Umberto Cappellazzo

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upvoted a paper 10 days ago

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published 11 days ago • 30

upvoted a paper 13 days ago

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

Paper • 2510.11696 • Published 13 days ago • 165

authored a paper 20 days ago

MoME: Mixture of Matryoshka Experts for Audio-Visual Speech Recognition

Paper • 2510.04136 • Published 22 days ago • 3

upvoted a paper 20 days ago

MoME: Mixture of Matryoshka Experts for Audio-Visual Speech Recognition

Paper • 2510.04136 • Published 22 days ago • 3

commented a paper 20 days ago

MoME: Mixture of Matryoshka Experts for Audio-Visual Speech Recognition

Paper • 2510.04136 • Published 22 days ago • 3 •

2

upvoted a paper 21 days ago

Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

Paper • 2510.00515 • Published 26 days ago • 39

upvoted 2 papers about 1 month ago

Qwen3-Omni Technical Report

Paper • 2509.17765 • Published Sep 22 • 132

ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data

Paper • 2509.15221 • Published Sep 18 • 109

upvoted a paper 3 months ago

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation

Paper • 2507.10524 • Published Jul 14 • 70

upvoted a paper 4 months ago

Perception-Aware Policy Optimization for Multimodal Reasoning

Paper • 2507.06448 • Published Jul 8 • 47

upvoted a paper 5 months ago

GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning

Paper • 2505.20355 • Published May 26 • 35

authored a paper 5 months ago

Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach

Paper • 2505.14336 • Published May 20 • 3

upvoted a paper 5 months ago

Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach

Paper • 2505.14336 • Published May 20 • 3

commented a paper 5 months ago

Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach

Paper • 2505.14336 • Published May 20 • 3 •

2

upvoted 2 papers 8 months ago

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Paper • 2503.06749 • Published Mar 9 • 31

Adaptive Audio-Visual Speech Recognition via Matryoshka-Based Multimodal LLMs

Paper • 2503.06362 • Published Mar 9 • 3

authored a paper 8 months ago

Adaptive Audio-Visual Speech Recognition via Matryoshka-Based Multimodal LLMs

Paper • 2503.06362 • Published Mar 9 • 3

commented a paper 8 months ago

Adaptive Audio-Visual Speech Recognition via Matryoshka-Based Multimodal LLMs

Paper • 2503.06362 • Published Mar 9 • 3 •

2

liked 2 Spaces 8 months ago

Running

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FineWeb: decanting the web for the finest text data at scale

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Generate high-quality text data for LLMs using FineWeb

Running

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The Ultra-Scale Playbook

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The ultimate guide to training LLM on large GPU Clusters