What Gradients Add to Text Leakage in Split Language Models, Counted per Token and per Document Paper • 2610.04128 • Published 22 days ago • 12
Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning Paper • 2609.10445 • Published Sep 9 • 34
Privacy Failure in Split-LLM Training, The Returned Gradient Nullifies the Decoys Paper • 2609.04382 • Published Sep 3 • 5
Covenant-72B: Pre-Training a 72B LLM with Trustless Peers Over-the-Internet Paper • 2603.08163 • Published Mar 9 • 5
view post Post 2,462 @retrain-pipelines execution engine is in perpetual evolution, with the aim to establish itself as SOTA, and for the long run.However, we neglect no aspect of ML-Eng centricity.If notebooks is where you like to do dev most,we support you there 100% too.Build crazy combos of inline tasks, deep parallel sub-DAG branches, nested asynchronous groups...... the DAG renderer is undergoing an incremental upgradeuntil the next one.* starring toy tasks here. No ML has been hurt in this video 🙂 See translation ❤️ 2 2 🔥 2 2 + Reply
DCAS: Decoupling CLI Agent Scaffolding to Internalize Planning across Scaffolds Paper • 2608.06113 • Published Aug 6 • 18
DCAS: Decoupling CLI Agent Scaffolding to Internalize Planning across Scaffolds Paper • 2608.06113 • Published Aug 6 • 18
SpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from Scratch Paper • 2607.27167 • Published Jul 29 • 20
MindForge: Teaching Small Language Models Whole-Life-Cycle Software Engineering via Source-Free Program Synthesis Paper • 2607.27146 • Published Jul 29 • 30
SpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from Scratch Paper • 2607.27167 • Published Jul 29 • 20
MindForge: Teaching Small Language Models Whole-Life-Cycle Software Engineering via Source-Free Program Synthesis Paper • 2607.27146 • Published Jul 29 • 30
view post Post 1,150 @retrain-pipelines v0.2.0 is out !I'm at Station F at My booth with GOSIM Paris 2026 today & tomorrow.Come meet me for a live in-person demo and a chat ! See translation 1 reply · 🔥 3 3 + Reply
view post Post 241 Launching a workweek of @retrain-pipelines wheels.Day #1 : Compose See translation 4 replies · 👀 1 1 + Reply
AIRTBench: Measuring Autonomous AI Red Teaming Capabilities in Language Models Paper • 2506.14682 • Published Jun 17, 2025
PentestJudge: Judging Agent Behavior Against Operational Requirements Paper • 2508.02921 • Published Aug 4, 2025
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks Paper • 2602.12670 • Published Feb 13 • 68
Incentivizing Permissionless Distributed Learning of LLMs Paper • 2505.21684 • Published May 27, 2025 • 1
view post Post 379 Hey, I went to Hangzhou to talk about retrain-pipelines at the GOSIM Foundation's conference last september.The recording just got released. Go check it out !https://www.youtube.com/watch?v=nmrMachM5aMSlides are there :https://docs.google.com/presentation/d/1hnAzHJ0SbeAOtGJir-iH84RBtXT1OxVT/ See translation 2 replies · 🔥 3 3 + Reply