Mann Patel

manncodes's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted 2 papers 2 months ago

The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence

Paper • 2605.26494 • Published May 26 • 41

Multi-Objective and Mixed-Reward Reinforcement Learning via Reward-Decorrelated Policy Optimization

Paper • 2605.13641 • Published May 13 • 51

upvoted an article 3 months ago

view article

Article

Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries

• 
• 
• +7

aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, nouamanetazi, lvwerra, sergiopaniego

•

Mar 10

• 173

upvoted a collection 6 months ago

How2Everything data

Collection

Data release for "How2Everything: Mining the Web for How-To Procedures to Evaluate and Improve LLMs" • 5 items • Updated Mar 2 • 2

upvoted 5 papers 7 months ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published Jan 8 • 235

Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits

Paper • 2512.20578 • Published Dec 23, 2025 • 87

On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral

Paper • 2512.04220 • Published Dec 3, 2025 • 17

When Reasoning Meets Its Laws

Paper • 2512.17901 • Published Dec 19, 2025 • 62

Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models

Paper • 2512.13607 • Published Dec 15, 2025 • 40

upvoted an article 8 months ago

view article

Article

Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance

• 

ServiceNow-AI

•

Dec 9, 2025

• 84

upvoted 2 collections 8 months ago

Nemotron-Post-Training-v3

Collection

Collection of datasets used in the post-training phase of Nemotron Nano, Super, and Ultra v3. • 50 items • Updated 16 days ago • 185

Tiny-A2D

Collection

Small diffusion language models adapted from AR models • 4 items • Updated Dec 6, 2025 • 21

upvoted a paper 8 months ago

Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 107

upvoted 2 papers 9 months ago

HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages

Paper • 2505.11475 • Published May 16, 2025 • 6

Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy

Paper • 2507.01352 • Published Jul 2, 2025 • 61

upvoted a collection 10 months ago

Apertus v1

Collection

Democratizing Open and Compliant LLMs for Global Language Environments: 8B and 70B open-data open-weights models, multilingual in >1000 languages • 4 items • Updated 8 days ago • 361

upvoted a paper 10 months ago

Apriel-1.5-15b-Thinker

Paper • 2510.01141 • Published Oct 1, 2025 • 125

upvoted an article 10 months ago

view article

Article

PipelineRL

• 

ServiceNow

•

Apr 25, 2025

• 46

upvoted a collection 11 months ago

— Long-context post-training 🧶 —

Collection

Resources for post-training LLMs with long-context samples • 5 items • Updated Sep 14, 2025 • 6

upvoted a paper 12 months ago

Qwen2.5-1M Technical Report

Paper • 2501.15383 • Published Jan 26, 2025 • 72