence. |
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Here are some of his key contributions: |
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* **Turing Machine:** He proposed the concept of a *Turing machine*, a theoretical model of computation that can simulate any algorithm. This laid the foundation for modern computers. |
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* **Codebreaking during World War II:** Turing played a crucial role in breaking the German Enigma code at Bletchley Park, significantly contributing to the Allied victory |
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``` |
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## Evaluation |
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<TODO> |
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