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Corollary
  1. Catalog

Library

Find the model or dataset for the question you have.

Ask in plain language and we will work out where the answer lives — or filter the index yourself. Almost everything here runs on our servers, from this page, with no setup.

Models
309
Datasets
254
Organisations
148

Labs, institutes and companies

Ready to run
21

Including 6 that run free and instantly

Looking for a particular value, not a particular dataset?Search schemas, rows and column statistics inside the data itself.
Every model, A–Z309
  • AbLang2Oxford Protein Informatics Group
  • ABMIL (CONCH v1.5 features, pc108-24k)MahmoodLab
  • ABMIL (UNI features, pc108-24k)MahmoodLab
  • ABMIL (UNI2 features, pc108-24k)MahmoodLab
  • ACE2-ERA5allenai
  • ADMET-AISwanson et al., Stanford
  • AIFS ENS 1.0ecmwf
  • AIFS ENS 2.0ecmwf
  • AIFS Single 0.2.1ecmwf
  • AIFS Single 1.0ecmwf
  • AIFS Single 1.1ecmwf
  • AIFS Single 2.0ecmwf
  • AIMNet2 (B97-3c, 2025)isayevlab
  • AIMNet2 ωB97M-D3isayevlab
  • AIMNet2-NSEisayevlab
  • AIMNet2-Pdisayevlab
  • AIMNet2-rxnisayevlab
  • Aion Basepolymathic-ai
  • AlphaFlow / BioEmuMIT / Microsoft Research
  • AlphaFold DB LookupDeepMind / EMBL-EBI
  • AlphaFold2DeepMind (served as BioNeMo NIM)
  • AlphaGenomegoogle
  • AmberToolsAmber consortium
  • ANARCIOxford Protein Informatics Group
  • AntiFoldHummer et al., DTU
  • AQAffinitySandboxAQ
  • AstroCLIPpolymathic-ai
  • AstroLLaMAUniverseTBD
  • Auroramicrosoft
  • AutoDock VinaScripps Research
  • AutoDock-GPUScripps Research
  • AVES2-BEATsEarthSpeciesProject
  • BindCraftOvchinnikov Lab / Baker Lab
  • BioCLIP 2imageomics
  • BioEmumicrosoft
  • BioMedGPT-R1PharMolix / OpenBioMed
  • BioReason-Pro RLwanglab
  • BioReason-Pro SFTwanglab
  • BioVERSEIBM Research
  • BOA — Basis Overlap Architecturesciai-lab
  • Boltz-2MIT × Recursion
  • Botanic0-Lliving-models
  • Botanic0-Mliving-models
  • Botanic0-Sliving-models
  • Botanic1-Lliving-models
  • Botanic1-Mliving-models
  • Botanic1-M SAE (k=64, codebook 8192)living-models
  • Botanic1-Sliving-models
  • Carbon-3BHuggingFaceBio
  • Carbon-500MHuggingFaceBio
  • Carbon-8BHuggingFaceBio
  • Carbon-AHugging Face, from GENERanno (Gener Team)
  • Carbon-XHugging Face, Zhongguancun Academy and TIGEM
  • cBottlenvidia
  • CellFMMulti-institution consortium
  • Chai-1Chai Discovery
  • ChatNTInstaDeepAI
  • Chemprop D-MPNN — toxicity panelSwanson et al., Stanford · Chemprop, MIT
  • Clinical Camel 70Bwanglab
  • ColabFoldSteinegger Lab
  • CoLiPRImicrosoft
  • CONCHMahmoodLab
  • CONCH v1.5MahmoodLab
