{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T22:20:15.366Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit","repo":"unsloth/gemma-3-270m-it-unsloth-bnb-4bit","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":428018169,"readinessCheckedAt":"2026-10-31T22:01:37.839Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":428018169,"readinessCheckedAt":"2026-10-31T22:01:37.839Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit","owner":"unsloth","name":"gemma-3-270m-it-unsloth-bnb-4bit","repo":"unsloth/gemma-3-270m-it-unsloth-bnb-4bit","type":"llm","summary":"Model from Hugging Face for text generation: unsloth/gemma-3-270m-it-unsloth-bnb-4bit · transformers","cardDescription":"A chat model for conversations, questions and writing.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"gemma"},{"field":"cardMetadata.license","value":"gemma"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"gemma","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":432737613,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"unsloth","sourceUrl":"https://huggingface.co/unsloth/gemma-3-270m-it-unsloth-bnb-4bit","license":"gemma","licenseState":"known","licenseLabel":"gemma","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","gemma","transformers","safetensors","gemma3_text","text-generation","gemma3","unsloth","google","conversational","arxiv:2503.19786","arxiv:1905.07830","arxiv:1905.10044","arxiv:1911.11641","arxiv:1705.03551","arxiv:1911.01547","arxiv:1907.10641","arxiv:2311.07911","arxiv:2311.12022","arxiv:2411.04368","arxiv:1904.09728","arxiv:1903.00161"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jinja","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"gemma","metrics":[],"datasets":[],"paperIds":["2503.19786","1905.07830","1905.10044","1911.11641","1705.03551","1911.01547","1907.10641","2311.07911"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/unsloth/gemma-3-270m-it-unsloth-bnb-4bit","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":28800},{"lfs":false,"path":"added_tokens.json","sizeBytes":35},{"lfs":false,"path":"chat_template.jinja","sizeBytes":1654},{"lfs":false,"path":"config.json","sizeBytes":2035},{"lfs":false,"path":"generation_config.json","sizeBytes":233},{"lfs":true,"path":"model.safetensors","sizeBytes":393471884},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":670},{"lfs":true,"path":"tokenizer.json","sizeBytes":33384568},{"lfs":true,"path":"tokenizer.model","sizeBytes":4689074},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1157090}],"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":432737613,"sizeKnown":true,"sizeLabel":"412.7 MB","sizeReason":"","declaredSizeBytes":432737613,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":11889,"stars":6,"citations":0,"updatedAt":"2026-09-20T16:49:30.754Z","createdAt":"2026-09-20T16:48:44.956Z","version":"hf-main","upstream":{"gated":false,"repoId":"unsloth/gemma-3-270m-it-unsloth-bnb-4bit","private":false,"repoUrl":"https://huggingface.co/unsloth/gemma-3-270m-it-unsloth-bnb-4bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"ce8f5b69f631273f9c6007972240d4cee9577bc6","fetchedAt":"2026-09-20T16:48:44.954Z","importMode":"external-catalog","licenseRaw":"gemma","licenseDeclared":"gemma","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-20T16:49:30.754Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":8,"mirroredBytes":428018169,"mirroredFiles":8,"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_b7a8f4c5801c2bb1d34b8fcef4405e073580ba42f2488f084ac5b37c45af7be2","artifactId":"hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit","representationId":"rep-5f3dadf7a82e647b65277dbe351d30971347d82df5f02b877c64b01ba5ebafd6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5f3dadf7a82e647b65277dbe351d30971347d82df5f02b877c64b01ba5ebafd6","artifactId":"hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit","format":"safetensors","source":{"provider":"huggingface","identity":"unsloth/gemma-3-270m-it-unsloth-bnb-4bit","revision":"ce8f5b69f631273f9c6007972240d4cee9577bc6","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":35,"sha256":"sha256:50b2f405ba56a26d4913fd772089992252d7f942123cc0a034d96424221ba946","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d8aa29c80ca8a38335d54284da8db51f065390d242e2b5774c6c8882a473f718"},{"path