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SWE-rebench-V2: Largest Open Coding Dataset

SWE-rebench-V2: Largest Open Coding Dataset

Nebius releases SWE-rebench-V2, the world's largest open dataset for training coding agents with over 32,000 executable tasks across 20 languages. It includes 120,000+ tasks from real pull requests, filtered for quality using LLM ensembles. A technical report and leaderboard are also available.

Reddit r/LocalLLaMACommunityMar 3#dataset#rl-training#multilingual-code
590GB SEC EDGAR Dataset Open-Sourced

590GB SEC EDGAR Dataset Open-Sourced

Datamule, Teraflop AI, and Eventual released a 590GB SEC EDGAR dataset on Hugging Face with 8 million filings and 43 billion tokens. It offers free access to parsed financial reports like 10-K and 10-Q, bypassing costly APIs. Data was collected via datamule-python and parsed using selectolax and custom libraries.

Reddit r/LocalLLaMACommunityApr 15#dataset#finance#filings
GoodPoint: LLM Constructive Paper Feedback

GoodPoint: LLM Constructive Paper Feedback

GoodPoint curates a 19K ICLR paper dataset annotated with reviewer feedback using author responses, defining effectiveness via validity and author action. It introduces a training recipe with fine-tuning and preference optimization, boosting Qwen3-8B's success rate by 83.7% and achieving SOTA among similar LLMs. Expert human studies confirm higher practical value for authors.

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20M Indian Legal Cases Dataset Release

20M+ Indian court cases with structured metadata, citation graphs (followed/distinguished/overruled), Voyage AI embeddings + BM25. Covers Supreme/High Courts/Tribunals; useful for legal NLP, GNNs, RAG eval, Indian lang models. API/bulk JSON/Parquet export, public domain.

Reddit r/MachineLearningCommunityApr 14#legal-nlp#dataset#citation-graph
Ai2 Launches Open-Weight MolmoWeb Web Agent

Ai2 Launches Open-Weight MolmoWeb Web Agent

Ai2 released MolmoWeb, an open-weight visual web agent in 4B and 8B sizes, with a full training stack and MolmoWebMix dataset featuring 30K human task trajectories across 1,100+ websites. It operates solely from browser screenshots, producing reasoned actions without HTML parsing. This offers an auditable alternative to closed APIs for web automation.

VentureBeatMediaMar 24#web-agent#visual-agent#dataset
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