Changxin Tian

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upvoted a paper 10 days ago

Rethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe

Paper • 2606.20381 • Published 14 days ago • 9

upvoted a paper 15 days ago

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale

Paper • 2606.15079 • Published 19 days ago • 87

upvoted a paper 5 months ago

MergeMix: Optimizing Mid-Training Data Mixtures via Learnable Model Merging

Paper • 2601.17858 • Published Jan 25 • 1

upvoted a paper 8 months ago

Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation

Paper • 2510.22115 • Published Oct 25, 2025 • 86

upvoted a paper 9 months ago

WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training

Paper • 2507.17634 • Published Jul 23, 2025 • 2

upvoted 2 collections 9 months ago

Ring 2.0

Collection

14 items • Updated 17 days ago • 21

Ring

Collection

Ring is a reasoning MoE LLM provided and open-sourced by InclusionAI, derived from Ling. • 5 items • Updated 17 days ago • 22

upvoted a collection 10 months ago

Ling 2.0

Collection

11 items • Updated 17 days ago • 37

upvoted a paper 11 months ago

Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models

Paper • 2507.17702 • Published Jul 23, 2025 • 7