{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-10T18:24:49.821Z","namespace":"ibm-research","displayName":"private-import bulk importer (305 master owners, approved 2026-10-01)","claimed":true,"applicationStatus":null,"stats":{"artifacts":5,"publicArtifacts":5,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":65,"totalFiles":65,"downloads":2046068,"stars":105,"updatedAt":"2026-09-21T07:02:56.201Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":10,"mirroredBytes":13499273475,"readinessCheckedAt":"2026-10-10T17:18:58.791Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":10,"mirroredBytes":13499273475,"readinessCheckedAt":"2026-10-10T17:18:58.791Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ibm-research-powermoe-3b","owner":"ibm-research","name":"PowerMoE-3b","repo":"ibm-research/PowerMoE-3b","type":"llm","summary":"Model from Hugging Face for text generation: ibm-research/PowerMoE-3b · transformers","publisher":"ibm-research","sourceUrl":"https://huggingface.co/ibm-research/PowerMoE-3b","license":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":94,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","granitemoe","text-generation","arxiv:2408.13359","license:apache-2.0","model-index","region:us","llm","ibm/powermoe-3b"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2408.13359"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/ibm-research/PowerMoE-3b","evalResults":[{"task":"text-generation","score":"58.1","metric":"accuracy-norm","verified":false,"benchmark":"ARC"},{"task":"text-generation","score":"65","metric":"accuracy","verified":false,"benchmark":"BoolQ"},{"task":"text-generation","score":"71.5","metric":"accuracy-norm","verified":false,"benchmark":"Hellaswag"},{"task":"text-generation","score":"41","metric":"accuracy-norm","verified":false,"benchmark":"OpenBookQA"},{"task":"text-generation","score":"79.1","metric":"accuracy-norm","verified":false,"benchmark":"PIQA"},{"task":"text-generation","score":"65","metric":"accuracy-norm","verified":false,"benchmark":"Winogrande"},{"task":"text-generation","score":"42.8","metric":"accuracy","verified":false,"benchmark":"MMLU (5 shot)"},{"task":"text-generation","score":"25.9","metric":"accuracy","verified":false,"benchmark":"GSM8k (5 shot)"},{"task":"text-generation","score":"14.8","metric":"accuracy","verified":false,"benchmark":"math (4 shot)"},{"task":"text-generation","score":"20.1","metric":"pass@1","verified":false,"benchmark":"humaneval"},{"task":"text-generation","score":"32.4","metric":"pass@1","verified":false,"benchmark":"MBPP"}],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["inference","library_name","license","model-index","pipeline_tag"],"semanticText":"text-generation transformers llm model ibm/powermoe-3b safetensors","semanticTerms":["text-generation","transformers","llm","model","ibm/powermoe-3b","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3849},{"lfs":false,"path":"config.json","sizeBytes":928},{"lfs":false,"path":"generation_config.json","sizeBytes":137},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4759191760},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4834947880},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":3903040856},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":25582},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":906},{"lfs":false,"path":"tokenizer.json","sizeBytes":2057451},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":4126}],"modelIndexNames":["ibm/PowerMoE-3b"]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":13499274994,"sizeKnown":true,"sizeLabel":"12.6 GB","sizeReason":"","declaredSizeBytes":13499274994,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1594871,"stars":22,"citations":0,"updatedAt":"2026-08-28T02:13:04.584Z","createdAt":"2026-06-29T22:19:54.936Z","version":"hf-main","upstream":{"gated":false,"repoId":"ibm-research/PowerMoE-3b","private":false,"repoUrl":"https://huggingface.co/ibm-research/PowerMoE-3b","disabled":false,"provider":"huggingface","repoType":"model","revision":"13fcb5a98001438bed01cf1ac4b423751dc4c2ea","fetchedAt":"2026-08-28T01:56:12.660Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T02:13:04.584Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":10,"mirroredBytes":13499273475,"mirroredFiles":10,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":11,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":11,"publicDownloadableFileCount":10,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":13499274994,"label":"12.