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BibTeX/BibLaTeX reference manager with DOI lookup, grouping, and LibreOffice integration.

Interactive notebooks for mixing code, prose, and visualization.

Language and environment for statistics, visualization, and reproducible research.

Curated archive of public exploits and proof-of-concepts with searchsploit CLI for offline lookup.

Institutional repository platform for research outputs, theses, datasets, and OAI-PMH harvesting—DSpace 7+ Angular UI.

Allen AI fully open LLM **pipeline**: weights, training code, data mixes, and evaluation—research transparency flagship.

BigScience 176B multilingual causal LM—landmark collaborative open training effort on Jean Zay (weights under BigScience Responsible AI License).

EleutherAI framework and 20B-class models for training large autoregressive LMs with 3D parallelism—Apache-2.0 training stack.

Meta’s Open Pretrained Transformer suite (125M–175B) released with reproducible logbooks—canonical Hub org `facebook` / `facebook/opt-*`.

EleutherAI’s public scaling suite: matched GPT-NeoX–architecture models from 70M–12B with public datasets for interpretability research.

Composable transformations (grad, vmap, pmap) plus NumPy-like API for high-performance ML research on accelerators.

Advanced FOSS surveys with branching and many question types.