Richard Lian

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upvoted a collection 10 days ago

Unsloth Dynamic 2.0 Quants

Collection

New 2.0 version of our Dynamic GGUF + Quants. Dynamic 2.0 achieves superior accuracy & outperforms all leading quantization methods. • 29 items • Updated 7 days ago • 84

upvoted an article 20 days ago

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Article

Introducing HELMET

23 days ago

• 24

upvoted 3 articles about 2 months ago

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Article

Rearchitecting Hugging Face Uploads and Downloads

Nov 26, 2024

• 46

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Article

From Files to Chunks: Improving Hugging Face Storage Efficiency

Nov 20, 2024

• 60

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Article

Xet is on the Hub

Mar 18

• 47

upvoted 2 papers 4 months ago

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 114

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Paper • 2501.09686 • Published Jan 16 • 41

upvoted an article 4 months ago

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Article

Train 400x faster Static Embedding Models with Sentence Transformers

Jan 15

• 177

upvoted a collection 5 months ago

ModernBERT

Collection

Bringing BERT into modernity via both architecture changes and scaling • 3 items • Updated Dec 19, 2024 • 141

upvoted 2 articles 7 months ago

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Article

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

Sep 18, 2024

• 242

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Article

Fixing Gradient Accumulation

Oct 16, 2024

• 53

upvoted an article 11 months ago

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Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28, 2024

• 218

upvoted 5 papers over 1 year ago

LLaMA Pro: Progressive LLaMA with Block Expansion

Paper • 2401.02415 • Published Jan 4, 2024 • 54

LLM360: Towards Fully Transparent Open-Source LLMs

Paper • 2312.06550 • Published Dec 11, 2023 • 57

Multimodal Foundation Models: From Specialists to General-Purpose Assistants

Paper • 2309.10020 • Published Sep 18, 2023 • 41

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 • 35