":"chat_template.jinja","role":"template","sizeBytes":1654,"sha256":"sha256:af95fbef33b76a50e5f463ff9766f85ce84f5849d915c4bd6c1619d852ac3231","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5f916e057733e5429d875dd2a19c966095af4860ed35a80802699b31c0a05979"},{"path":"config.json","role":"config","sizeBytes":2035,"sha256":"sha256:a08a5e6721a4f1aafab7d60212897bb82bcc4c1320383854752f903b0fcf4fa1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3682764ee9fe9e18653cccbd4228b898758461505742d62471677845177a54d7"},{"path":"generation_config.json","role":"config","sizeBytes":233,"sha256":"sha256:be9e552870ff18a6c6beb0f6811030509c040d641e6972ce53c2fb540bbb4ba0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9979bdf2462dae6703608bb3910d58f8e9e64c5216cd60872d708fde5ea278aa"},{"path":"model.safetensors","role":"weight","sizeBytes":393471884,"sha256":"sha256:d3ae9628a0ed2cfa21b5b8345be4e1d4126794e734f3483dcc275b4735bf5a15","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f051c6ceccec3476d53971c45b0612fb3f6183dbe8cd3fe0aa1a73815d75f7d4"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":670,"sha256":"sha256:45a857d8a2495d0be30a5d2d6de03278195eb028b6e0b8efc248bfa697d65f05","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9fadd9d983135688acb4a16c383a16d445bb3a009587d69611dea9861a1b4f4c"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":33384568,"sha256":"sha256:4667f2089529e8e7657cfb6d1c19910ae71ff5f28aa7ab2ff2763330affad795","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6a05b4a521e694b29d540b3be5489a5f7f492db1fc0f002cac558a254aae1083"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1157090,"sha256":"sha256:be2182df1ad0ea735d336418896eb06e5cc2f59136e7aaeac5de2ec2197742ac","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:98131366691c098c8eafe9be9eb28419293ae1914c07d57ba1767d3d535e1b3e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:ac5060e0589c2fcbeb6371a37db6536133d83d83515ed673a52ba3671bd96fad","representationDigest":"sha256:5d2a3e2536e71c1fa9efad0e576a7bf0014ac05615c064792c53e0d8ceaea09e","evidenceSnapshotDigest":"sha256:cb8aac36533077c190ef453c7387712d00d2ec8c9e8c49c4b0fe0c6979770e4d","evaluatedAt":"2026-09-20T16:49:39.448Z","authorityVersion":"sha256:c5c04c4e1853dc39924aad25212460777ea5e154359287a8676ac86dec14c773","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T22:01:37.839Z","evidence_url":"/api/manifests/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit"}},"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":11,"publicDownloadableFileCount":8,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":432737613,"label":"412.7 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":11889,"upstreamStars":6,"label":"12K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"gemma"},{"id":"provenance","label":"Provenance","status":"pass","detail":"unsloth/gemma-3-270m-it-unsloth-bnb-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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":["Provenance: unsloth/gemma-3-270m-it-unsloth-bnb-4bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: gemma","Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/unsloth/gemma-3-270m-it-unsloth-bnb-4bit"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"unsloth/gemma-3-270m-it-unsloth-bnb-4bit"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T22:01:37.839Z","evidence_url":"/api/manifests/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"gemma"},{"id":"provenance","label":"Provenance","status":"pass","detail":"unsloth/gemma-3-270m-it-unsloth-bnb-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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":["Provenance: unsloth/gemma-3-270m-it-unsloth-bnb-4bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: gemma","Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/distribution"},"supportedClaims":["unsloth/gemma-3-270m-it-unsloth-bnb-4bit has 0 self-reported, unqualified Hugging Bay community reviews.","unsloth/gemma-3-270m-it-unsloth-bnb-4bit has 0 self-reported run claims; none qualify verification during limited availability.","unsloth/gemma-3-270m-it-unsloth-bnb-4bit 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-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-gemma-3-270m-it-unsloth-bnb-4bit/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."}}