Lee Junbum

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upvoted a collection 17 days ago

NVIDIA Nemotron v3

Collection

Open, Production-ready Enterprise Models • 6 items • Updated 8 days ago • 115

upvoted a collection 18 days ago

Nemotron-Pre-Training-Datasets

Collection

Large scale pre-training datasets used in the Nemotron family of models. • 11 items • Updated 15 days ago • 89

upvoted a collection 20 days ago

Kanana-2

Collection

Open Source Kanana-2 • 23 items • Updated 20 days ago • 19

upvoted a paper 3 months ago

A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning

Paper • 2510.15444 • Published Oct 17, 2025 • 147

upvoted 2 papers 4 months ago

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4, 2025 • 195

MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers

Paper • 2508.20453 • Published Aug 28, 2025 • 63

upvoted a paper 5 months ago

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published Aug 7, 2025 • 180

upvoted a paper 6 months ago

SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction

Paper • 2507.15852 • Published Jul 21, 2025 • 38

upvoted an article 6 months ago

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Article

Reachy Mini - The Open-Source Robot for Today's and Tomorrow's AI Builders

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Jul 9, 2025

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755

upvoted a paper 7 months ago

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28, 2025 • 44

upvoted an article 8 months ago

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Article

Xet is on the Hub

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Mar 18, 2025

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79

upvoted 2 papers 9 months ago

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18, 2025 • 139

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

Paper • 2504.13161 • Published Apr 17, 2025 • 93

upvoted 2 papers 10 months ago

HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs

Paper • 2503.02003 • Published Mar 3, 2025 • 48

Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers

Paper • 2503.00865 • Published Mar 2, 2025 • 64

upvoted 5 papers 11 months ago

Soundwave: Less is More for Speech-Text Alignment in LLMs

Paper • 2502.12900 • Published Feb 18, 2025 • 86

Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation

Paper • 2502.08690 • Published Feb 12, 2025 • 43

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding

Paper • 2502.08946 • Published Feb 13, 2025 • 191

Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning

Paper • 2502.06533 • Published Feb 10, 2025 • 17

TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published Feb 11, 2025 • 57