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**lightvl Developed by Myself is a lightweight Vision-Language Model (VLM) quantization toolkit supporting FP8, INT8, FP8-Block. It integrates with vLLM for high-throughput inference and supports Qwen3-VL, Qwen3.5, InternVL-Chat, and Gemma-4 models.**

**fast quant your model step by step:**

1、 pip3 install lightvl

2、 lightvl YOUR_HF_MODEL_PATH

3、 the output quant model path is YOUR_HF_MODEL_PATH-fp8

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  1. README.md +12 -1
README.md CHANGED
@@ -5,7 +5,8 @@ license_link: https://ai.google.dev/gemma/docs/gemma_4_license
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  pipeline_tag: any-to-any
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  tags:
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  - fp8
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- - gemma4
 
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  ---
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  ## gemma-4-E4B-it-fp8(最新大模型推理加速技术见微信公众号: HyperAI)
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  **vllm serve Hyper-AI/gemma-4-E4B-it-fp8 --max-model-len 32768**
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  <div align="center">
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  <img src=https://ai.google.dev/gemma/images/gemma4_banner.png>
 
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  pipeline_tag: any-to-any
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  tags:
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  - fp8
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+ - gemma-4
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+ - lightvl
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  ---
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  ## gemma-4-E4B-it-fp8(最新大模型推理加速技术见微信公众号: HyperAI)
 
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  **vllm serve Hyper-AI/gemma-4-E4B-it-fp8 --max-model-len 32768**
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+ **lightvl Developed by Myself is a lightweight Vision-Language Model (VLM) quantization toolkit supporting FP8, INT8, FP8-Block. It integrates with vLLM for high-throughput inference and supports Qwen3-VL, Qwen3.5, InternVL-Chat, and Gemma-4 models.**
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+
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+ **fast quant your model step by step:**
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+
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+ 1、 pip3 install lightvl
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+
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+ 2、 lightvl YOUR_HF_MODEL_PATH
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+
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+ 3、 the output quant model path is YOUR_HF_MODEL_PATH-fp8
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+
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  <div align="center">
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  <img src=https://ai.google.dev/gemma/images/gemma4_banner.png>