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1594871,"upstreamStars":22,"label":"1.6M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ibm-research/PowerMoE-3b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: ibm-research/PowerMoE-3b","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":11,"totalFiles":11},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-ibm-research-powermoe-3b/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}]},"topTypes":[{"type":"llm","count":3},{"type":"embedding","count":2}],"topLicenses":[{"license":"apache-2.0","count":5}],"sourceCounts":[{"source":"huggingface","count":5}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/ibm-research","api":"https://huggingbay.xyz/api/publishers/ibm-research","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=ibm-research&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":10,"mirroredBytes":13499273475,"readinessCheckedAt":"2026-10-10T17:18:58.791Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":10,"mirroredBytes":13499273475,"readinessCheckedAt":"2026-10-10T17:18:58.791Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ibm-research-powermoe-3b","owner":"ibm-research","name":"PowerMoE-3b","repo":"ibm-research/PowerMoE-3b","type":"llm","summary":"Model from Hugging Face for text generation: ibm-research/PowerMoE-3b · transformers","publisher":"ibm-research","sourceUrl":"https://huggingface.co/ibm-research/PowerMoE-3b","license":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":94,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","granitemoe","text-generation","arxiv:2408.13359","license:apache-2.0","model-index","region:us","llm","ibm/powermoe-3b"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2408.13359"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/ibm-research/PowerMoE-3b","evalResults":[{"task":"text-generation","score":"58.1","metric":"accuracy-norm","verified":false,"benchmark":"ARC"},{"task":"text-generation","score":"65","metric":"accuracy","verified":false,"benchmark":"BoolQ"},{"task":"text-generation","score":"71.5","metric":"accuracy-norm","verified":false,"benchmark":"Hellaswag"},{"task":"text-generation","score":"41","metric":"accuracy-norm","verified":false,"benchmark":"OpenBookQA"},{"task":"text-generation","score":"79.1","metric":"accuracy-norm","verified":false,"benchmark":"PIQA"},{"task":"text-generation","score":"65","metric":"accuracy-norm","verified":false,"benchmark":"Winogrande"},{"task":"text-generation","score":"42.8","metric":"accuracy","verified":false,"benchmark":"MMLU (5 shot)"},{"task":"text-generation","score":"25.9","metric":"accuracy","verified":false,"benchmark":"GSM8k (5 shot)"},{"task":"text-generation","score":"14.8","metric":"accuracy","verified":false,"benchmark":"math (4 shot)"},{"task":"text-generation","score":"20.1","metric":"pass@1","verified":false,"benchmark":"humaneval"},{"task":"text-generation","score":"32.4","metric":"pass@1","verified":false,"benchmark":"MBPP"}],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["inference","library_name","license","model-index","pipeline_tag"],"semanticText":"text-generation transformers llm model ibm/powermoe-3b safetensors","semanticTerms":["text-generation","transformers","llm","model","ibm/powermoe-3b","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3849},{"lfs":false,"path":"config.json","sizeBytes":928},{"lfs":false,"path":"generation_config.json","sizeBytes":137},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4759191760},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4834947880},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":3903040856},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":25582},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":906},{"lfs":false,"path":"tokenizer.json","sizeBytes":2057451},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":4126}],"modelIndexNames":["ibm/PowerMoE-3b"]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":13499274994,"sizeKnown":true,"sizeLabel":"12.6 GB","sizeReason":"","declaredSizeBytes":13499274994,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1594871,"stars":22,"citations":0,"updatedAt":"2026-08-28T02:13:04.584Z","createdAt":"2026-06-29T22:19:54.936Z","version":"hf-main","upstream":{"gated":false,"repoId":"ibm-research/PowerMoE-3b","private":false,"repoUrl":"https://huggingface.co/ibm-research/PowerMoE-3b","disabled":false,"provider":"huggingface","repoType":"model","revision":"13fcb5a98001438bed01cf1ac4b423751dc4c2ea","fetchedAt":"2026-08-28T01:56:12.660Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T02:13:04.584Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":10,"mirroredBytes":13499273475,"mirroredFiles":10,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":11,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":11,"publicDownloadableFileCount":10,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":13499274994,"label":"12.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1594871,"upstreamStars":22,"label":"1.6M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ibm-research/PowerMoE-3b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: ibm-research/PowerMoE-3b","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":11,"totalFiles":11},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-ibm-research-powermoe-3b/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}]},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":187353034,"readinessCheckedAt":"2026-10-10T18:12:46.482Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":187353034,"readinessCheckedAt":"2026-10-10T18:12:46.482Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ibm-research-molformer-xl-both-10pct","owner":"ibm-research","name":"MoLFormer-XL-both-10pct","repo":"ibm-research/MoLFormer-XL-both-10pct","type":"embedding","summary":"Model