  • CYP Inhibition Modelopenadmet
  • DeepSpot-Mratschlab
  • DiffDockMIT / Barzilay Lab
  • DiffDock-PPMIT
  • DiffLinkerCorreia Lab / EPFL
  • DiffSBDDCorreia Lab / EPFL
  • DNABERT-2Zhou et al., Northwestern
  • DoctoBERT-fr-basedoctolib-lab
  • DoctoModernBERT-fr-basedoctolib-lab
  • DPLM-2Nanjing University / ByteDance
  • EnformerDeepMind
  • Equiformer v3mirror-physics
  • ESM-IF1Meta FAIR
  • ESM2-3BMeta FAIR
  • ESM2-650MMeta FAIR
  • ESMC 300Mbiohub
  • ESMC 300M (Dec 2024)biohub
  • ESMC 600Mbiohub
  • ESMC 600M (Dec 2024)biohub
  • ESMC 6Bbiohub
  • ESMFoldMeta AI (FAIR)
  • ESMFold2biohub
  • ESMFold2-Experimentalbiohub
  • ESMFold2-Experimental-Fastbiohub
  • ESMFold2-Fastbiohub
  • ether0futurehouse
  • eva-rnaScientaLab
  • Evo 2Arc Institute / Stanford
  • EVOLVEproHarvard / Broad Institute
  • FlashPPItattabio
  • FourCastNet 3nvidia
  • GalacticaMeta AI
  • GENA-LM BERT base (T2T)AIRI-Institute
  • GENA-LM BERT large (T2T)AIRI-Institute
  • GeneformerTheodoris et al., Gladstone Institutes
  • Genos 1.2BZhejiangLab
  • gLM2 650Mtattabio
  • GninaKoes Lab / University of Pittsburgh
  • GO-GPTwanglab
  • GROMACSGROMACS consortium
  • GROVERTsinghua University
  • HEST Tissue SegmentationMahmoodLab
  • HiRO-ACEallenai
  • HuatuoGPT-Vision 7BFreedomIntelligence
  • IgFoldRuffolo et al., Johns Hopkins
  • ImmuneBuilderOxford Protein Informatics Group
  • Indus SDE v0.2nasa-impact
  • IntelliFoldIntelliGen AI
  • Kimina-Prover Distill 1.7BAI-MO
  • Kimina-Prover Distill 8BAI-MO
  • Kimina-Prover Preview Distill 7BAI-MO
  • KRONOSMahmoodLab
  • La-RiboGENTEL Lab, Shanghai Jiao Tong University
  • LigandMPNNBaker Lab / UW IPD
  • LULA-1.1omtx
  • MACE-MP-0mace-foundations
  • MACE-MPA-0mace-foundations
  • MadeleineMahmoodLab
  • Make-A-Shape · multi-view 20MADSKAILab
  • Make-A-Shape · point-cloud 20MADSKAILab
  • Make-A-Shape · single-view 20MADSKAILab
  • Make-A-Shape · voxel 16³ADSKAILab
  • Make-A-Shape · voxel 32³ADSKAILab
  • MAMMALIBM Research
  • MAMMAL solubilityIBM Research
  • MarinDNA m5.1 1B base modelmarin-dna
  • MatterGenmicrosoft
  • MedASRgoogle
  • MedGemma 1.5 4Bgoogle
  • MedGemma 27Bgoogle
  • MedSAMwanglab
  • MedSigLIPgoogle
  • MegaMolBARTNVIDIA / BioNeMo
  • MIST 1.8B · ⟨R²⟩mist-models
  • MIST 1.8B · BACEmist-models
  • MIST 1.8B · BBBPmist-models
  • MIST 1.8B · ClinToxmist-models
  • MIST 1.8B · Cvmist-models
  • MIST 1.8B · ESOLmist-models
  • MIST 1.8B · FreeSolvmist-models
  • MIST 1.8B · G298mist-models
  • MIST 1.8B · H298mist-models
  • MIST 1.8B · HIVmist-models
  • MIST 1.8B · HOMOmist-models
  • MIST 1.8B · HOMO-LUMO gapmist-models
  • MIST 1.8B · Lipomist-models
