Update README.md

README.md

@@ -1,3 +1,42 @@
----
-license: llama3.1
----
+---
+license: llama3.1
+language:
+- en
+base_model:
+- nvidia/OpenMath2-Llama3.1-8B
+pipeline_tag: text-generation
+tags:
+- math
+- nvidia
+- llama
+---
+
+## GGUF quantized version of OpenMath2-Llama3.1-8B
+
+project original [source](https://huggingface.co/nvidia/OpenMath2-Llama3.1-8B) (base model)
+
+Q_2_K (not nice)
+
+Q_3_K_S (acceptable)
+
+Q_3_K_M is acceptable (good for running with CPU)
+
+Q_3_K_L (acceptable)
+
+Q_4_K_S (okay)
+
+Q_4_K_M is recommanded (balance)
+
+Q_5_K_S (good)
+
+Q_5_K_M (good in general)
+
+Q_6_K is good also; if you want a better result; take this one instead of Q_5_K_M
+
+Q_8_0 which is very good; need a reasonable size of RAM otherwise you might expect a long wait
+
+f16 is similar to the original hf model; opt this one or hf also fine; make sure you have a good machine
+
+### how to run it
+
+use any connector for interacting with gguf; i.e., [gguf-connector](https://pypi.org/project/gguf-connector/)