Richard Lian

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upvoted a paper 2 months ago

Inverse Scaling in Test-Time Compute

Paper • 2507.14417 • Published Jul 19 • 27

upvoted an article 4 months ago

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Article

KV Cache from scratch in nanoVLM

By and 4 others •

Jun 4

• 95

upvoted 2 papers 4 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2 • 183

Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15 • 83

upvoted 2 articles 5 months ago

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Article

The Transformers Library: standardizing model definitions

By and 3 others •

May 15

• 118

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Article

Vision Language Models (Better, Faster, Stronger)

By and 4 others •

May 12

• 534

upvoted a collection 5 months ago

Unsloth Dynamic 2.0 Quants

Collection

New 2.0 version of our Dynamic GGUF + Quants. Dynamic 2.0 achieves superior accuracy & SOTA quantization performance. • 47 items • Updated 4 days ago • 220

upvoted an article 5 months ago

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Article

Introducing HELMET

By and 6 others •

Apr 16

• 37

upvoted 4 articles 6 months ago

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Article

🦸🏻#14: What Is MCP, and Why Is Everyone – Suddenly!– Talking About It?

By •

Mar 17

• 337

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Article

Rearchitecting Hugging Face Uploads and Downloads

By and 2 others •

Nov 26, 2024

• 50

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Article

From Files to Chunks: Improving Hugging Face Storage Efficiency

By and 1 other •

Nov 20, 2024

• 63

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Article

Xet is on the Hub

By and 5 others •

Mar 18

• 71

upvoted an article 7 months ago

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Article

DeepSeek-R1 Dissection: Understanding PPO & GRPO Without Any Prior Reinforcement Learning Knowledge

By •

Feb 7

• 224

upvoted 2 papers 8 months ago

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 115

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

Paper • 2501.09686 • Published Jan 16 • 40

upvoted 2 articles 9 months ago

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Article

Train 400x faster Static Embedding Models with Sentence Transformers

By •

Jan 15

• 211

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Article

Efficient LLM Pretraining: Packed Sequences and Masked Attention

By •

Oct 7, 2024

• 51

upvoted a collection 9 months ago

ModernBERT

Collection

Bringing BERT into modernity via both architecture changes and scaling • 3 items • Updated Dec 19, 2024 • 150

upvoted an article 11 months ago

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Article

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

By and 5 others •

Sep 18, 2024

• 265

upvoted an article 12 months ago

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Article

Fixing Gradient Accumulation

By and 5 others •

Oct 16, 2024

• 60