  • MIST 1.8B · LUMOmist-models
  • MIST 1.8B · QM8mist-models
  • MIST 1.8B · SIDERmist-models
  • MIST 1.8B · Tox21mist-models
  • MIST 1.8B · U0mist-models
  • MIST 1.8B · U298mist-models
  • MIST 1.8B · ZPVEmist-models
  • MIST 1.8B · α (polarizability)mist-models
  • MIST 1.8B · μ (dipole)mist-models
  • MIST 1.8B basemist-models
  • MIST 26.9M · boiling pointmist-models
  • MIST 26.9M · dnmist-models
  • MIST 26.9M · flash pointmist-models
  • MIST 26.9M · melting pointmist-models
  • MIST 26.9M · odourmist-models
  • MIST 27.0M · conductivitymist-models
  • MIST 27.1M · ETNmist-models
  • MIST 28M · BACEmist-models
  • MIST 28M · BBBPmist-models
  • MIST 28M · ClinToxmist-models
  • MIST 28M · ESOLmist-models
  • MIST 28M · FreeSolvmist-models
  • MIST 28M · HIVmist-models
  • MIST 28M · Lipomist-models
  • MIST 28M · MUVmist-models
  • MIST 28M · pKamist-models
  • MIST 28M · QM8mist-models
  • MIST 28M · SIDERmist-models
  • MIST 28M · solvent propertiesmist-models
  • MIST 28M · tmQMmist-models
  • MIST 28M · Tox21mist-models
  • MIST 28M · ToxCastmist-models
  • MIST 28M basemist-models
  • MIST mixturesmist-models
  • ML4Floodsisp-uv-es
  • MM/GBSAAmber consortium
  • MMPT-FMMerck
  • ModernGENA baseAIRI-Institute
  • ModernGENA largeAIRI-Institute
  • Molecular Property CalculatorCorollary Labs
  • MolFormerIBM Research
  • MolMIMNVIDIA BioNeMo
  • MosaicAMLab-UvA
  • NASA-SMD-IBMnasa-impact
  • NatureLM-audioEarthSpeciesProject
  • Nessorecursionpharma
  • NexaMass V3 StructAethronPhantom
  • NTv3 650MInstaDeepAI
  • Nucleotide Transformer 2.5BInstaDeepAI
  • Nucleotide Transformer v2InstaDeep / Wellcome Sanger
  • OC25facebook
  • OlmoEarth v1 Baseallenai
  • OlmoEarth v1 FT — AWF (Base)allenai
  • OlmoEarth v1 FT — Ecosystem Type Mapping (Base)allenai
  • OlmoEarth v1 FT — Forest Loss Driver (Base)allenai
  • OlmoEarth v1 FT — LFMC (Base)allenai
  • OlmoEarth v1 FT — Mangrove (Base)allenai
  • OlmoEarth v1 Largeallenai
  • OlmoEarth v1 Nanoallenai
  • OlmoEarth v1 Tinyallenai
  • OlmoEarth v1.1 Baseallenai
  • OlmoEarth v1.1 Nanoallenai
  • OlmoEarth v1.1 Tinyallenai
  • OlmoEarth v1.2 Baseallenai
  • OlmoEarth v1.2 Nanoallenai
  • OlmoEarth v1.2 Smallallenai
  • OlmoEarth v1.2 Tinyallenai
  • OMat24facebook
  • OMC25facebook
  • OmegaFoldHeliXon
  • OMol25facebook
  • OneGenome-RiceZhejiangLab
  • OpenDDEaurekaresearch
  • OpenFE / LomapOpen Free Energy consortium
  • OpenFoldAlQuraishi Lab / Columbia
  • OpenFold3OpenFold
  • OpenMed AnatomyDetectOpenMed
  • OpenMed BloodCancerDetectOpenMed
  • OpenMed ChemicalDetectOpenMed
  • OpenMed DiseaseDetectOpenMed
