Update README.md

README.md

@@ -1,23 +1,34 @@
 ---
+base_model:
+- meta-llama/Llama-3.2-1B-Instruct
 tags:
-- gguf
-- llama.cpp
-- unsloth
-
+- text-generation-inference
+- transformers
+- reasoning
+- math
+- thinking
+- conversational
+- llama
+- meta
+license: apache-2.0
+language:
+- en
+datasets:
+- unsloth/OpenMathReasoning-mini
 ---
-
-# ReasoningLlama-Math-1B-IT-gguf - GGUF
-
-This model was finetuned and converted to GGUF format using [Unsloth](https://github.com/unslothai/unsloth).
-
-**Example usage**:
-- For text only LLMs:    **llama-cli** **--hf** repo_id/model_name **-p** "why is the sky blue?"
-- For multimodal models: **llama-mtmd-cli** **-m** model_name.gguf **--mmproj** mmproj_file.gguf
-
+# ReasoningLlama-Math-1B-IT
+## Model Description
+This is a fine-tuned version of [meta-llama/Llama-3.2-1B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct) on the [unsloth/OpenMathReasoning-mini](https://huggingface.co/datasets/unsloth/OpenMathReasoning-mini)which is a small version of the [nvidia/OpenMathReasoning](https://huggingface.co/datasets/nvidia/OpenMathReasoning) dataset which was used to win the [AIMO](https://www.kaggle.com/competitions/ai-mathematical-olympiad-progress-prize-2/leaderboard) (AI Mathematical Olympiad) challenge!
+- **recommended settings for inference:** min_p = 0.1 and temperature = 1.5 , Read this [Tweet](https://x.com/menhguin/status/1826132708508213629) to understand why.
+- **License :** apache-2.0
+- **Finetuned from model :** meta-llama/Llama-3.2-1B-Instruct
 ## Available Model files:
 - `Llama-3.2-1B-Instruct.Q5_K_M.gguf`
 - `Llama-3.2-1B-Instruct.Q8_0.gguf`
 - `Llama-3.2-1B-Instruct.Q4_K_M.gguf`
+**Example usage**:
+- For text only LLMs:    **llama-cli** **--hf** repo_id/model_name **-p** "why is the sky blue?"
+- For multimodal models: **llama-mtmd-cli** **-m** model_name.gguf **--mmproj** mmproj_file.gguf
 
 ## Ollama
 An Ollama Modelfile is included for easy deployment.