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upvoted 2 papers 26 days ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published 29 days ago • 122

R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Paper • 2505.21600 • Published about 1 month ago • 70

upvoted an article about 1 month ago

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Article

Vision Language Models (Better, Faster, Stronger)

By and 4 others •

May 12

• 459

upvoted a paper 2 months ago

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Paper • 2502.14502 • Published Feb 20 • 91

upvoted 2 articles 3 months ago

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Article

Training and Finetuning Reranker Models with Sentence Transformers v4

By •

Mar 26

• 141

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Article

Open R1: Update #3

By and 9 others •

Mar 11

• 293

upvoted 2 articles 5 months ago

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Article

SmolVLM Grows Smaller – Introducing the 250M & 500M Models!

By and 2 others •

Jan 23

• 181

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Article

Open-R1: a fully open reproduction of DeepSeek-R1

By and 2 others •

Jan 28

• 868

upvoted 2 papers 6 months ago

Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published Jan 8 • 92

The GAN is dead; long live the GAN! A Modern GAN Baseline

Paper • 2501.05441 • Published Jan 9 • 93

upvoted 3 papers 7 months ago

Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published Aug 22, 2024 • 132

Natural Language Reinforcement Learning

Paper • 2411.14251 • Published Nov 21, 2024 • 31

Hymba: A Hybrid-head Architecture for Small Language Models

Paper • 2411.13676 • Published Nov 20, 2024 • 46

upvoted a collection 7 months ago

Tulu 3 Datasets

Collection

All datasets released with Tulu 3 -- state of the art open post-training recipes. • 33 items • Updated Apr 30 • 86

upvoted 3 papers 7 months ago

TÜLU 3: Pushing Frontiers in Open Language Model Post-Training

Paper • 2411.15124 • Published Nov 22, 2024 • 65

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 109

Stronger Models are NOT Stronger Teachers for Instruction Tuning

Paper • 2411.07133 • Published Nov 11, 2024 • 39

upvoted 3 papers 8 months ago

Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss

Paper • 2410.17243 • Published Oct 22, 2024 • 95

From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning

Paper • 2410.06456 • Published Oct 9, 2024 • 38

GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment

Paper • 2410.08193 • Published Oct 10, 2024 • 4