  • OpenMed DNADetectOpenMed
  • OpenMed GenomeDetectOpenMed
  • OpenMed GenomicDetectOpenMed
  • OpenMed OncologyDetectOpenMed
  • OpenMed OrganismDetectOpenMed
  • OpenMed PathologyDetectOpenMed
  • OpenMed PharmaDetectOpenMed
  • OpenMed ProteinDetectOpenMed
  • OpenMed SpeciesDetectOpenMed
  • OpenMMChodera Lab / Stanford
  • OpenPhenomrecursionpharma
  • OrbMolOrbital-Materials
  • p-IgGenopig
  • PaperQA2 (Crow)FutureHouse
  • ParagraphDeane Lab / Oxford
  • Path Foundationgoogle
  • PDB Structure FetchRCSB Protein Data Bank
  • PeptiVerseChatterjeeLab
  • PhenoSeqSentinal4D
  • ProGen2Salesforce Research
  • Promerabjing-mit
  • ProteinMPNNBaker Lab
  • Protenix-RNALiteFold
  • PXR Activation Modelopenadmet
  • QAMASBeard Lab / Randall et al.
  • Reaction prediction and fingerprintsSagawa & Kaneko · IBM RXN
  • REINVENT 4AstraZeneca
  • RetroChimeraMicrosoft Research AI for Science
  • RFDiffusionBaker Lab / Institute for Protein Design
  • Rhaistertahoebio
  • RoseTTAFold All-AtomBaker Lab / UW
  • RudolfV 2Aignostics
  • SamudrACE-E3SMv3allenai
  • SapiensAstraZeneca / Prihoda et al.
  • SaProtSu et al., Westlake University
  • SCENIC+ / pySCENICVIB-KU Leuven
  • scGPTUniversity of Toronto
  • SE-600Marcinstitute
  • SEALMahmoodLab
  • Sequence AnalyticsCorollary Labs
  • ShEPhERD-2Coley Research Group, MIT
  • Skala 1.0microsoft
  • Skala 1.1microsoft
  • SMINAKoes Lab
  • STACK Largearcinstitute
  • Stack-Large Alignedarcinstitute
  • StarCOPisp-uv-es
  • StormCast V1nvidia
  • SuperIXisp-uv-es
  • Surya 1.0nasa-ibm-ai4science
  • Surya Solar Flaresnasa-ibm-ai4science
  • Surya Solar Windnasa-ibm-ai4science
  • Tahoe-100M-SCVItahoebio
  • Tahoe-x1tahoebio
  • TEDDYMerck
  • TimesFM 2.5Google Research
  • TITANMahmoodLab
  • TxGemma 27B Chatgoogle
  • TxGemma 27B Predictgoogle
  • TxGemma 2Bgoogle
  • TxGemma 9B Chatgoogle
  • TxGemma 9B Predictgoogle
  • UMAfacebook
  • UNIMahmoodLab
  • UNI2-hMahmoodLab
  • WaLa DM1 1BADSKAILab
  • WaLa DM4 1BADSKAILab
  • WaLa DM6 1BADSKAILab
  • WaLa MVDream DM6ADSKAILab
  • WaLa MVDream RGB4ADSKAILab
  • WaLa PC 1BADSKAILab
  • WaLa RGB4 1BADSKAILab
  • WaLa SK 1BADSKAILab
  • WaLa SV 1BADSKAILab
  • WaLa UN 1BADSKAILab
  • WaLa VX16 1BADSKAILab
  • WALRUSpolymathic-ai
  • X-CellXaira-Therapeutics
  • Zatom-2Berkeley Lab, Cambridge and collaborators
  • Zero-To-CAD Qwen3-VL 2BADSKAILab
Every dataset, A–Z254
  • ABC-1MADSKAILab
  • active_matterpolymathic-ai
  • aimo-validation-aimeAI-MO
  • aimo-validation-amcAI-MO
  • aimo-validation-math-level-4AI-MO
  • aimo-validation-math-level-5AI-MO
  • AirfRANS_originalPLAID-datasets
