---
datasets:
- HuggingFaceH4/ultrachat_200k
base_model:
- meta-llama/Llama-3.2-1B
library_name: transformers, deltazip
---

## meta-llama/Llama-3.2-1B - 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: meta-llama/Llama-3.2-1B
- Compression Scheme: 4b_2n4m_128bs
- Dataset: HuggingFaceH4/ultrachat_200k
- Dataset Split: train_sft
- Max Sequence Length: 2048
- Number of Samples: 256

## Sample Output

#### Prompt: 

```
<|begin_of_text|><|start_header_id|>system<|end_header_id|>

Cutting Knowledge Date: December 2023
Today Date: 05 Dec 2024

<|eot_id|><|start_header_id|>user<|end_header_id|>

Who is Alan Turing?<|eot_id|>
```

#### Output: 

```
<|begin_of_text|><|start_header_id|>system<|end_header_id|>

Cutting Knowledge Date: December 2023
Today Date: 05 Dec 2024

<|eot_id|><|start_header_id|>user<|end_header_id|>

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

Cutting Knowledge Date: December 2023
Today Date: 05 Dec 2024

<|eot_id|><|start_header_id|>user<|end_header_id|>

Who is Alan Turing?<|eot_id|><|eot_id|>!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
```

## Evaluation

<TODO>