---
datasets:
- HuggingFaceH4/ultrachat_200k
base_model:
- meta-llama/Llama-2-7b-chat-hf
library_name: transformers
---

## meta-llama/Llama-2-7b-chat-hf - W4A16 Compression

This is a compressed model using [llmcompressor](https://github.com/vllm-project/llm-compressor).

## Compression Configuration

- Base Model: meta-llama/Llama-2-7b-chat-hf
- Compression Scheme: W4A16
- Dataset: HuggingFaceH4/ultrachat_200k
- Dataset Split: train_sft
- Number of Samples: 512
- Preprocessor: chat
- Maximum Sequence Length: 4096

## Sample Output

#### Prompt: 

```
<s>[INST] Who is Alan Turing? [/INST]
```

#### Output: 

```
<s><s> [INST] Who is Alan Turing? [/INST]  Alan Turing (1912-1954) was a British mathematician, computer scientist, logician, and cryptographer who made significant contributions to the fields of computer science, artificial intelligence, and cryptography.

Turing was born in London, England, and grew up in a family of intellectuals. He was educated at Cambridge University, where he studied mathematics and logic, and later worked at the University of Manchester, where he developed the concept of the universal Turing machine, a theoretical model for a computer.

During World War II, Turing worked at Blet
```

## Evaluation

<TODO>