  • AlphaFoldDBLiteFold
  • aops_rawAI-MO
  • aqcat25-datasetSandboxAQ
  • arxiv-abstracts-largeUniverseTBD
  • AstroLLaVA_convosUniverseTBD
  • ATBAllTheBacteria
  • AtompackLeMaterial
  • atomvison_atomistic_stm_images_2d_materials_unique_chemical_compositions_structure_v1-1foundry-ml
  • atomvison_simulated_atomistic_stem_images_2d_materials_unique_chemical_compositions_structure_bafoundry-ml
  • B3DBmaomlab
  • Bac-Corpus-dna-intergenic-sequences-high-diversityAllTheBacteria
  • Bac-Corpus-protein-sequences-high-diversityAllTheBacteria
  • BEANS-ZeroEarthSpeciesProject
  • BFDLiteFold
  • BioMysteryBench-fullAnthropic
  • BioMysteryBench-previewAnthropic
  • bioreason-pro-sft-reasoning-datawanglab
  • BixBenchfuturehouse
  • Botanic1-pretrainingliving-models
  • camelyon16-featuresowkin
  • carbon-pretraining-corpusHuggingFaceBio
  • CATHLiteFold
  • CCAluminary-shift
  • ChAFFmaomlab
  • ChemBenchjablonkagroup
  • chempile-captionjablonkagroup
  • chempile-codejablonkagroup
  • chempile-educationjablonkagroup
  • chempile-instructionjablonkagroup
  • chempile-liftjablonkagroup
  • chempile-mliftjablonkagroup
  • chempile-paperjablonkagroup
  • chempile-reasoningjablonkagroup
  • clinvar-vepHuggingFaceBio
  • CloudSEN12Plusisp-uv-es
  • codeparrot_megatronADSKAILab
  • CombiBenchAI-MO
  • constellarationproxima-fusion
  • core-sdonasa-ibm-ai4science
  • crosslab-nmcGenData-Research
  • CryptoCENmaomlab
  • CT_DeepLesion-MedSAM2wanglab
  • CycPepMPDBLiteFold
  • dataset_concrete_compressive_strengthfoundry-ml
  • dataset_debyet_aflowfoundry-ml
  • dataset_exfoliationefoundry-ml
  • dataset_li_conductivityfoundry-ml
  • dataset_metallicglass_dmaxfoundry-ml
  • dataset_metallicglass_rcfoundry-ml
  • dataset_metallicglass_rc_llmfoundry-ml
  • dataset_mg_alloyfoundry-ml
  • dataset_perovskite_asrfoundry-ml
  • dataset_perovskite_conductivityfoundry-ml
  • dataset_perovskite_formationefoundry-ml
  • dataset_perovskite_habsfoundry-ml
  • dataset_perovskite_stability_updatedfoundry-ml
  • dataset_perovskite_tecfoundry-ml
  • dataset_rpv_ttsfoundry-ml
  • dataset_thermalcond_aflowfoundry-ml
  • dataset_thermalexp_aflowfoundry-ml
  • dielectric_constant_v1-1foundry-ml
  • diffusion_v1-4foundry-ml
  • DIPSDror Lab, Stanford
  • direct_electron_detectorceleritas_xs_simulated_readout_images_electron_counting_model_v1-1foundry-ml
  • DisProtLiteFold
  • double_perovskite_bandgap_v1-1foundry-ml
  • drivaermlneashton
  • drug-target-activityeve-bio
  • DynaCLR-databiohub
  • elastic_tensor_v1-1foundry-ml
  • electromigration_v1-1foundry-ml
  • elwood_md_v1-2foundry-ml
  • EmeraldBaytahoebio
  • EO-via-NLPnasa-impact
