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Klear team, Kuaishou Technology

company

https://github.com/Kwai-Klear

https://github.com/Kwai-Klear

AI & ML interests

LLM foundation&research @ Kuaishou Technology

Kwai-Klear 's collections 6

GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment

Paper • 2605.19577 • Published May 19 • 58
Kwai-Klear/GoLongRL-30B-A3B

Text Generation • 31B • Updated May 26 • 161 • 11
Kwai-Klear/GoLongRL-4B

Text Generation • 4B • Updated May 26 • 34 • 4
Kwai-Klear/GoLongRL

Viewer • Updated May 26 • 23k • 694 • 23

Klear-AgentForge

Effective supervised fine-tuning (SFT) with synthetic data followed by multi-turn reinforcement learning (RL) for boosting agentic models.

Kwai-Klear/Klear-AgentForge-8B-SFT

308k • Updated Oct 23, 2025 • 2 • 5
Kwai-Klear/SWE-smith-mini_swe_agent_plus-trajectories-66k

Viewer • Updated Nov 6, 2025 • 66k • 3.34k • 12
Kwai-Klear/Klear-AgentForge-8B

8B • Updated Nov 12, 2025 • 61 • 1

Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning

Paper • 2512.05591 • Published Dec 5, 2025 • 17
CE-GPPO: Controlling Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning

Paper • 2509.20712 • Published Sep 25, 2025 • 20
Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

Paper • 2508.07629 • Published Aug 11, 2025 • 42
Kwai-Klear/Klear-Reasoner-8B

8B • Updated Sep 27, 2025 • 124 • 19

mini-swe-agent-plus

A collection of mini-swe-agent-plus and corresponding rollout traces that drive Qwen3-8B to a 39% solve rate on SWE-bench Verified. Enjoy!

Kwai-Klear/SWE-smith-mini_swe_agent_plus-trajectories-66k

Viewer • Updated Nov 6, 2025 • 66k • 3.34k • 12
Kwai-Klear/Klear-AgentForge-8B-SFT

308k • Updated Oct 23, 2025 • 2 • 5

Kwai-Klear/Klear-46B-A2.5B-Base

Text Generation • 46B • Updated Sep 7, 2025 • 116 • 29
Kwai-Klear/Klear-46B-A2.5B-Instruct

Text Generation • 46B • Updated Sep 7, 2025 • 202 • 80

RL with Experience rePlay

Kwai-Klear/RLEP_dataset

Updated Jul 18, 2025 • 369 • 1
RLEP: Reinforcement Learning with Experience Replay for LLM Reasoning

Paper • 2507.07451 • Published Jul 10, 2025 • 6
Kwai-Klear/qwen2.5-math-rlep

Text Generation • 8B • Updated Jul 18, 2025 • 35

GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment

Paper • 2605.19577 • Published May 19 • 58
Kwai-Klear/GoLongRL-30B-A3B

Text Generation • 31B • Updated May 26 • 161 • 11
Kwai-Klear/GoLongRL-4B

Text Generation • 4B • Updated May 26 • 34 • 4
Kwai-Klear/GoLongRL

Viewer • Updated May 26 • 23k • 694 • 23

mini-swe-agent-plus

A collection of mini-swe-agent-plus and corresponding rollout traces that drive Qwen3-8B to a 39% solve rate on SWE-bench Verified. Enjoy!

Kwai-Klear/SWE-smith-mini_swe_agent_plus-trajectories-66k

Viewer • Updated Nov 6, 2025 • 66k • 3.34k • 12
Kwai-Klear/Klear-AgentForge-8B-SFT

308k • Updated Oct 23, 2025 • 2 • 5

Klear-AgentForge

Effective supervised fine-tuning (SFT) with synthetic data followed by multi-turn reinforcement learning (RL) for boosting agentic models.

Kwai-Klear/Klear-AgentForge-8B-SFT

308k • Updated Oct 23, 2025 • 2 • 5
Kwai-Klear/SWE-smith-mini_swe_agent_plus-trajectories-66k

Viewer • Updated Nov 6, 2025 • 66k • 3.34k • 12
Kwai-Klear/Klear-AgentForge-8B

8B • Updated Nov 12, 2025 • 61 • 1

Kwai-Klear/Klear-46B-A2.5B-Base

Text Generation • 46B • Updated Sep 7, 2025 • 116 • 29
Kwai-Klear/Klear-46B-A2.5B-Instruct

Text Generation • 46B • Updated Sep 7, 2025 • 202 • 80

Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning

Paper • 2512.05591 • Published Dec 5, 2025 • 17
CE-GPPO: Controlling Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning

Paper • 2509.20712 • Published Sep 25, 2025 • 20
Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

Paper • 2508.07629 • Published Aug 11, 2025 • 42
Kwai-Klear/Klear-Reasoner-8B

8B • Updated Sep 27, 2025 • 124 • 19

RL with Experience rePlay

Kwai-Klear/RLEP_dataset

Updated Jul 18, 2025 • 369 • 1
RLEP: Reinforcement Learning with Experience Replay for LLM Reasoning

Paper • 2507.07451 • Published Jul 10, 2025 • 6
Kwai-Klear/qwen2.5-math-rlep

Text Generation • 8B • Updated Jul 18, 2025 • 35

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