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Viol2000 

authored 3 papers about 1 month ago

ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

Paper • 2406.05981 • Published Jun 10, 2024 • 13

When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models

Paper • 2406.07368 • Published Jun 11, 2024 • 2

Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 35

zsqzz 

authored a paper about 1 month ago

Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 35

zsqzz 

authored 2 papers 5 months ago

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

Paper • 2408.07055 • Published Aug 13, 2024 • 66

Efficient LLM Scheduling by Learning to Rank

Paper • 2408.15792 • Published Aug 28, 2024 • 20

Viol2000 

authored 2 papers 5 months ago

Efficient LLM Scheduling by Learning to Rank

Paper • 2408.15792 • Published Aug 28, 2024 • 20

Break the Sequential Dependency of LLM Inference Using Lookahead Decoding

Paper • 2402.02057 • Published Feb 3, 2024

Snyhlxde 

authored 4 papers 7 months ago

PockEngine: Sparse and Efficient Fine-tuning in a Pocket

Paper • 2310.17752 • Published Oct 26, 2023 • 12

Online Speculative Decoding

Paper • 2310.07177 • Published Oct 11, 2023 • 1

CLLMs: Consistency Large Language Models

Paper • 2403.00835 • Published Feb 28, 2024 • 3

Optimizing Speculative Decoding for Serving Large Language Models Using Goodput

Paper • 2406.14066 • Published Jun 20, 2024 • 1

ZYHowell 

authored a paper about 1 year ago

LLM360: Towards Fully Transparent Open-Source LLMs

Paper • 2312.06550 • Published Dec 11, 2023 • 57

ZYHowell 

authored a paper over 1 year ago

LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Paper • 2309.11998 • Published Sep 21, 2023 • 25