---
datasets:
- HuggingFaceH4/ultrachat_200k
base_model:
- google/gemma-2-9b
library_name: transformers, deltazip
---

## google/gemma-2-9b - 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-2-9b
- 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>
*Alan Turing* (1912-1954) was a British mathematician and computer scientist who is considered the father of theoretical computer science and artificial intelligence.

**Key Contributions:**

* **Turing Machine:** In 1936, Turing proposed the concept of a "Turing machine," a theoretical model of computation that can simulate any algorithm. This laid the foundation for modern computers.
* **Breaking the Enigma Code:** During World War II, Turing played a crucial role in breaking the German Enigma code, which helped the Allied forces win the war
```

## Evaluation

<TODO>