Update README.md

README.md

@@ -1,6 +1,6 @@
 ---
 base_model:
-- unsloth/Llama-3.2-1B
+- unsloth/Llama-3.2-1B-Instruct
 tags:
 - text-generation-inference
 - transformers
@@ -19,18 +19,7 @@ library_name: transformers
 ---
 # ReasoningLlama-Math-1B-IT
 ## Model Description:
-This is a fine-tuned version of [unsloth/Llama-3.2-1B](https://huggingface.co/unsloth/Llama-3.2-1B) on the [unsloth/OpenMathReasoning-mini](https://huggingface.co/datasets/unsloth/OpenMathReasoning-mini) dataset 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!
+This is a fine-tuned version of [unsloth/Llama-3.2-1B-Instruct](https://huggingface.co/unsloth/Llama-3.2-1B-Instruct) on the [unsloth/OpenMathReasoning-mini](https://huggingface.co/datasets/unsloth/OpenMathReasoning-mini) dataset 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 :** unsloth/Llama-3.2-1B
-## Benchmarks:
-We evaluate ReasoningLlama-Math-1B-IT on GSM8K using the standard lm-eval 5-shot exact-match protocol. Under identical decoding and extraction settings,ReasoningLlama-Math-1B-IT outperforms Meta’s Llama-3.2-1B by more than 4×, demonstrating a substantial improvement in small-model mathematical reasoning capability.
-| Model                         | Params | GSM8K (5-shot, EM) |
-| ----------------------------- | ------ | ------------------ |
-| **ReasoningLlama-Math-1B-IT** | 1B     | **30.7%**          |
-| Llama-3.2-1B                  | 1B     | 6.8%               |
-
-
-<p align="center">
-  <img alt="ReasonningLlama-Math-1B-IT" src="https://huggingface.co/Cannae-AI/ReasoningLlama-Math-1B-IT/resolve/main/ChatGPT%20Image%2018%20nov.%202025%2C%2020_55_23.png">
-</p>
+- **Finetuned from model :** unsloth/Llama-3.2-1B-Instruct