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Efficient Intelligence and Systems
community
Efficient-ML
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36
AI & ML interests
Low-bit Quantization of Large Language Models (LLMs)
Recent Activity
AaronHuangWei
submitted
a paper
1 day ago
LongLive-RAG: A General Retrieval-Augmented Framework for Long Video Generation
AaronHuangWei
submitted
a paper
15 days ago
LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation
Xingyu-Zheng
authored
a paper
about 1 month ago
First-Order Error Matters: Accurate Compensation for Quantized Large Language Models
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Team members
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Efficient-ML
's models
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Efficient-ML/GPTQ-for-Qwen3
Updated
May 12, 2025
Efficient-ML/Qwen3-awq
Updated
May 7, 2025
Efficient-ML/Qwen3-8B-gptq-w8-perchannel
Updated
May 7, 2025
Efficient-ML/Qwen3-14B-gptq-w4-perchannel
Updated
May 7, 2025
Efficient-ML/Qwen3-14B-gptq-w4-128
Updated
May 7, 2025
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Efficient-ML/Qwen3-14B-gptq-w8-perchannel
Updated
May 7, 2025
Efficient-ML/Qwen3-14B-gptq-w8-128
Updated
May 7, 2025
Efficient-ML/Qwen3-14B-base-gptq-w8-perchannel
Updated
May 7, 2025
Efficient-ML/Qwen3-14B-base-gptq-w8-128
Updated
May 7, 2025
Efficient-ML/Qwen3-8B-gptq-w8-128
Updated
May 7, 2025
Efficient-ML/Qwen3-8B-gptq-w4-perchannel
Updated
May 7, 2025
Efficient-ML/Qwen3-8B-gptq-w4-128
Updated
May 7, 2025
Efficient-ML/Qwen3-4B-gptq-w8-perchannel
Updated
May 7, 2025
Efficient-ML/Qwen3-4B-gptq-w8-128
Updated
May 7, 2025
Efficient-ML/Qwen3-4B-gptq-w4-perchannel
Updated
May 6, 2025
Efficient-ML/Qwen3-4B-gptq-w4-128
Updated
May 6, 2025
Efficient-ML/Qwen3-1.7B-gptq-w8-perchannel
Updated
May 6, 2025
Efficient-ML/Qwen3-1.7B-gptq-w8-128
Updated
May 6, 2025
Efficient-ML/Qwen3-1.7B-gptq-w4-perchannel
Updated
May 6, 2025
Efficient-ML/Qwen3-1.7B-gptq-w4-128
Updated
May 6, 2025
Efficient-ML/Qwen3-0.6B-gptq-w8-perchannel
Updated
May 6, 2025
Efficient-ML/Qwen3-0.6B-gptq-w8-128
Updated
May 6, 2025
Efficient-ML/Qwen3-0.6B-gptq-w4-perchannel
Updated
May 6, 2025
Efficient-ML/Qwen3-0.6B-gptq-w4-128
Updated
May 6, 2025
Efficient-ML/Qwen3-14B-base-gptq-w4-perchannel
Updated
May 6, 2025
Efficient-ML/Qwen3-14B-base-gptq-w4-128
Updated
May 6, 2025
Efficient-ML/Qwen3-8B-base-gptq-w8-perchannel
Updated
May 5, 2025
Efficient-ML/Qwen3-8B-base-gptq-w8-128
Updated
May 5, 2025
Efficient-ML/Qwen3-8B-base-gptq-w4-perchannel
Updated
May 5, 2025
Efficient-ML/Qwen3-8B-base-gptq-w4-128
Updated
May 5, 2025
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