Update README.md

README.md

@@ -13,9 +13,18 @@ tags:
 licence: license
 ---
 
-# Alejandroolmedo/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math-Q8-mlx
+# About:
 
-The Model [Alejandroolmedo/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math-Q8-mlx](https://huggingface.co/Alejandroolmedo/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math-Q8-mlx) was converted to MLX format from [Dongwei/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math](https://huggingface.co/Dongwei/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math) using mlx-lm version **0.20.5**.
+**This GRPO trained model is a fine-tuned version of **[**__deepseek-ai/DeepSeek-R1-Distill-Qwen-7B__**](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B)** on the **[**__DigitalLearningGmbH/MATH-lighteval__**](https://huggingface.co/datasets/DigitalLearningGmbH/MATH-lighteval)** dataset.**
+
+*Special thanks to Dongwei for fine-tuning this version of DeepSeek-R1-Distill-Qwen-7B. More information about it can be found here:* 
+[https://huggingface.co/Dongwei/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math](https://huggingface.co/Dongwei/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math)
+
+I simply converted it to MLX format with a quantization of 8-bit for better performance on Apple Silicon Macs (M1,M2,M3,M4 Chips).
+
+# Alejandroolmedo/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math-8bit-mlx
+
+The Model [Alejandroolmedo/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math-8bit-mlx](https://huggingface.co/Alejandroolmedo/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math-8bit-mlx) was converted to MLX format from [Dongwei/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math](https://huggingface.co/Dongwei/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math) using mlx-lm version **0.20.5**.
 
 ## Use with mlx
 
@@ -26,7 +35,7 @@ pip install mlx-lm
 ```python
 from mlx_lm import load, generate
 
-model, tokenizer = load("Alejandroolmedo/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math-Q8-mlx")
+model, tokenizer = load("Alejandroolmedo/DeepSeek-R1-Distill-Qwen-7B-GRPO_Math-8bit-mlx")
 
 prompt="hello"