  • equational-theories-benchmarkSAIRfoundation
  • equational-theories-selected-problemsSAIRfoundation
  • ESMAtlasLiteFold
  • ESMC-SAE-Featuresbiohub
  • ether0-benchmarkfuturehouse
  • EvolutionaryLiteFold
  • excess-propertiesmist-models
  • finemed-frdoctolib-lab
  • finemed-rephrased-frdoctolib-lab
  • FireProtDBLiteFold
  • FLIP2LiteFold
  • foundry_aflow_band_gaps_v1-1foundry-ml
  • foundry_g4mp2_solvation_v1-2foundry-ml
  • foundry_mp_band_gaps_v1-1foundry-ml
  • foundry_oqmd_band_gaps_v1-1foundry-ml
  • foundry_osdb_v1-1foundry-ml
  • foundry_qmc_ml_v1-1foundry-ml
  • foundry_stan_segmentation_v1-1foundry-ml
  • frontierscienceopenai
  • GDPa1ginkgo-datapoints
  • GDPx1ginkgo-datapoints
  • GDPx2ginkgo-datapoints
  • GDPx3ginkgo-datapoints
  • GDPx4ginkgo-datapoints
  • genomic-niahHuggingFaceBio
  • GeometryLeanBenchAI-MO
  • GOLiteFold
  • GOALiteFold
  • healthbenchopenai
  • healthbench-professionalopenai
  • her2-challenge-2026owkin
  • hestMahmoodLab
  • hest-benchMahmoodLab
  • heusler_magnetization_v1-1foundry-ml
  • HumanProteinAtlasLiteFold
  • IEDBLiteFold
  • img_virus_plasmidwanglab
  • InterProLiteFold
  • keggwanglab
  • Kimina-Prover-PromptsetAI-MO
  • lab-benchfuturehouse
  • LeMat-BulkLeMaterial
  • LeMat-Bulk-DFT-HullLeMaterial
  • LeMat-Bulk-DFT-Hull-AllLeMaterial
  • LeMat-Bulk-MLIP-Formation-EnergiesLeMaterial
  • LeMat-Bulk-MLIP-HullLeMaterial
  • LeMat-BulkUniqueLeMaterial
  • LeMat-GenBench-embeddingsLeMaterial
  • LeMat-RhoLeMaterial
  • LeMat-SynthLeMaterial
  • LeMat-Synth-PapersLeMaterial
  • LeMat-TrajLeMaterial
  • LeMat-Traj-subsetLeMaterial
  • LLM-narrative-planning-tasksetADSKAILab
  • MaCBenchjablonkagroup
  • mask_rcnn_defect_detection_v1-1foundry-ml
  • MedDialogOpenMed
  • medical-o1-reasoning-SFTFreedomIntelligence
  • medical-o1-verifiable-problemFreedomIntelligence
  • Medical-Reasoning-SFT-MegaOpenMed
  • MedSynthAhmad0067
  • MegaScale-Tsuboyama2023LiteFold
  • MetaMathQAmeta-math
  • MgnifyLiteFold
  • MHD_64polymathic-ai
  • minif2f_testAI-MO
  • miriad-4.4Mmiriad
  • miriad-5.8Mmiriad
  • MISATOHelmholtz Munich
  • MofasaDBOrbital-Materials
  • Molecule3Dmaomlab
  • MOSESInsilico Medicine
  • msr-acc-tae25microsoft
  • multi_species_genomesInstaDeepAI
  • NCBILiteFold
  • nct-crc-heowkin
  • NTv3_benchmark_datasetInstaDeepAI
  • nucleotide_transformer_downstream_tasksInstaDeepAI
  • NuminaMath-1.5AI-MO
  • NuminaMath-CoTAI-MO
  • NuminaMath-LEANAI-MO
  • NuminaMath-TIRAI-MO
  • OASopig
  • Octant_CYP_inhibition_reactivity_blog_releaseopenadmet
  • OGtattabio
  • olmoearth-paper-embeddingsallenai
  • olympiadsAI-MO
