Update README.md

README.md

@@ -3,4 +3,13 @@ license: other
 license_name: deepseek
 license_link: >-
   https://huggingface.co/deepseek-ai/deepseek-coder-33b-instruct/blob/main/LICENSE
+pipeline_tag: text-generation
+library_name: gguf
 ---
+GGUF importance matrix (imatrix) quants for https://huggingface.co/codefuse-ai/CodeFuse-DeepSeek-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.
+
+| Layers | Context | [Template](https://huggingface.co/codefuse-ai/CodeFuse-DeepSeek-33B#inference-string-format) |
+| --- | --- | --- |
+| <pre>62</pre> | <pre>16384</pre> | <pre>\<s\>system<br>{instructions}<br>\<s\>human<br>{prompt}<br>\<s\>bot<br>{response}<｜end▁of▁sentence｜></pre> |