| --- |
| datasets: |
| - HuggingFaceH4/ultrachat_200k |
| base_model: |
| - google/gemma-2-9b |
| library_name: transformers, deltazip |
| --- |
| |
| ## google/gemma-2-9b - 2b_2n4m_128bs Compression |
|
|
| This is a compressed model using [deltazip](https://github.com/eth-easl/deltazip). |
|
|
| [Paper](https://arxiv.org/abs/2312.05215), [Compression Tool](https://github.com/eth-easl/deltazip), [Inference Engine (Soon)](https://github.com/eth-easl/deltazip). |
|
|
| ## Compression Configuration |
|
|
| - Base Model: google/gemma-2-9b |
| - Compression Scheme: 2b_2n4m_128bs |
| - Dataset: HuggingFaceH4/ultrachat_200k |
| - Dataset Split: train_sft |
| - Max Sequence Length: 2048 |
| - Number of Samples: 256 |
|
|
| ## Sample Output |
|
|
| #### Prompt: |
|
|
| ``` |
| [{'role': 'user', 'content': 'Who is Alan Turing?'}] |
| ``` |
|
|
| #### Output: |
|
|
| ``` |
| <bos><start_of_turn>user |
| Who is Alan Turing?<end_of_turn> |
| *Alan Turing* (1912-1954) was a British mathematician and computer scientist who is considered one of the founding fathers of theoretical computer science and artificial intelligence. |
| |
| Here are some key points about his life and work: |
| |
| **Early Life and Education:** |
| |
| * Born in London, England, in 1912. |
| * Showed exceptional mathematical talent from a young age. |
| * Studied mathematics at King's College, Cambridge. |
| |
| **World War II Contributions:** |
| |
| * During World War II, Turing worked at Bletchley |
| ``` |
|
|
| ## Evaluation |
|
|
| <TODO> |
|
|
|
|