  • olympiads-refAI-MO
  • olympiads-ref-baseAI-MO
  • OMGtattabio
  • openadmet-expansionrx-challenge-dataopenadmet
  • openadmet-expansionrx-challenge-train-dataopenadmet
  • opengenome2arcinstitute
  • OpenProteinSetLiteFold
  • opensr-testisp-uv-es
  • OpenTMEAignostics
  • PapyrusLeiden Academic Centre for Drug Research
  • parse-de-rhaistertahoebio
  • Patho-BenchMahmoodLab
  • PATHOS-PLM-EMBEDDINGSDSIMB
  • PDBLiteFold
  • PDB-CCDLiteFold
  • perovskite_opbandcenter_v1-1foundry-ml
  • perovskite_stability_v1-1foundry-ml
  • Perturb-Sapiensarcinstitute
  • perturbation-benchHuggingFaceBio
  • peS2oallenai
  • PfamLiteFold
  • piezoelectric_tensor_v1-1foundry-ml
  • planetswepolymathic-ai
  • plant-genomic-benchmarkInstaDeepAI
  • plism-dataset-tilesowkin
  • popsiclebiohub
  • principia-benchfacebook
  • principia-collectionfacebook
  • ProteinGLUEIBIVU, VU Amsterdam
  • ProteinGymLiteFold
  • ProteinNetAlQuraishi Lab
  • protenix-dataLiteFold
  • Pumpluminary-shift
  • rayleigh_benardpolymathic-ai
  • replogle-nadig-de-rhaistertahoebio
  • Replogle-Nadig-Preprintarcinstitute
  • rtm_emulationisp-uv-es
  • rxrx3recursionpharma
  • rxrx3-corerecursionpharma
  • SAIRSandboxAQ
  • SARLO-80ONERA
  • SE-167M-Humanarcinstitute
  • semiconductor_defectlevels_v1-1foundry-ml
  • SHIFT-Crashluminary-shift
  • SidechainNetKoes Lab, University of Pittsburgh
  • SKEMPI2LiteFold
  • spiqagoogle
  • SPIREAllTheBacteria
  • Stack-CellxGene45Marcinstitute
  • State-Tahoe-Filteredarcinstitute
  • steel_strength_v1-1foundry-ml
  • STRINGLiteFold
  • Submarineluminary-shift
  • superconductivity_v1-1foundry-ml
  • supernova_explosion_64polymathic-ai
  • surya-bench-flare-forecastingnasa-ibm-ai4science
  • SUVluminary-shift
  • SwissSidechainLiteFold
  • synthvision-annotated-kimiOpenMed
  • synthvision-annotated-qwenOpenMed
  • synthvision-seedsOpenMed
  • Tahoe-100Mtahoebio
  • tahoe-de-rhaistertahoebio
  • Tahoe-x1-embeddingstahoebio
  • TCGA_virtual_spatial_transcriptomics_atlasratschlab
  • TCGA-UniformTumor-8KMahmoodLab
  • TDCmaomlab
  • ThousandWorldsAstroAutomata
  • training_locating_atoms_stem_images_v1-2foundry-ml
  • traitgymHuggingFaceBio
  • TreeOfLife-200Mimageomics
  • true-cds-protein-tasksInstaDeepAI
  • UNI2-h-featuresMahmoodLab
  • UniProtKBLiteFold
  • UniRef50LiteFold
  • UniRef90LiteFold
  • viperMahmoodLab
  • WINGluminary-shift
  • winnow-ms-datasetsInstaDeepAI
  • wolverton_oxides_v1-1foundry-ml
  • WorldFloodsv2isp-uv-es
  • WxC-Benchnasa-impact
  • X-Atlas-OrionXaira-Therapeutics
  • X-Atlas-PiscesXaira-Therapeutics
  • Zero-To-CAD-100kADSKAILab
  • Zero-To-CAD-1mADSKAILab

