---
datasets:
- HuggingFaceH4/ultrachat_200k
base_model:
- google/gemma-2-2b
library_name: transformers, deltazip
---

## google/gemma-2-2b - 4b_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-2-2b
- Compression Scheme: 4b_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>
*This is a question about a historical figure, not a fictional character.*

Alan Turing (1912-1954) was a British mathematician and computer scientist who is considered one of the most important figures in the history of computing. 

Here are some of his key contributions:

* **Breaking the Enigma Code:** During World War II, Turing played a crucial role in breaking the German Enigma code, which was used to encrypt military communications. His work at Bletchley Park helped to shorten the war and save countless lives.
* **The Turing Machine
```

## Evaluation

<TODO>