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Energy-Aware Computing Lab @ UT ECE

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https://enyac.org/
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AI & ML interests

Energy-aware Computing, Low Power Design, EDA, Dark Silicon, Efficient Deep Learning

Recent Activity

hychiang  updated a collection 15 days ago
UniQL
hychiang  updated a model 15 days ago
ut-enyac/mamba2-8b-converted-uniql-1.0-masked-lora-rft-w4a16
hychiang  published a model 15 days ago
ut-enyac/mamba2-8b-converted-uniql-1.0-masked-lora-rft-w4a16
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Papers

UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs

Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models

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Dimitrios Stamoulis's profile picture Hung-Yueh Chiang's profile picture
ut-enyac 's Papers 4
Submitted by
Hung-Yueh Chiang
4

UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs

ut-enyac Energy-Aware Computing Lab @ UT ECE
10 2
Submitted by
Hung-Yueh Chiang
9

Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models

ut-enyac Energy-Aware Computing Lab @ UT ECE
65 2
1

Quamba: A Post-Training Quantization Recipe for Selective State Space Models

ut-enyac Energy-Aware Computing Lab @ UT ECE
1

MobileTL: On-device Transfer Learning with Inverted Residual Blocks

ut-enyac Energy-Aware Computing Lab @ UT ECE
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