Richard Lian

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upvoted 2 articles about 1 month ago

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Article

Fine-tuning LLMs to 1.58bit: extreme quantization made easy

Sep 18

• 201

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Article

Fixing Gradient Accumulation

Oct 16

• 40

upvoted an article 6 months ago

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Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28

• 157

upvoted 2 papers 11 months ago

LLaMA Pro: Progressive LLaMA with Block Expansion

Paper • 2401.02415 • Published Jan 4 • 53

LLM360: Towards Fully Transparent Open-Source LLMs

Paper • 2312.06550 • Published Dec 11, 2023 • 56

upvoted 3 papers about 1 year ago

Multimodal Foundation Models: From Specialists to General-Purpose Assistants

Paper • 2309.10020 • Published Sep 18, 2023 • 40

Scaling Laws for Sparsely-Connected Foundation Models

Paper • 2309.08520 • Published Sep 15, 2023 • 13

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Paper • 2309.03883 • Published Sep 7, 2023 • 33

upvoted 5 papers over 1 year ago

Platypus: Quick, Cheap, and Powerful Refinement of LLMs

Paper • 2308.07317 • Published Aug 14, 2023 • 23

Meta-Transformer: A Unified Framework for Multimodal Learning

Paper • 2307.10802 • Published Jul 20, 2023 • 43

On the Origin of LLMs: An Evolutionary Tree and Graph for 15,821 Large Language Models

Paper • 2307.09793 • Published Jul 19, 2023 • 46

PolyLM: An Open Source Polyglot Large Language Model

Paper • 2307.06018 • Published Jul 12, 2023 • 25

Extending Context Window of Large Language Models via Positional Interpolation

Paper • 2306.15595 • Published Jun 27, 2023 • 53