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DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization
Paper • 2508.14460 • Published • 86 -
MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement
Paper • 2508.09670 • Published -
URPO: A Unified Reward & Policy Optimization Framework for Large Language Models
Paper • 2507.17515 • Published • 2
Emmanuel Sugutt
Sugutt
AI & ML interests
Reinforcement learning
Transformer models
Recent Activity
upvoted an article 2 days ago
Build Small Hackathon With Cohere Models updated a Space 3 days ago
Sugutt/kln_whisper_v3_turbo published a Space 3 days ago
Sugutt/kln_whisper_v3_turboOrganizations
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Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts
Paper • 2508.07785 • Published • 30 -
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs
Paper • 2508.05257 • Published • 13 -
SmallThinker: A Family of Efficient Large Language Models Natively Trained for Local Deployment
Paper • 2507.20984 • Published • 58 -
MiniCPM4: Ultra-Efficient LLMs on End Devices
Paper • 2506.07900 • Published • 99
-
DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization
Paper • 2508.14460 • Published • 86 -
MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement
Paper • 2508.09670 • Published -
URPO: A Unified Reward & Policy Optimization Framework for Large Language Models
Paper • 2507.17515 • Published • 2
-
Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts
Paper • 2508.07785 • Published • 30 -
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs
Paper • 2508.05257 • Published • 13 -
SmallThinker: A Family of Efficient Large Language Models Natively Trained for Local Deployment
Paper • 2507.20984 • Published • 58 -
MiniCPM4: Ultra-Efficient LLMs on End Devices
Paper • 2506.07900 • Published • 99
models 8
Sugutt/whisper-v3-kalenjin-turbo
Automatic Speech Recognition • Updated • 20 • 1
Sugutt/whisper-kalenjin-small-revised
0.2B • Updated
Sugutt/finmap-expense-cat-model
0.1B • Updated • 4
Sugutt/finbert-expense-categorization
Text Classification • 0.1B • Updated • 5 • 1
Sugutt/Taxi-V3
Reinforcement Learning • Updated
Sugutt/q-FrozenLake-v1-4x4-noSlippery
Reinforcement Learning • Updated
Sugutt/ppo-Huggy
Reinforcement Learning • Updated • 2
Sugutt/lunarlander
Reinforcement Learning • Updated • 1
datasets 0
None public yet