Update README.md

README.md

@@ -10,4 +10,15 @@ base_model:
 - Qwen/Qwen2.5-VL-7B-Instruct
 ---
 
-[FP8 activation quantization](https://github.com/vllm-project/llm-compressor/tree/main/examples/quantization_w8a8_fp8) performed with [llm-compressor](https://github.com/vllm-project/llm-compressor)
+```bash
+# Create a dedicated python env
+python3 -m venv llmcompressor
+source llmcompressor/bin/activate
+# Install llm-compressor and additionnal needed libs
+pip install llmcompressor qwen_vl_utils torchvision
+# Download model in HF cache
+hf download Qwen/Qwen2.5-VL-7B-Instruct
+# Start quantization
+wget https://github.com/vllm-project/llm-compressor/blob/main/examples/quantization_w8a8_fp8/qwen_2_5_vl_example.py -O qwen_2_5_vl_fp8.py
+python3 qwen_2_5_vl_fp8.py
+```