fairchem
llms.txt2.3k starsChanged 11 days agoLicence not identifiedView on GitHub
Open datasets, pretrained models, and simulation tools for materials science and quantum chemistry from Meta FAIR. FAIR Chemistry provides the UMA family of universal interatomic potentials and the fairchem Python…
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Who's talking about facebookresearch/fairchem
- facebookresearch/clusterscope“🐛[Bug Report]: clusterscope v0.0.11 breaks when env variables are not defined”GitHub · Sep 5, 2025 · 2 reactions
- @github-trending.bsky.social“📦 facebookresearch / fairchem ⭐ 1,129 (+70) 🗒 Python FAIR Chemistry's library of machine learning methods …”Bluesky · May 15, 2025 · 1 likes
- ddmms/ml-peg“Add uma 1.2.1 models with nitro”GitHub · Oct 30, 2026
- Quantum-Accelerators/quacc“Bump fairchem-core from 2.23.0 to 2.24.0”GitHub · Oct 25, 2026
- sandipde/Literature-vault“facebookresearch/fairchem: FAIR Chemistry's library of machine learning methods for chemistry”GitHub · Oct 24, 2026
The biggest 5 of 47 mentions linking to the repository that our crawl found. Each line is their own headline.
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Talked about on GitHub and Bluesky (47 times).
On GitHub · 46
- Sep 5, 2025🐛[Bug Report]: clusterscope v0.0.11 breaks when env variables are not defined — facebookresearch/clusterscope2 reactions · 1 comment
- Oct 30, 2026Add uma 1.2.1 models with nitro — ddmms/ml-peg0 reactions · 2 comments
- Oct 25, 2026Bump fairchem-core from 2.23.0 to 2.24.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Oct 24, 2026facebookresearch/fairchem: FAIR Chemistry's library of machine learning methods for chemistry — sandipde/Literature-vault0 reactions
- Oct 23, 2026Optimize efficiency and Speed braindecode as FAIRChem — braindecode/braindecode0 reactions
41 more on GitHub
- Oct 15, 2026NANO-001C: qualify atomistic baseline provenance, pretraining exposure, and model license — Luminous-Dynamics/symthaea0 reactions
- Oct 15, 2026NANO-001A: admit OC22 IS2RE-Total and freeze the benchmark data contract — Luminous-Dynamics/symthaeasays it tested it0 reactions · 11 comments
- Sep 28, 2026Bump fairchem-core from 2.22.0 to 2.23.0 — Quantum-Accelerators/quacc0 reactions · 1 comment
- Sep 1, 2026Update fairchem-core requirement from <2.0,>=1.10.0 to >=1.10.0,<3.0 — dogusariturk/MaterialsFramework0 reactions
- Aug 24, 2026Bump fairchem-core from 2.21.0 to 2.22.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Aug 4, 2026Add OMol-compatible ORCA calculations — Quantum-Accelerators/quacc0 reactions
- Jul 29, 2026Update fairchem-core requirement from <2.0,>=1.10.0 to >=1.10.0,<3.0 — dogusariturk/MaterialsFramework0 reactions · 2 comments
- Jun 15, 2026Bump fairchem-core from 2.10.0 to 2.21.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Jun 10, 2026Add OC20 recipe — Quantum-Accelerators/quacc0 reactions
- Jun 8, 2026Bump fairchem-core from 2.20.0 to 2.21.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- May 26, 2026Quaternion-based Wigner D method for fixing y-aligned edges — instadeepai/mlip0 reactions · 5 comments
- May 19, 2026Bump fairchem-core from 2.19.0 to 2.20.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- May 1, 2026Add AllScAIP and MatRIS-MoE models to landscape — lulelaboratory/mlip-landscape0 reactions · 1 comment
- Mar 30, 2026Bump fairchem-core from 2.18.1 to 2.19.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Mar 23, 2026Bump fairchem-core from 2.17.0 to 2.18.1 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Mar 9, 2026Bump fairchem-core from 2.15.0 to 2.17.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Mar 9, 2026Fairchem-like Max-Atom-Sampler — metatensor/metatrain0 reactions · 6 comments
- Mar 4, 2026Raise an error if an unsupported element is used — Quantum-Accelerators/qmof_thermo0 reactions · 1 comment
- Mar 2, 2026Bump fairchem-core from 2.14.0 to 2.15.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Feb 24, 2026Remove Fairchem Legacy. — TorchSim/torch-sim0 reactions
- Feb 13, 2026Pin setuptools for fairchem — stfc/janus-core0 reactions
- Jan 16, 2026Pin scipy for fairchem tests — TorchSim/torch-sim0 reactions · 1 comment
- Jan 16, 2026recover default source when no extras are selected in [tool.uv.sources] — astral-sh/uv0 reactions · 4 comments
- Dec 26, 2025Bump fairchem-core from 2.2.0 to 2.13.0 — Quantum-Accelerators/qmof_thermo0 reactions
- Dec 11, 2025Bump fairchem-core from 2.12.0 to 2.13.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Nov 24, 2025Bump fairchem-core from 2.11.0 to 2.12.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Nov 14, 2025Bump fairchem-core from 2.10.0 to 2.11.0 — Quantum-Accelerators/quacc0 reactions · 1 comment
- Oct 27, 2025Bump fairchem-core from 2.9.0 to 2.10.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Oct 13, 2025Bump fairchem-core from 2.7.1 to 2.9.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Sep 29, 2025Bump fairchem-core from 2.6.0 to 2.7.1 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Sep 22, 2025Bump fairchem-core from 2.4.0 to 2.6.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Sep 19, 2025PPMat-Model Reproducibility Co-creation Initiative / PPMat-模型复现共建计划 — PaddlePaddle/PaddleMaterials0 reactions
- Sep 8, 2025Bump fairchem-core from 2.3.0 to 2.4.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Sep 3, 2025Double check and clean up old links in readme — protontypes/open-sustainable-technology0 reactions · 3 comments
- Aug 20, 2025Adding UMA MLIP from fairchem to Genarris — Yi5817/Genarris0 reactions
- Jul 8, 2025Bump fairchem-core from 2.2.0 to 2.3.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Jul 1, 2025Add project: UMA models — JuDFTteam/best-of-atomistic-machine-learning0 reactions
- May 26, 2025Bump fairchem-core[torch_extras] from 1.10.0 to 2.1.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- May 14, 2025Fix fairchem model interface given v2 release. — TorchSim/torch-sim0 reactions · 8 comments
- Apr 30, 2025Bump fairchem-core from 1.9.0 to 1.10.0 — Quantum-Accelerators/quacc0 reactions · 2 comments
- Apr 28, 2025Add eSEN — atomind-ai/mlip-arena0 reactions
On Bluesky · 1
- May 15, 2025📦 facebookresearch / fairchem ⭐ 1,129 (+70) 🗒 Python FAIR Chemistry's library of machine learning methods for chemistry — @github-trending.bsky.social1 likes and repost
In this repository2 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- docs/llms-full.txtllms.txt
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