Róger Santos

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upvoted a collection 12 days ago

📚 LLM pretraining datasets

Collection

A collection of datasets for LLM pretraining • 9 items • Updated May 5, 2025 • 31

upvoted a paper 12 days ago

Unlocking Lossless Speedups in LLMs via Discrete Diffusion

Paper • 2609.04010 • Published 17 days ago • 111

upvoted 4 collections 16 days ago

K2-V2

Collection

The collection for K2-V2 models. • 7 items • Updated 16 days ago • 23

TxT360 (Version 1)

Collection

The collection of all TxT360 V1, open and reproducible datasets. • 4 items • Updated 16 days ago • 2

K2 Horizon Quantization

Collection

9 items • Updated 9 days ago • 7

K2 Horizon

Collection

K2 Horizon models, datasets, and supporting resources • 22 items • Updated 9 days ago • 129

upvoted 2 collections about 1 month ago

Lyra

Collection

Project Lyra: Open Generative 3D World Models • 6 items • Updated Aug 11 • 13

RLHF

Collection

A collection of models trained with Reinforcement Learning from Human Feedback (RLHF). • 4 items • Updated Aug 11 • 9

upvoted a paper 2 months ago

LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

Paper • 2502.07374 • Published Feb 11, 2025 • 41

upvoted 6 collections 3 months ago

Sequential-Style RecursiveMAS

Collection

11 items • Updated Jun 25 • 1

Mixture-Style RecursiveMAS

Collection

11 items • Updated Jun 25 • 3

Distillation-Style RecursiveMAS

Collection

6 items • Updated Jun 25 • 1

Deliberation-Style RecursiveMAS

Collection

5 items • Updated Jun 25 • 2

DiffusionGemma

Collection

1 item • Updated Jul 21 • 64

Nemotron-Pre-Training-Datasets

Collection

Large scale pre-training datasets used in the Nemotron family of models. • 15 items • Updated Aug 11 • 193

upvoted a paper 4 months ago

Key-Value Means

Paper • 2605.09877 • Published May 11 • 25

upvoted a collection 4 months ago

RWKV v7

Collection

9 items • Updated Mar 17, 2025 • 13

upvoted a collection 5 months ago

moe

Collection

2 items • Updated Feb 10 • 2

upvoted 2 papers 8 months ago

LTA-thinker: Latent Thought-Augmented Training Framework for Large Language Models on Complex Reasoning

Paper • 2509.12875 • Published Sep 16, 2025 • 1

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 94