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osunlp/ARLoop-0.6B
Text Generation • 0.6B • Updated • 1.97k • 2 -
osunlp/ARLoop-1.2B
Text Generation • 1B • Updated • 2.21k • 2 -
osunlp/PreNormLoop-0.6B
Text Generation • 0.6B • Updated • 1.68k • 1 -
ARLoop: Fully-Open Pre-trained Looped Transformers with Attention Residuals
Paper • 2611.05234 • Published • 3
AI & ML interests
Natural language processing, language models, language agents
Recent Activity
Papers
AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents
SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction
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osunlp/ARLoop-0.6B
Text Generation • 0.6B • Updated • 1.97k • 2 -
osunlp/ARLoop-1.2B
Text Generation • 1B • Updated • 2.21k • 2 -
osunlp/PreNormLoop-0.6B
Text Generation • 0.6B • Updated • 1.68k • 1 -
ARLoop: Fully-Open Pre-trained Looped Transformers with Attention Residuals
Paper • 2611.05234 • Published • 3
Data and checkpoints for 'Agent Learning via Early Experience' (arXiv:2510.08558). IL / SR / IWM across agent environments.
spaces 4
pinned
Running
Agents
29
Online-Mind2Web Leaderboard
🌐
Explore agent performance leaderboards and success-rate charts
Running
Agents
28
QUEST
🔎
Conduct thorough web‑based research and deliver detailed answers
Running
Agents
21
TravelPlannerLeaderboard
💻
Display and submit travel planner evaluation results
Paused
Agents
4
TravelPlannerEnvironment
👀
Plan a travel itinerary with cost tracking
models 90
osunlp/PreNormLoop-0.6B
Text Generation • 0.6B • Updated • 1.68k • 1
osunlp/ARLoop-0.6B
Text Generation • 0.6B • Updated • 1.97k • 2
osunlp/ARLoop-1.2B
Text Generation • 1B • Updated • 2.21k • 2
osunlp/early-experience-scienceworld
Updated • 1
osunlp/early-experience-appworld
Updated • 1
osunlp/early-experience-textcraft
Updated • 1
osunlp/early-experience-travelplanner
Updated • 1
osunlp/early-experience-bfcl
Updated
osunlp/early-experience-webshop
Updated • 1
osunlp/early-experience-alfworld
Updated • 1
datasets 39
osunlp/MagicBrush
Viewer • Updated • 10.4k • 18.6k • 117
osunlp/AgentCL
Viewer • Updated • 300 • 372 • 1
osunlp/Online-Mind2Web
Viewer • Updated • 300 • 538 • 38
osunlp/QUEST-RL-Data
Viewer • Updated • 1.13k • 216 • 3
osunlp/QUEST-SFT-Data-Objective-Script
Viewer • Updated • 4.67k • 378 • 1
osunlp/early-experience
Viewer • Updated • 696k • 356 • 11
osunlp/QUEST-Mid-Training-Data
Viewer • Updated • 309k • 1.52k • 1
osunlp/SkillHarm
Viewer • Updated • 879 • 13k • 1
osunlp/ACuRL
Viewer • Updated • 9.22k • 54
osunlp/QUEST-SFT-Data-Open-ended
Viewer • Updated • 11.9k • 192 • 1