brorl

non-profit

AI & ML interests

None defined yet.

authored a paper 3 months ago

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published Jan 30 • 111

posted an update 5 months ago

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175

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration (2511.21689)

authored a paper 6 months ago

RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments

Paper • 2511.07317 • Published Nov 10, 2025 • 18

authored a paper 11 months ago

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30, 2025 • 146

authored 5 papers about 1 year ago

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Paper • 2504.20571 • Published Apr 29, 2025 • 98

EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees

Paper • 2503.08893 • Published Mar 11, 2025 • 6

Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

Paper • 2310.06694 • Published Oct 10, 2023 • 3

Evaluating Large Language Models at Evaluating Instruction Following

Paper • 2310.07641 • Published Oct 11, 2023 • 1

Plug-and-Play Knowledge Injection for Pre-trained Language Models

Paper • 2305.17691 • Published May 28, 2023 • 1