---
license: other
license_name: deepseek-license
license_link: >-
  https://huggingface.co/deepseek-ai/deepseek-coder-33b-instruct/blob/main/LICENSE
pipeline_tag: text-generation
library_name: gguf
---
<u>**NOTE**</u>: You will need a recent build of llama.cpp to run these quants (i.e. at least commit `494c870`).

GGUF importance matrix (imatrix) quants for https://huggingface.co/m-a-p/OpenCodeInterpreter-DS-33B  
* 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).
* The [imatrix is being used on the K-quants](https://github.com/ggerganov/llama.cpp/pull/4930) as well.

> OpenCodeInterpreter is a family of open-source code generation systems designed to bridge the gap between large language models and advanced proprietary systems like the GPT-4 Code Interpreter. It significantly advances code generation capabilities by integrating execution and iterative refinement functionalities. This model is based on [deepseek-coder-33b-base](https://huggingface.co/deepseek-ai/deepseek-coder-33b-base).

| Layers | Context | Template |
| --- | --- | --- |
| <pre>62</pre> | <pre>16384</pre> | <pre>\<｜begin▁of▁sentence｜\>[INST] \<\<SYS\>\><br>{instructions}<br>\<\</SYS\>\><br><br>{prompt} [/INST]</pre> |