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upvoted 2 papers about 2 months ago

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published Oct 13 • 176

KORMo: Korean Open Reasoning Model for Everyone

Paper • 2510.09426 • Published Oct 10 • 82

upvoted 2 collections about 2 months ago

KORMo pretraining datasets

Collection

The pretraining datasets for KORMo-10B were collected from diverse, publicly available source. • 14 items • Updated Oct 13 • 19

KORMo-10B

Collection

KORMo-10B models • 4 items • Updated Oct 13 • 19

upvoted a collection 3 months ago

Tri Series

Collection

Introducing our new series of models: Tri-7B, Tri-21B, and Tri-70B-preview-SFT • 10 items • Updated Sep 10 • 8

upvoted an article 5 months ago

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Article

SmolLM3: smol, multilingual, long-context reasoner

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Jul 8

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736

upvoted a paper 6 months ago

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 263

upvoted an article 8 months ago

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Article

Efficient LLM Pretraining: Packed Sequences and Masked Attention

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Oct 7, 2024

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61

upvoted 2 papers 8 months ago

Trillion 7B Technical Report

Paper • 2504.15431 • Published Apr 21 • 37

CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published Apr 17 • 93

upvoted 4 papers 11 months ago

SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28 • 123

Towards Best Practices for Open Datasets for LLM Training

Paper • 2501.08365 • Published Jan 14 • 63

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code

Paper • 2410.08196 • Published Oct 10, 2024 • 47

VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation

Paper • 2412.10151 • Published Dec 13, 2024 • 7

upvoted 2 papers 12 months ago

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 52

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 376

upvoted 4 papers over 1 year ago

Transformer Explainer: Interactive Learning of Text-Generative Models

Paper • 2408.04619 • Published Aug 8, 2024 • 172

Understanding Reference Policies in Direct Preference Optimization

Paper • 2407.13709 • Published Jul 18, 2024 • 17

X-LLaVA: Optimizing Bilingual Large Vision-Language Alignment

Paper • 2403.11399 • Published Mar 18, 2024 • 6

LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding

Paper • 2404.16710 • Published Apr 25, 2024 • 80