Things that work

Filtering

24 entries in Biotechnology

Showing 24 of 24

Ready to run

3
ReadyModel

ProGen2

Salesforce Research

Autoregressive protein generation up to 6.4B parameters, with an antibody variant.

sequence generation
ReadyModel

ProteinMPNN

Baker Lab

Inverse folding: given a backbone, design sequences that actually fold onto it.

inverse folding
ReadyModel

RFDiffusion

Baker Lab / Institute for Protein Design

De novo backbone generation by denoising diffusion — the binder-design workhorse.

backbone generation

Everything else indexed

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AbLang2Oxford Protein Informatics GroupAntibody-specific language model trained on the Observed Antibody Space.sequence embeddingOn demand
ANARCIOxford Protein Informatics GroupAntibody numbering and region annotation — Chothia, IMGT, Kabat.annotationOn demand
AntiFoldHummer et al., DTUInverse folding specialised for antibody backbones and CDR loops.inverse foldingOn demand
ESM-IF1Meta FAIRLanguage-model-informed inverse folding — an alternative view to ProteinMPNN.inverse foldingOn demand
ImmuneBuilderOxford Protein Informatics GroupSub-second structure prediction for antibodies, nanobodies and TCRs.structure predictionOn demand
MAMMAL solubilityIBM ResearchBinary protein-solubility classification from amino-acid sequence.protein solubilityOn demand
SapiensAstraZeneca / Prihoda et al.Germline-guided antibody humanization, validated on clinical-stage molecules.humanizationOn demand
SaProtSu et al., Westlake UniversityStructure-aware protein LM using combined sequence + structure tokens.sequence embeddingOn demand
GDPa1ginkgo-datapointsAntibody developability dataset with biophysical assay data for 242 antibodies across 9 assays.Antibody DevelopabilityExplore
GDPx1ginkgo-datapointsDRUG-seq functional genomics dataset with chemical perturbation experiments in A549 cells.Functional GenomicsExplore
GDPx2ginkgo-datapointsDRUG-seq transcriptomic profiling across 4 primary human cell types with 85 compounds.Functional GenomicsExplore
GDPx3ginkgo-datapointsHigh-content Cell Painting imaging dataset for AI/ML model training in drug discovery.Cell ImagingExplore
GDPx4ginkgo-datapointsDRUG-seq transcriptomic profiling in engineered HEK293 cells with inducible gene overexpression, enabling systematic study of gene-drug interactions.Functional GenomicsExplore
img_virus_plasmidwanglabCombined IMG/VR (uncultivated virus genomes) and IMG/PR (plasmids from genomes and metagenomes) catalog with rich functional, taxonomic, and ecological metadata.Microbial GenomicsExplore
BindCraftOvchinnikov Lab / Baker LabAF2-guided hallucination that co-folds target and binder — ~10 screens to a hit.binder designBrowse
DPLM-2Nanjing University / ByteDanceDiffusion protein language model generating sequence and structure jointly.sequence generationBrowse
EVOLVEproHarvard / Broad InstituteFew-shot active learning for directed evolution — 24 mutants per round.directed evolutionBrowse
IgFoldRuffolo et al., Johns HopkinsAntibody structure prediction ~1000× faster than AlphaFold2.structure predictionBrowse
LigandMPNNBaker Lab / UW IPDInverse folding that sees the ligand: sequence design conditioned on the atoms around the protein.inverse foldingBrowse
ParagraphDeane Lab / OxfordParatope and epitope prediction for humanization and immunogenicity work.epitope predictionBrowse
RudolfV 2AignosticsAignostics recently announced RudolfV 2, the best-performing openly available pathology foundation model to date. The model is built on a ViT-g architecture with approximately 1.1 billion parameters, and includes a dedicated post-training stage that to our knowledge is a first for pathology foundation models. We further distilled RudolfV 2 into two lightweight versions, RudolfV 2-B (ViT-B, 86M parPathology Foundation ModelBrowse