Update README.md

README.md

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 [Qwen3-8B](https://huggingface.co/Qwen/Qwen3-8B) quantized with [torchao](https://huggingface.co/docs/transformers/main/en/quantization/torchao) int4 weight only quantization, using [hqq](https://mobiusml.github.io/hqq_blog/) algorithm for improved accuracy, by PyTorch team.
-Use it directly or serve using [vLLM](https://docs.vllm.ai/en/latest/) for 62% VRAM reduction and 1.2x speedup on A100 GPUs.
+Use it directly or serve using [vLLM](https://docs.vllm.ai/en/latest/) for 62% VRAM reduction (6.27 GB needed) and 1.2x speedup on A100 GPUs.
 
 # Inference with vLLM
 Install vllm nightly and torchao nightly to get some recent changes: