view post Post 1599 Uhh did Opus 4.8 cheat on PostTrainBench??it found an API key in the PostTrainBench environment that allowed it to generate synthetic training data without using GPU hours, boosting the base model by 0.4913Source: https://posttrainbench.com/traces/run.html?id=claude_non_api_max_claude-opus-4-8_10h_run1__healthbench_Qwen_Qwen3-4B-Base_17315102#tab=trace See translation
Repro: Local Learning vs SSL Backprop (ICML 2026) ICML 2026 open-reproduction (arXiv 2601.21683, OpenReview 0QsbcZKCQ0): CLAPP local-SSL vs global BP-SSL. Logbook + bucket artifacts + scripts. Running Reproduction: Can Local Learning Match Self-Supervised Backpropagation? 🎯 Explore code, markdown, and traces with an interactive logbook
Running Reproduction: Can Local Learning Match Self-Supervised Backpropagation? 🎯 Explore code, markdown, and traces with an interactive logbook
ICML 2026 Repro - cMoLLM at Scale Reproduction artifacts and Trackio resources for ICML 2026 paper sfjLeIbTAi. Running Agents Cmollm Repro Metrics 🎯 Show an interactive dashboard of your tracked data Running Repro - cMoLLM at Scale: Horizontal Scaling Laws for Convolutionally-Gated Mixture-of-LLMs 🎯 Running Agents Cmollm Reproduction Artifacts 🎯
Repro: Local Learning vs SSL Backprop (ICML 2026) ICML 2026 open-reproduction (arXiv 2601.21683, OpenReview 0QsbcZKCQ0): CLAPP local-SSL vs global BP-SSL. Logbook + bucket artifacts + scripts. Running Reproduction: Can Local Learning Match Self-Supervised Backpropagation? 🎯 Explore code, markdown, and traces with an interactive logbook
Running Reproduction: Can Local Learning Match Self-Supervised Backpropagation? 🎯 Explore code, markdown, and traces with an interactive logbook
ICML 2026 Repro - cMoLLM at Scale Reproduction artifacts and Trackio resources for ICML 2026 paper sfjLeIbTAi. Running Agents Cmollm Repro Metrics 🎯 Show an interactive dashboard of your tracked data Running Repro - cMoLLM at Scale: Horizontal Scaling Laws for Convolutionally-Gated Mixture-of-LLMs 🎯 Running Agents Cmollm Reproduction Artifacts 🎯
pinned Running on Zero Agents 1 MiniMax Music 3 Studio 🎵 Generate full songs from structured captions and lyrics
pinned Running on Zero Agents 348 Demucs Music Source Separation (v4) ⚡ Separate music into vocals and instrumental
abidlabs/repro-memory-savings-at-what-cost-a-study-of-alternatives-to-backpropagation-traces Traces • Updated Jul 22 • 1 • 69