Update README.md

README.md

@@ -24,13 +24,13 @@ This is a fine-tuned version of [unsloth/Llama-3.2-1B](https://huggingface.co/un
 - **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, the model achieves:
+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-Instruct         | 1B     | 6.8%               |
+| Llama-3.2-1B                  | 1B     | 6.8%               |
 
 
 <p align="center">
-  <img alt="gpt-oss-safeguard-20b" src="https://huggingface.co/Cannae-AI/ReasoningLlama-Math-1B-IT/resolve/main/ChatGPT%20Image%2018%20nov.%202025%2C%2020_55_23.png">
+  <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>