from Hugging Face: ibm-research/MoLFormer-XL-both-10pct","publisher":"ibm-research","sourceUrl":"https://huggingface.co/ibm-research/MoLFormer-XL-both-10pct","license":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","safetensors","molformer","fill-mask","chemistry","feature-extraction","custom_code","arxiv:2106.09553","license:apache-2.0","region:us"],"task":"feature-extraction","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","safetensors","jpeg","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":243556,"stars":35,"citations":0,"updatedAt":"2026-07-31T02:28:25.179Z","createdAt":"2026-06-29T22:21:46.745Z","version":"hf-main","upstream":{"gated":false,"repoId":"ibm-research/MoLFormer-XL-both-10pct","private":false,"repoUrl":"https://huggingface.co/ibm-research/MoLFormer-XL-both-10pct","disabled":false,"provider":"huggingface","repoType":"model","revision":"7b12d946c181a37f6012b9dc3b002275de070314","fetchedAt":"2026-06-30T01:52:36.438Z","importMode":"external-catalog","licenseRaw":"apache-2.0","stagedRevisionPin":{"source":"hf-api-revision-endpoint","license":"apache-2.0","listing":[{"path":".gitattributes","sha256":"","sizeBytes":1519,"externalOid":"a6344aac8c09253b3b630fb776ae94478aa0275b"},{"path":"README.md","sha256":"","sizeBytes":6279,"externalOid":"274e4069755c7eed9c3cda0a8fcfd6aa9415c416"},{"path":"config.json","sha256":"","sizeBytes":1015,"externalOid":"f24331e0bb3a00ca7557226d3dddc61c78b691f8"},{"path":"configuration_molformer.py","sha256":"","sizeBytes":7101,"externalOid":"9a0824bbc564297a7a8320626790eae2ca8c1ac8"},{"path":"convert_molformer_original_checkpoint_to_pytorch.py","sha256":"","sizeBytes":3545,"externalOid":"30159e4eaab336ab8bce3e17bb3caaddd590d846"},{"path":"model.safetensors","sha256":"0795977fe7192c4acdaf052f0e8464af57bc4bb59211271c5e61aaba2637b9c6","sizeBytes":187248784,"externalOid":"31d6c4969840661076701b2c805efaea1492a68e"},{"path":"modeling_molformer.py","sha256":"","sizeBytes":36884,"externalOid":"fe26e4af404657b8bb2951d13797f71ad9284501"},{"path":"pipeline.jpeg","sha256":"","sizeBytes":241085,"externalOid":"e97233825700c8baea008c2ad8969c86b4626de0"},{"path":"tokenizer.json","sha256":"","sizeBytes":54010,"externalOid":"48105a2ff71e781579b2034852086db3e8b01906"},{"path":"tokenizer_config.json","sha256":"","sizeBytes":1132,"externalOid":"25ab240b78421aeafa22005d8a50ba8fd86bc3a4"}],"revision":"361063d0ad524ef77cf39b08469f6be770dc550f","stagedAt":"2026-10-02T00:59:50.436Z","fromRevision":"7b12d946c181a37f6012b9dc3b002275de070314","listingDigest":"sha256:781c13c56df1d806abec9e611bbe88a929ac591d5316c3f985c99b48d099775b"}},"hosting":{"status":"hosted","mirroredAt":"2026-07-31T02:28:25.179Z","mirroredBy":"mirror-batch-worker","mirroredBytes":187353034,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"hostedFiles":7,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":15,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":15,"publicDownloadableFileCount":7,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":243556,"upstreamStars":35,"label":"244K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ibm-research/MoLFormer-XL-both-10pct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: ibm-research/MoLFormer-XL-both-10pct","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":15,"totalFiles":15},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-ibm-research-molformer-xl-both-10pct/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":0,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"configuration_molformer.py","sizeBytes":0,"format":"py","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"convert_molformer_original_checkpoint_to_pytorch.py","sizeBytes":0,"format":"py","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}]},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":9,"mirroredBytes":14050261190,"readinessCheckedAt":"2026-10-10T15:37:32.986Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":9,"mirroredBytes":14050261190,"readinessCheckedAt":"2026-10-10T15:37:32.986Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ibm-research-powerlm-3b","owner":"ibm-research","name":"PowerLM-3b","repo":"ibm-research/PowerLM-3b","type":"llm","summary":"Model from Hugging Face for text generation: ibm-research/PowerLM-3b · transformers","publisher":"ibm-research","sourceUrl":"https://huggingface.co/ibm-research/PowerLM-3b","license":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":94,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","granite","text-generation","arxiv:2408.13359","license:apache-2.0","model-index","region:us","llm","ibm/powerlm-3b"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2408.13359"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/ibm-research/PowerLM-3b","evalResults":[{"task":"text-generation","score":"60.5","metric":"accuracy-norm","verified":false,"benchmark":"ARC"},{"task":"text-generation","score":"72","metric":"accuracy","verified":false,"benchmark":"BoolQ"},{"task":"text-generation","score":"74.6","metric":"accuracy-norm","verified":false,"benchmark":"Hellaswag"},{"task":"text-generation","score":"43.6","metric":"accuracy-norm","verified":false,"benchmark":"OpenBookQA"},{"task":"text-generation","score":"79.9","metric":"accuracy-norm","verified":false,"benchmark":"PIQA"},{"task":"text-generation","score":"70","metric":"accuracy-norm","verified":false,"benchmark":"Winogrande"},{"task":"text-generation","score":"49.2","metric":"accuracy","verified":false,"benchmark":"MMLU (5 shot)"},{"task":"text-generation","score":"34.9","metric":"accuracy","verified":false,"benchmark":"GSM8k (5 shot)"},{"task":"text-generation","score":"15.2","metric":"accuracy","verified":false,"benchmark":"math (4 shot)"},{"task":"text-generation","score":"26.8","metric":"pass@1","verified":false,"benchmark":"humaneval"},{"task":"text-generation","score":"33.6","metric":"pass@1","verified":false,"benchmark":"MBPP"}],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["inference","library_name","license","model-index","pipeline_tag"],"semanticText":"text-generation transformers llm model ibm/powerlm-3b safetensors","semanticTerms":["text-generation","transformers","llm","model","ibm/powerlm-3b","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3769},{"lfs":false,"path":"config.json","sizeBytes":755},{"lfs":false,"path":"generation_config.json","sizeBytes":137},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4871435336},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4928244680},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":4248460392},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":52005},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":1020},{"lfs":false,"path":"tokenizer.json","sizeBytes":2057451},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":4126}],"modelIndexNames":["ibm/PowerLM-3b"]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":14050261190,"sizeKnown":true,"sizeLabel":"13.1 GB","sizeReason":"","declaredSizeBytes":14050261190,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":187637,"stars":21,"citations":0,"updatedAt":"2026-09-21T07:02:56.201Z","createdAt":"2026-06-29T22:22:07.215Z","version":"hf-main","upstream":{"gated":false,"repoId":"ibm-research/PowerLM-3b","private":false,"repoUrl":"https://huggingface.co/ibm-research/PowerLM-3b","disabled":false,"provider":"huggingface","repoType":"model","revision":"38a624db4c8c9dd15d8bfb51845b7b177348e104","fetchedAt":"2026-09-21T06:40:30.448Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T07:02:56.201Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":9,"mirroredBytes":14050261190,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":11,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":11,"publicDownloadableFileCount":9,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":14050261190,"label":"13.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":187637,"upstreamStars":21,"label":"188K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ibm-research/PowerLM-3b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: ibm-research/PowerLM-3b","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":11,"totalFiles":11},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-ibm-research-powerlm-3b/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":3769,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}]},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":1432884550,"readinessCheckedAt":"2026-10-10T04:14:22.932Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":1432884550,"readinessCheckedAt":"2026-10-10T04:14:22.932Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ibm-research-materials-selfies-ted","owner":"ibm-research","name":"materials.selfies-ted","repo":"ibm-research/materials.selfies-ted","type":"embedding","summary":"Model from Hugging Face for feature extraction: ibm-research/materials.selfies-ted · transformers","publisher":"ibm-research","sourceUrl":"https://huggingface.co/ibm-research/materials.selfies-ted","license":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","safetensors","bart","text2text-generation","chemistry","feature-extraction","arxiv:2410.12348","doi:10.57967/hf/6690","license:apache-2.0","endpoints_compatible","region:us","embedding"],"task":"feature-extraction","modality":"text","framework":"transformers","formats":["ds_store","gitattributes","gitignore","xml","iml","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2410.12348"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/ibm-research/materials.selfies-ted","evalResults":[],"libraryName":"transformers","pipelineTag":"feature-extraction","cardDataKeys":["library_name","license","pipeline_tag","tags"],"semanticText":"feature-extraction transformers embedding model