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hychiang 

authored a paper 3 days ago

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

Paper • 2512.03383 • Published 4 days ago • 3

cotran2 

authored a paper 3 months ago

Arch-Router: Aligning LLM Routing with Human Preferences

Paper • 2506.16655 • Published Jun 19 • 17

evanking 

authored 2 papers 3 months ago

Sasha: Creative Goal-Oriented Reasoning in Smart Homes with Large Language Models

Paper • 2305.09802 • Published May 16, 2023

Flavors of Moonshine: Tiny Specialized ASR Models for Edge Devices

Paper • 2509.02523 • Published Sep 2 • 7

lytang 

authored a paper 7 months ago

ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models

Paper • 2505.13444 • Published May 19 • 17

hychiang 

authored 4 papers 8 months ago

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

Paper • 2503.22879 • Published Mar 28 • 9

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

Paper • 2410.13229 • Published Oct 17, 2024 • 1

Efficient Low-rank Backpropagation for Vision Transformer Adaptation

Paper • 2309.15275 • Published Sep 26, 2023 • 1

MobileTL: On-device Transfer Learning with Inverted Residual Blocks

Paper • 2212.03246 • Published Dec 5, 2022 • 1

hjzheng 

authored a paper 12 months ago

Normalizing Flows are Capable Generative Models

Paper • 2412.06329 • Published Dec 9, 2024 • 11

hanqing666 

authored a paper 12 months ago

APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 38

evanking 

authored a paper about 1 year ago

Moonshine: Speech Recognition for Live Transcription and Voice Commands

Paper • 2410.15608 • Published Oct 21, 2024

juand-r 

authored 5 papers about 1 year ago

WiCE: Real-World Entailment for Claims in Wikipedia

Paper • 2303.01432 • Published Mar 2, 2023 • 2

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

Paper • 2102.01672 • Published Feb 2, 2021

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

Paper • 2112.02721 • Published Dec 6, 2021

X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs

Paper • 2309.08873 • Published Sep 16, 2023

To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Paper • 2409.12183 • Published Sep 18, 2024 • 39

hjzheng 

authored a paper over 1 year ago

What If We Recaption Billions of Web Images with LLaMA-3?

Paper • 2406.08478 • Published Jun 12, 2024 • 41

lytang 

authored a paper over 1 year ago

MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents

Paper • 2404.10774 • Published Apr 16, 2024 • 6

Sunny111 

authored a paper over 1 year ago

Pre-training Small Base LMs with Fewer Tokens

Paper • 2404.08634 • Published Apr 12, 2024 • 35