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2506.11116
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Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models

Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models

9 June 2025

ArXiv (abs)PDF HTML HuggingFace (5 upvotes)

Papers citing "Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models"

10 / 10 papers shown

LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models

LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models

123

0

0

13 Nov 2025

Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following

Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following

286

2

0

16 Oct 2025

NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching

NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching

243

4

0

15 Oct 2025

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions

204

1

0

09 Sep 2025

Linear Preference Optimization: Decoupled Gradient Control via Absolute Regularization

Linear Preference Optimization: Decoupled Gradient Control via Absolute Regularization

216

1

0

20 Aug 2025

Input-Time Scaling

Input-Time Scaling

365

0

0

19 Aug 2025

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following

108

0

0

04 Aug 2025

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

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

...

219

0

0

13 Jul 2025

Self-Correction Bench: Uncovering and Addressing the Self-Correction Blind Spot in Large Language Models

Self-Correction Bench: Uncovering and Addressing the Self-Correction Blind Spot in Large Language Models

200

2

0

03 Jul 2025

Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts

Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts

296

3

0

29 Apr 2025