{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T02:02:57.681Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mist-models-mist-28m-kw4ks27p-tox21","repo":"mist-models/mist-28M-kw4ks27p-tox21","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":108625096,"readinessCheckedAt":"2026-11-02T01:32:58.292Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":108625096,"readinessCheckedAt":"2026-11-02T01:32:58.292Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mist-models-mist-28m-kw4ks27p-tox21","owner":"mist-models","name":"mist-28M-kw4ks27p-tox21","repo":"mist-models/mist-28M-kw4ks27p-tox21","type":"embedding","summary":"Model from Hugging Face for feature extraction: mist-models/mist-28M-kw4ks27p-tox21 · transformers","cardDescription":"Extracts features from data for comparison and analysis.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for finding useful details in data.","confidence":"medium","task":"feature-extraction","audience":null,"basis":"recorded-metadata","rules":["task:feature-extraction"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"feature-extraction"},{"field":"cardMetadata.pipelineTag","value":"feature-extraction"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":108662537,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mist-models","sourceUrl":"https://huggingface.co/mist-models/mist-28M-kw4ks27p-tox21","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","mist_finetuned","feature-extraction","mist","chemistry","molecular-property-prediction","custom_code","en","arxiv:2510.18900","license:apache-2.0","region:us","embedding"],"task":"feature-extraction","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","py","ipynb","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2510.18900"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/mist-models/mist-28M-kw4ks27p-tox21","evalResults":[],"libraryName":"transformers","pipelineTag":"feature-extraction","cardDataKeys":["language","library_name","license","tags"],"semanticText":"feature-extraction transformers embedding model en safetensors","semanticTerms":["feature-extraction","transformers","embedding","model","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":6848},{"lfs":false,"path":"config.json","sizeBytes":3486},{"lfs":true,"path":"model.safetensors","sizeBytes":108613944},{"lfs":false,"path":"modeling_mist_finetuned.py","sizeBytes":28064},{"lfs":false,"path":"notebook.ipynb","sizeBytes":927},{"lfs":false,"path":"requirements.txt","sizeBytes":83},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":971},{"lfs":false,"path":"tokenizer.json","sizeBytes":5014},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1681}],"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":108662537,"sizeKnown":true,"sizeLabel":"103.6 MB","sizeReason":"","declaredSizeBytes":108662537,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":293,"stars":0,"citations":0,"updatedAt":"2026-09-27T09:05:51.828Z","createdAt":"2026-06-30T02:26:13.997Z","version":"hf-main","upstream":{"gated":false,"repoId":"mist-models/mist-28M-kw4ks27p-tox21","private":false,"repoUrl":"https://huggingface.co/mist-models/mist-28M-kw4ks27p-tox21","disabled":false,"provider":"huggingface","repoType":"model","revision":"5eef66e410a59708b133b22c4562416cc2f05819","fetchedAt":"2026-09-27T09:05:23.201Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-27T09:05:51.828Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":5,"mirroredBytes":108625096,"mirroredFiles":5,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_2bd50090b227cdf1573f2c31c7eacbd1cfe91d88810f72dff7c75e420040d57a","artifactId":"hf-model-mist-models-mist-28m-kw4ks27p-tox21","representationId":"rep-d66115f3f3d2b430f9fee7f380db33f089823262eebccccb915a3d48ec9eabff","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d66115f3f3d2b430f9fee7f380db33f089823262eebccccb915a3d48ec9eabff","artifactId":"hf-model-mist-models-mist-28m-kw4ks27p-tox21","format":"safetensors","source":{"provider":"huggingface","identity":"mist-models/mist-28M-kw4ks27p-tox21","revision":"5eef66e410a59708b133b22c4562416cc2f05819","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":3486,"sha256":"sha256:1b4f8f8e365704ca64a4a5d463d2eca7d9d3cd53e600ebb421a0031368eeeff4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0bdac242e0982b67a2c6ac9f61da788e2f2eed0cfe33447fa596bc60bfdf680d"},{"path":"model.safetensors","role":"weight","sizeBytes":108613944,"sha256":"sha256:92ea262d013b3e680f0c83afd6bbe98907ec154256691a20749e6db247b6020d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e8cc389a24d92a97debb39b89221bbac4e8bc66d819569247a684e0750b909fa"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":971,"sha256":"sha256:820899a5801411108e66c10c1b258363aa9a8e1576a525e76016a2dba7680ea7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:767836badb8d4342933ee2f25001b8f97a996c83aa022d64fda52152c373d6cd"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":5014,"sha256":"sha256:fb362f00c2f02529b264e9f131ef9ca1ce9915fc5a82155e1a93d27bd764d356","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2367ecac073b076da439c9ce85d6f0e8d7a07b4116e290b68bcc7fc665dc543b"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1681,"sha256":"sha256:ec0f9570f48db969f1872873e9d8b95cf25690abe17b96b073f04e8de80acd1c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:975dbcb4bf502e6e17d1a54fa5bd6d681137215b74d352b32aa6924f1018505e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:5065a84a7b5af335222af4f25d1e1c3bc3fdefdfc24109656b539a92ae07b6bb","representationDigest":"sha256:5b9b48ba2338201f90e388414484b9b226a2965bafb4cbf1f4347faf7e403262","evidenceSnapshotDigest":"sha256:611bc25f199abb0704cd069bb70865d4f694bb80d63bb8e70ce6a0eb30eec48c","evaluatedAt":"2026-09-27T09:05:52.033Z","authorityVersion":"sha256:f36fe193ba43c512075fb9cf81f4f2ca2f6b3c8cb8efed1b13c6514840e967b7","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T01:32:58.292Z","evidence_url":"/api/manifests/hf-model-mist-models-mist-28m-kw4ks27p-tox21"}},"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."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":5,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":108662537,"label":"103.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":293,"upstreamStars":0,"label":"293 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mist-models/mist-28M-kw4ks27p-tox21"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/10 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: mist-models/mist-28M-kw4ks27p-tox21","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":5,"totalFiles":10},"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-mist-models-mist-28m-kw4ks27p-tox21/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mist-models/mist-28M-kw4ks27p-tox21"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T01:32:58.292Z","evidence_url":"/api/manifests/hf-model-mist-models-mist-28m-kw4ks27p-tox21"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mist-models-mist-28m-kw4ks27p-tox21/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mist-models-mist-28m-kw4ks27p-tox21","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mist-models/mist-28M-kw4ks27p-tox21"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/10 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: mist-models/mist-28M-kw4ks27p-tox21","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":5,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mist-models-mist-28m-kw4ks27p-tox21/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mist-models-mist-28m-kw4ks27p-tox21","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/distribution"},"supportedClaims":["mist-models/mist-28M-kw4ks27p-tox21 has 0 self-reported, unqualified Hugging Bay community reviews.","mist-models/mist-28M-kw4ks27p-tox21 has 0 self-reported run claims; none qualify verification during limited availability.","mist-models/mist-28M-kw4ks27p-tox21 has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mist-models-mist-28m-kw4ks27p-tox21"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mist-models-mist-28m-kw4ks27p-tox21/agent-bundle"}},"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."}}