Hui Zhang

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upvoted a paper 1 day ago

Vela: User Behavior as Supervision Sparks LLM Intelligence

Paper • 2610.14709 • Published 5 days ago • 69

upvoted 3 papers 16 days ago

Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents

Paper • 2609.33772 • Published 18 days ago • 36

Learning to Learn from Context: Synthetic Training from Perturbed Public Documents

Paper • 2609.33642 • Published 18 days ago • 34

CompoWorld: Compositional Environment Scaling for General Agents

Paper • 2609.33665 • Published 18 days ago • 41

upvoted a paper 21 days ago

PACT: From Credit Assignment to Critic Alignment

Paper • 2609.26355 • Published 23 days ago • 32

upvoted a paper about 1 month ago

Iris: Climbing to the Search Frontier

Paper • 2609.04304 • Published Sep 3 • 74

upvoted 2 papers about 2 months ago

PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents

Paper • 2608.26530 • Published Aug 27 • 37

D^3-MOPD: Adaptive Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation

Paper • 2608.24987 • Published Aug 25 • 28

upvoted a collection 8 months ago

Nemotron-Post-Training-v3

Collection

Collection of datasets used in the post-training phase of Nemotron Nano, Super, and Ultra v3. • 50 items • Updated Aug 11 • 206

upvoted 5 papers 8 months ago

QP-OneModel: A Unified Generative LLM for Multi-Task Query Understanding in Xiaohongshu Search

Paper • 2602.09901 • Published Feb 10 • 6

Decouple Searching from Training: Scaling Data Mixing via Model Merging for Large Language Model Pre-training

Paper • 2602.00747 • Published Jan 31 • 9

Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors

Paper • 2601.15625 • Published Jan 22 • 9

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 117

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published Feb 2 • 106

upvoted a paper 11 months ago

Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B

Paper • 2511.06221 • Published Nov 9, 2025 • 144

upvoted an article 11 months ago

view article

Article

What makes good reasoning data

• 

MiniMax-AI

•

Oct 30, 2025

• 45

upvoted a paper 11 months ago

RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services

Paper • 2511.07070 • Published Nov 10, 2025 • 20

liked a model over 1 year ago

a-m-team/AM-Thinking-v1

Text Generation • 33B • Updated May 14, 2025 • 152 • • 205

liked a Space over 1 year ago

Running

4.08k

The Ultra-Scale Playbook

🌌

4.08k

The ultimate guide to training LLM on large GPU Clusters

liked a model over 1 year ago

ValueFX9507/Tifa-Deepsex-14b-CoT-GGUF-Q4

Reinforcement Learning • 15B • Updated Feb 13, 2025 • 3.75k • 856