Leandro von Werra PRO

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New activity in rl-llm-wiki/knowledge-base about 7 hours ago

source: url:cognitiverevolution.ai/the-rl-fine-tuning-playbook-coreweave-s-kyle-corbitt-on-grpo-rubrics-environments-reward-hacking — RL fine-tuning playbook: GRPO/rubrics/reward-hacking (practitioner transcript)

3

#784 opened 1 day ago by

lvwerra

New activity in rl-llm-wiki/knowledge-base about 11 hours ago

source: url:interconnects.ai/p/rl-backlog-openais-many-rls-clarifying — OpenAI's many RLs / agentic (speculation)

4

#734 opened 3 days ago by

lvwerra

updated a bucket about 13 hours ago

rl-llm-wiki/rl-main-bucket

318 MB

New activity in rl-llm-wiki/knowledge-base about 13 hours ago

source: url:mechanize.work/blog/the-upcoming-gpt-3-moment-for-rl — RL environments as scaling substrate / GPT-3-moment thesis (forecast)

3

#785 opened about 24 hours ago by

lvwerra

updated a Space about 19 hours ago

Running

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Agent Manager

🖥

8

Private cloud manager for AI coding CLI sessions

New activity in rl-llm-wiki/knowledge-base about 21 hours ago

source: url:interconnects.ai/p/opening-the-black-box-of-character — Character training pipeline (speculation, paid/partial)

3

#732 opened 3 days ago by

lvwerra

source: url:pillumina.github.io/posts/aiinfra/02-slime — Zhipu GLM slime RL-infra source reconstruction (CN, speculation)

3

#764 opened 1 day ago by

lvwerra

source: url:interconnects.ai/p/summertime-outlook-o3s-novelty-coming — o3 novelty / RLVR search (speculation)

3

#728 opened 3 days ago by

lvwerra

source: url:interconnects.ai/p/thinking-searching-and-acting — Thinking/Searching/Acting (agentic speculation)

3

#731 opened 3 days ago by

lvwerra

source: url:yuanchaofa.com/post/kimi-k2-5-reading-notes — Kimi K2.5 PARL parallel-agent RL deep-read (CN, speculation)

3

#744 opened 1 day ago by

lvwerra

source: url:nishtahir.com/notes-on-the-phi-4-reasoning-technical-paper — Phi-4-reasoning recipe reconstruction (Microsoft, secondary)

3

#765 opened 1 day ago by

lvwerra

New activity in rl-llm-wiki/knowledge-base about 22 hours ago

source: url:jasonwei.net/blog/asymmetry-of-verification-and-verifiers-law — Verifier's law / asymmetry of verification (speculation)

4

#739 opened 1 day ago by

lvwerra

source: url:cnblogs.com/volcengine-developer/articles/19070102 — veRL+ReTool tool-use RL reproduction / env+loss plumbing (CN, speculation)

3

#770 opened 1 day ago by

lvwerra

source: url:hkust-nlp.notion.site/simplerl-reason — SimpleRL-Zero 7B/8K R1-Zero reproduction / easy-to-hard (open-repro)

3

#774 opened 1 day ago by

lvwerra

source: url:cnblogs.com/theseventhson/p/18725466 — Kimi k1.5 long-CoT RL reconstruction (CN, speculation)

3

#763 opened 1 day ago by

lvwerra

source: url:syhya.github.io/posts/2025-01-27-deepseek-r1 — DeepSeek-R1 deep-dive / GRPO+KL math + o1 read-across (CN, speculation)

3

#742 opened 1 day ago by

lvwerra

grpo §4: integrate 2025 soft-source framing on the sharpen-vs-expand debate (SSA shaping, RL scaling laws)

1

#792 opened about 22 hours ago by

lvwerra

source: url:epoch.ai/gradient-updates/the-promise-of-reasoning-models — Epoch AI: promise of reasoning models (analysis, speculation)

3

#736 opened 3 days ago by

lvwerra

source: url:interconnects.ai/p/the-state-of-reasoning — State of reasoning (speculation/calibration)

3

#722 opened 3 days ago by

lvwerra

source: url:sequoiacap.com/podcast/training-data-noam-brown — Sequoia x Noam Brown: o1 team on test-time compute as scaling axis (transcript)

3

#781 opened 1 day ago by

lvwerra