{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-15T18:42:58.057Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-grimsqueaker-protsent-v2-35m","repo":"GrimSqueaker/ProtSent-V2-35M","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":134097590,"readinessCheckedAt":"2026-11-15T18:42:24.277Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":134097590,"readinessCheckedAt":"2026-11-15T18:42:24.277Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-grimsqueaker-protsent-v2-35m","owner":"GrimSqueaker","name":"ProtSent-V2-35M","repo":"GrimSqueaker/ProtSent-V2-35M","type":"embedding","summary":"Model from Hugging Face for sentence similarity: GrimSqueaker/ProtSent-V2-35M · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":134256055,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"GrimSqueaker","sourceUrl":"https://huggingface.co/GrimSqueaker/ProtSent-V2-35M","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","esm","protein","esm2","contrastive-learning","protein-embeddings","biology","sentence-similarity","en","license:mit","endpoints_compatible","region:us","embedding"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","py","safetensors","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/GrimSqueaker/ProtSent-V2-35M","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["language","library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model en safetensors protein-embeddings","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","safetensors","protein-embeddings"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":90},{"lfs":false,"path":"README.md","sizeBytes":5142},{"lfs":false,"path":"config.json","sizeBytes":1651},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":284},{"lfs":false,"path":"fastplms_bundle.py","sizeBytes":138400},{"lfs":true,"path":"model.safetensors","sizeBytes":134093864},{"lfs":false,"path":"modeling_fastplms.py","sizeBytes":7729},{"lfs":false,"path":"modules.json","sizeBytes":277},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1180},{"lfs":true,"path":"training_args.bin","sizeBytes":5585},{"lfs":false,"path":"vocab.txt","sizeBytes":93}],"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":134256055,"sizeKnown":true,"sizeLabel":"128.0 MB","sizeReason":"","declaredSizeBytes":134256055,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":448,"stars":1,"citations":0,"updatedAt":"2026-09-23T01:25:06.033Z","createdAt":"2026-09-23T01:24:20.791Z","version":"hf-main","upstream":{"gated":false,"repoId":"GrimSqueaker/ProtSent-V2-35M","private":false,"repoUrl":"https://huggingface.co/GrimSqueaker/ProtSent-V2-35M","disabled":false,"provider":"huggingface","repoType":"model","revision":"497c50cff58a368f30838f1acafeda3d0c280c18","fetchedAt":"2026-09-23T01:24:20.789Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-09-23T01:25:06.033Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":7,"mirroredBytes":134097590,"mirroredFiles":7,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_019bbcdae1568576632d7eade0de178608a23ff535f0bf535ba54e7c8b52ce01","artifactId":"hf-model-grimsqueaker-protsent-v2-35m","representationId":"rep-cfac6e26dabcb6fdbba1988b1ca942142dbaa7093ecd3953a547f4d1c38d311a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-cfac6e26dabcb6fdbba1988b1ca942142dbaa7093ecd3953a547f4d1c38d311a","artifactId":"hf-model-grimsqueaker-protsent-v2-35m","format":"safetensors","source":{"provider":"huggingface","identity":"GrimSqueaker/ProtSent-V2-35M","revision":"497c50cff58a368f30838f1acafeda3d0c280c18","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1651,"sha256":"sha256:5e7bccd8a205a7e101159635152535e34d749c951e61d787ac8ab8f92663573e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:59ae7e07317e1df06b337064334ddd581b2f05e5f44779ff294cdcd41889c369"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":284,"sha256":"sha256:ca1bdbcaae457864cd2dde792a0b8ffbcdc15703962e2b01399a84c649b76d63","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0ed34169897e14b1ef941dd4cd4c0d2da9b6b7eb8269c1f785ff02fde65bdc3f"},{"path":"model.safetensors","role":"weight","sizeBytes":134093864,"sha256":"sha256:effe1153b66b493833d705788fc1c8b75f3297fc61e767c53cbac6f6a7c0558f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2e19999cf4770bd6c9a003f24d2405eae7d79ee1458fbf2f66baf2af411fb533"},{"path":"modules.json","role":"support","sizeBytes":277,"sha256":"sha256:e4068aab8a95663636c4c28044a95eafdb6492387397ec8283d8f8b31078d645","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d1a0e4a7c5e97c118fda421f8440b0b64e95fcc7465f54ee44f2aa0ce7d0f1e4"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:81463e7ebff2fc8c687d8159ec53fa53c790ecf8f9d0547c0472971f796873a6"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1180,"sha256":"sha256:d2e426940961b1b6720a29defd892b5842d089ef3068dcea69f0934b47dd1702","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1f37a95d511507fbde035fda555584c68e5f4790e36fca94b1e9fcda5425b375"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":93,"sha256":"sha256:0b82cc0a7c7cf9e567b1e5892d793285b9fbae822c964ca48696f7db44598e03","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bb33d9e9f42644481727241006baf849a15d6d0eee1baddbc9a07c05df8d7736"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:9df4ac8d99f7168df2cf63de959642f0922caf1e364adfc91de0d156aa53aa3f","representationDigest":"sha256:ce8cc89af3425e9fb16aefc1ccf8727d69925cfc954db3dfdd455bc26cbf7041","evidenceSnapshotDigest":"sha256:8488eeb88f78aad77e802e27b13390fc034988637bf9bf4d3dc5c2bd4abc5165","evaluatedAt":"2026-09-23T01:25:06.543Z","authorityVersion":"sha256:b813906a0781241de92ff840561cad4632bf54aa84ef72b0da0f14ca1878969d","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-15T18:42:24.277Z","evidence_url":"/api/manifests/hf-model-grimsqueaker-protsent-v2-35m"}},"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":"unknown","hosted":null,"fileCount":13,"publicDownloadableFileCount":7,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":134256055,"label":"128.0 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":448,"upstreamStars":1,"label":"448 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"GrimSqueaker/ProtSent-V2-35M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/13 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: mit","Provenance: GrimSqueaker/ProtSent-V2-35M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":6,"totalFiles":13},"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-grimsqueaker-protsent-v2-35m/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"GrimSqueaker/ProtSent-V2-35M"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-15T18:42:24.277Z","evidence_url":"/api/manifests/hf-model-grimsqueaker-protsent-v2-35m"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-grimsqueaker-protsent-v2-35m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-grimsqueaker-protsent-v2-35m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"GrimSqueaker/ProtSent-V2-35M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/13 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: mit","Provenance: GrimSqueaker/ProtSent-V2-35M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":6,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-grimsqueaker-protsent-v2-35m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-grimsqueaker-protsent-v2-35m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/distribution"},"supportedClaims":["GrimSqueaker/ProtSent-V2-35M has 0 self-reported, unqualified Hugging Bay community reviews.","GrimSqueaker/ProtSent-V2-35M has 0 self-reported run claims; none qualify verification during limited availability.","GrimSqueaker/ProtSent-V2-35M 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-grimsqueaker-protsent-v2-35m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-grimsqueaker-protsent-v2-35m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-grimsqueaker-protsent-v2-35m/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."}}