{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T20:19:03.204Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256","repo":"mjbommar/mimelens-001-medium-byte-s1-seq256","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":152365871,"readinessCheckedAt":"2026-10-30T20:08:52.232Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":152365871,"readinessCheckedAt":"2026-10-30T20:08:52.232Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256","owner":"mjbommar","name":"mimelens-001-medium-byte-s1-seq256","repo":"mjbommar/mimelens-001-medium-byte-s1-seq256","type":"llm","summary":"Model from Hugging Face for text classification: mjbommar/mimelens-001-medium-byte-s1-seq256 · transformers","cardDescription":"Sorts text into categories.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"medium","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":342914677,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mjbommar","sourceUrl":"https://huggingface.co/mjbommar/mimelens-001-medium-byte-s1-seq256","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","onnx","safetensors","mimelens","text-classification","file-type-detection","mime-classification","binary-content","binary-analysis","position-agnostic","libmagic","forensics","packet-inspection","byte-level","custom_code","en","license:mit","model-index","region:us","llm"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","safetensors","onnx"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/mjbommar/mimelens-001-medium-byte-s1-seq256","evalResults":[{"task":"MIME-125 classification (libmagic 125-class taxonomy)","score":"0","metric":"top-1 accuracy","verified":false,"benchmark":"magic-frags (4 KB head of 64 KB random chunks, n=4,096)"},{"task":"MIME-125 classification (libmagic 125-class taxonomy)","score":"0","metric":"macro-F1","verified":false,"benchmark":"magic-frags (4 KB head of 64 KB random chunks, n=4,096)"},{"task":"MIME-125 classification (libmagic 125-class taxonomy)","score":"0","metric":"kNN R@1","verified":false,"benchmark":"magic-frags (4 KB head of 64 KB random chunks, n=4,096)"}],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["language","library_name","license","model-index","pipeline_tag","tags"],"semanticText":"text-classification transformers llm model en mimelens-001-medium-byte-s1 onnx safetensors","semanticTerms":["text-classification","transformers","llm","model","en","mimelens-001-medium-byte-s1","onnx","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":11299},{"lfs":false,"path":"config.json","sizeBytes":9048},{"lfs":false,"path":"configuration_mimelens.py","sizeBytes":5819},{"lfs":false,"path":"manifest.json","sizeBytes":380},{"lfs":true,"path":"model.safetensors","sizeBytes":152349452},{"lfs":false,"path":"modeling_mimelens.py","sizeBytes":16534},{"lfs":false,"path":"onnx/README.md","sizeBytes":687},{"lfs":true,"path":"onnx/model_fp32.onnx","sizeBytes":151789809},{"lfs":true,"path":"onnx/model_int8.onnx","sizeBytes":38722759},{"lfs":false,"path":"tokenizer.json","sizeBytes":6206},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1165}],"modelIndexNames":["mimelens-001-medium-byte-s1"]},"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":342914677,"sizeKnown":true,"sizeLabel":"327.0 MB","sizeReason":"","declaredSizeBytes":342914677,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":865,"stars":0,"citations":0,"updatedAt":"2026-09-26T09:44:22.259Z","createdAt":"2026-09-26T09:43:50.685Z","version":"hf-main","upstream":{"gated":false,"repoId":"mjbommar/mimelens-001-medium-byte-s1-seq256","private":false,"repoUrl":"https://huggingface.co/mjbommar/mimelens-001-medium-byte-s1-seq256","disabled":false,"provider":"huggingface","repoType":"model","revision":"14802d8093d29400120e48f29256e45c70bf1349","fetchedAt":"2026-09-26T09:43:50.682Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-26T09:44:22.259Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":4,"mirroredBytes":152365871,"mirroredFiles":4,"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_5de89abb3f65a60da827e2191099477c9fba094751739dfa64a3a8622ef79a3e","artifactId":"hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256","representationId":"rep-600eb690c2849c0d5c05a338e27e3c103f61a71626a71cf46812a252cb9ecaa5","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-600eb690c2849c0d5c05a338e27e3c103f61a71626a71cf46812a252cb9ecaa5","artifactId":"hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256","format":"safetensors","source":{"provider":"huggingface","identity":"mjbommar/mimelens-001-medium-byte-s1-seq256","revision":"14802d8093d29400120e48f29256e45c70bf1349","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":9048,"sha256":"sha256:2fb5f1024fd48ff780a0b061f9f917b075c41337d179974454a0c8f435dfaa98","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ff6bf8b6fc3c7b518d7f5f86cba9610fe5f667c36065d509a8b926368904650a"},{"path":"model.safetensors","role":"weight","sizeBytes":152349452,"sha256":"sha256:17af577b41701b6063f0dd9d1762f0f4eb1ddcfb09dc3be23dd7b1854c7a79c2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8eb4870379551cafc6a3c0fdf894ef74904c9b93d11898e9c8fba39e168b55b0"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":6206,"sha256":"sha256:0c361586e886172070b1eb6602b02ddc9aea7ba88d8edef2f5f4200e2e254af0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a0bc2455708ded708c22097c9bdfffba0c4894da62ab26212327fb8b14df8d64"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1165,"sha256":"sha256:ec8f615770988a3e192adb19fe36f2b101921067f80d10e2b8e08f81f4018c92","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bf5cdd9adde9f8309c6e1c586ffb2779a002646417af7786876681fa06395090"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:1d40c629dd1467cad6396ce55f76ac8d5332d2fc6245e03e9b4619ed345b2cf0","representationDigest":"sha256:4b24693aca82e459c0984be9c01929537edd02c268a74021f1967c8113b92885","evidenceSnapshotDigest":"sha256:344faaa400848c17c16ed24a9fe92e0cd0142f19643d9b5a7a84e9555feb786e","evaluatedAt":"2026-09-26T09:44:22.511Z","authorityVersion":"sha256:69c0f1af35ea31cdaa2a1dffc77444cce9cdcd39c47d3f39f94b9ef69e21e7c8","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":4,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T20:08:52.232Z","evidence_url":"/api/manifests/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256"}},"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":12,"publicDownloadableFileCount":4,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":342914677,"label":"327.0 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":865,"upstreamStars":0,"label":"865 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":"mjbommar/mimelens-001-medium-byte-s1-seq256"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/12 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: mjbommar/mimelens-001-medium-byte-s1-seq256","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":8,"totalFiles":12},"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-mjbommar-mimelens-001-medium-byte-s1-seq256/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mjbommar/mimelens-001-medium-byte-s1-seq256"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T20:08:52.232Z","evidence_url":"/api/manifests/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/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":"mjbommar/mimelens-001-medium-byte-s1-seq256"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/12 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: mjbommar/mimelens-001-medium-byte-s1-seq256","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":8,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/distribution"},"supportedClaims":["mjbommar/mimelens-001-medium-byte-s1-seq256 has 0 self-reported, unqualified Hugging Bay community reviews.","mjbommar/mimelens-001-medium-byte-s1-seq256 has 0 self-reported run claims; none qualify verification during limited availability.","mjbommar/mimelens-001-medium-byte-s1-seq256 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-mjbommar-mimelens-001-medium-byte-s1-seq256/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mjbommar-mimelens-001-medium-byte-s1-seq256/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."}}