Malthe August Bordin Bresler

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upvoted a paper about 20 hours ago

Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement

Paper • 2608.31046 • Published 3 days ago • 127

updated a collection about 20 hours ago

Architectures

Collection

6 items • Updated about 20 hours ago

updated a collection about 1 month ago

LLM_RL

Collection

3 items • Updated about 1 month ago

upvoted a paper about 1 month ago

From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement

Paper • 2607.23802 • Published Jul 26 • 106

updated a collection about 2 months ago

LLM_RL

Collection

3 items • Updated about 1 month ago

upvoted a paper about 2 months ago

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 84

updated a collection 3 months ago

Frameworks

Collection

3 items • Updated Jun 15

updated a collection 5 months ago

Frameworks

Collection

3 items • Updated Jun 15

upvoted a paper 5 months ago

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Paper • 2604.05091 • Published Apr 6 • 48

upvoted a paper 8 months ago

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 226

updated a collection 10 months ago

Architectures

Collection

6 items • Updated about 20 hours ago

upvoted 2 papers 10 months ago

The End of Manual Decoding: Towards Truly End-to-End Language Models

Paper • 2510.26697 • Published Oct 30, 2025 • 121

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 235

updated a collection 11 months ago

Architectures

Collection

6 items • Updated about 20 hours ago

upvoted a paper 11 months ago

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 116

updated a collection 11 months ago

Architectures

Collection

6 items • Updated about 20 hours ago

upvoted 3 papers 11 months ago

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 521

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 276

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

Paper • 2510.11696 • Published Oct 13, 2025 • 183