Add README.md

README.md

@@ -0,0 +1,59 @@
+---
+license: apache-2.0
+tags:
+- slidesparse
+- sparse
+- quantization
+- int8
+- fp8
+- llama
+- qwen
+---
+
+# SlideSparse Checkpoints
+
+Pre-converted sparse model checkpoints using the **SlideSparse** technique.
+
+## Overview
+
+This repository contains model weights converted with various sparsity configurations:
+- **2:4** - Standard N:M sparsity (50% sparse)
+- **2:6** - Extended sparsity (67% sparse)
+- **2:8** - Higher sparsity (75% sparse)  
+- **2:10** - Maximum sparsity (80% sparse)
+
+## Models Included
+
+| Base Model | Quantization | Sparsity Variants |
+|------------|--------------|-------------------|
+| Llama-3.2-1B | INT8, FP8 | 2:4, 2:6, 2:8, 2:10 |
+| Llama-3.2-3B | INT8, FP8 | 2:4, 2:6, 2:8, 2:10 |
+| Qwen2.5-7B | INT8, FP8 | 2:4, 2:6, 2:8, 2:10 |
+| Qwen2.5-14B | INT8, FP8 | 2:4, 2:6, 2:8, 2:10 |
+
+## Source Models
+
+These checkpoints are derived from:
+- [RedHatAI/Llama-3.2-1B-Instruct-quantized.w8a8](https://huggingface.co/RedHatAI/Llama-3.2-1B-Instruct-quantized.w8a8)
+- [RedHatAI/Llama-3.2-3B-Instruct-quantized.w8a8](https://huggingface.co/RedHatAI/Llama-3.2-3B-Instruct-quantized.w8a8)
+- [RedHatAI/Qwen2.5-7B-Instruct-quantized.w8a8](https://huggingface.co/RedHatAI/Qwen2.5-7B-Instruct-quantized.w8a8)
+- [RedHatAI/Qwen2.5-14B-Instruct-quantized.w8a8](https://huggingface.co/RedHatAI/Qwen2.5-14B-Instruct-quantized.w8a8)
+
+## License
+
+- **Qwen models**: Apache 2.0
+- **Llama models**: Please refer to [Meta's Llama license](https://llama.meta.com/llama3/license/)
+
+## Usage
+
+```bash
+# Download all checkpoints
+huggingface-cli download bcacdwk/slidesparse-checkpoints --local-dir ./checkpoints_slidesparse
+
+# Download specific model
+huggingface-cli download bcacdwk/slidesparse-checkpoints Llama3.2-1B-INT8-SlideSparse-2_4 --local-dir ./checkpoints_slidesparse/Llama3.2-1B-INT8-SlideSparse-2_4
+```
+
+## Citation
+
+If you use these checkpoints, please cite the SlideSparse paper (coming soon).