---
license: other
license_name: tongyi-qianwen-license-agreement
license_link: >-
  https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT
pipeline_tag: text-generation
---
GGUF importance matrix (imatrix) quants for https://huggingface.co/abacusai/Smaug-72B-v0.1  
The importance matrix was trained for 100K tokens (200 batches of 512 tokens) using wiki.train.raw.

**Update 2024-03-02**:
* New quants IQ2_S/IQ2_M, requires commit [a33e6a0d](https://github.com/ggerganov/llama.cpp/commit/a33e6a0d2a66104ea9a906bdbf8a94d050189d91) or later.
* The importance matrix was trained for ~50K tokens (105 batches of 512 tokens) using a [general purpose imatrix calibration dataset](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384).
* This is a different calibration dataset than the previous quants I posted so we can compare the quality

Llama-2 conversation template and system prompt set to the [Qwen system prompt](https://github.com/QwenLM/Qwen/blob/main/examples/system_prompt.md).

| Layers | Context | Template |
| --- | --- | --- |
| <pre>80</pre> | <pre>32768</pre> | <pre>[INST] \<\<SYS\>\><br>{instructions}<br>\<\</SYS\>\><br><br>{prompt} [/INST]<br>{response}</pre> |