safetensors","semanticTerms":["feature-extraction","transformers","embedding","model","safetensors"],"siblingSample":[{"lfs":false,"path":".DS_Store","sizeBytes":6148},{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":".idea/.gitignore","sizeBytes":47},{"lfs":false,"path":".idea/inspectionProfiles/Project_Default.xml","sizeBytes":1696},{"lfs":false,"path":".idea/inspectionProfiles/profiles_settings.xml","sizeBytes":174},{"lfs":false,"path":".idea/materials.selfies-ted.iml","sizeBytes":284},{"lfs":false,"path":".idea/misc.xml","sizeBytes":185},{"lfs":false,"path":".idea/modules.xml","sizeBytes":294},{"lfs":false,"path":".idea/vcs.xml","sizeBytes":167},{"lfs":false,"path":"README.md","sizeBytes":1579},{"lfs":false,"path":"config.json","sizeBytes":1081},{"lfs":false,"path":"generation_config.json","sizeBytes":191},{"lfs":true,"path":"model.safetensors","sizeBytes":1432296712},{"lfs":true,"path":"optimizer.pt","sizeBytes":2864747995},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":1432410893},{"lfs":true,"path":"scheduler.pt","sizeBytes":627},{"lfs":false,"path":"selfies-ted.png","sizeBytes":47631},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":547985},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":534},{"lfs":false,"path":"trainer_state.json","sizeBytes":36343},{"lfs":true,"path":"training_args.bin","sizeBytes":3899}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":5730106109,"sizeKnown":true,"sizeLabel":"5.3 GB","sizeReason":"","declaredSizeBytes":5730106109,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":14512,"stars":11,"citations":0,"updatedAt":"2026-08-27T23:09:59.867Z","createdAt":"2026-06-29T22:25:32.203Z","version":"hf-main","upstream":{"gated":false,"repoId":"ibm-research/materials.selfies-ted","private":false,"repoUrl":"https://huggingface.co/ibm-research/materials.selfies-ted","disabled":false,"provider":"huggingface","repoType":"model","revision":"55e83392264cb998f7aa5014847df29868aefeb8","fetchedAt":"2026-08-27T20:52:09.735Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-27T23:09:59.867Z","mirroredBy":"mirror-batch-worker","totalFiles":22,"hostedFiles":8,"mirroredBytes":1432884550,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":21,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":21,"publicDownloadableFileCount":8,"externalFileCount":21,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":5730106109,"label":"5.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":14512,"upstreamStars":11,"label":"15K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ibm-research/materials.selfies-ted"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: ibm-research/materials.selfies-ted","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":21,"totalFiles":21},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-ibm-research-materials-selfies-ted/mirrors"}},"sampleFiles":[{"path":".DS_Store","sizeBytes":6148,"format":"ds_store","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":".idea/.gitignore","sizeBytes":47,"format":"gitignore","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":".idea/inspectionProfiles/Project_Default.xml","sizeBytes":1696,"format":"xml","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":".idea/inspectionProfiles/profiles_settings.xml","sizeBytes":174,"format":"xml","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}]},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":6,"mirroredBytes":438203078,"readinessCheckedAt":"2026-10-10T17:13:30.987Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":6,"mirroredBytes":438203078,"readinessCheckedAt":"2026-10-10T17:13:30.987Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ibm-research-re2g-reranker-nq","owner":"ibm-research","name":"re2g-reranker-nq","repo":"ibm-research/re2g-reranker-nq","type":"llm","summary":"Model from Hugging Face: ibm-research/re2g-reranker-nq","publisher":"ibm-research","sourceUrl":"https://huggingface.co/ibm-research/re2g-reranker-nq","license":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","safetensors","bert","text-classification","information retrieval","reranking","license:apache-2.0","endpoints_compatible","region:us"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":5492,"stars":16,"citations":0,"updatedAt":"2026-07-31T02:18:29.168Z","createdAt":"2026-06-30T01:42:19.013Z","version":"hf-main","upstream":{"gated":false,"repoId":"ibm-research/re2g-reranker-nq","private":false,"repoUrl":"https://huggingface.co/ibm-research/re2g-reranker-nq","disabled":false,"provider":"huggingface","repoType":"model","revision":"f421419390398a19af0e9b398e58a2bdee175d09","fetchedAt":"2026-06-30T02:04:38.103Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-07-31T02:18:29.168Z","mirroredBy":"mirror-batch-worker","mirroredBytes":438203078,"mirroredFiles":6,"storageProvider":"gcs","hosted":true,"hostedFiles":6,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":7,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":7,"publicDownloadableFileCount":6,"externalFileCount":7,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":5492,"upstreamStars":16,"label":"5.5K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ibm-research/re2g-reranker-nq"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: ibm-research/re2g-reranker-nq","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":7,"totalFiles":7},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-ibm-research-re2g-reranker-nq/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":0,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"pytorch_model.bin","sizeBytes":0,"format":"bin","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}]}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs."}}