Update README.md

README.md

@@ -8,6 +8,11 @@ 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 |