{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T10:50:13.430Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq","repo":"gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":14251746267,"readinessCheckedAt":"2026-11-01T09:47:13.273Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":14251746267,"readinessCheckedAt":"2026-11-01T09:47:13.273Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq","owner":"gghfez","name":"Mistral-Small-3.2-24B-Instruct-hf-AWQ","repo":"gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ","type":"llm","summary":"Model from Hugging Face for text generation: gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"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":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":14251748026,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"gghfez","sourceUrl":"https://huggingface.co/gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","mistral","text-generation","text-generation-inference","awq","conversational","base_model:gghfez/mistral-small-3.2-24b-instruct-hf","base_model:quantized:gghfez/mistral-small-3.2-24b-instruct-hf","license:apache-2.0","endpoints_compatible","4-bit","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","jinja","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model safetensors base_model:gghfez/mistral-small-3.2-24b-instruct-hf base_model:quantized:gghfez/mistral-small-3.2-24b-instruct-hf","semanticTerms":["text-generation","transformers","llm","model","safetensors","base_model:gghfez/mistral-small-3.2-24b-instruct-hf","base_model:quantized:gghfez/mistral-small-3.2-24b-instruct-hf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":189},{"lfs":false,"path":"chat_template.jinja","sizeBytes":1597},{"lfs":false,"path":"config.json","sizeBytes":799},{"lfs":false,"path":"generation_config.json","sizeBytes":132},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4921581912},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4995915728},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":4316873088},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":75633},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":21311},{"lfs":true,"path":"tokenizer.json","sizeBytes":17078037},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":198030}],"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":14251748026,"sizeKnown":true,"sizeLabel":"13.3 GB","sizeReason":"","declaredSizeBytes":14251748026,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":2132,"stars":4,"citations":0,"updatedAt":"2026-09-22T15:19:56.609Z","createdAt":"2026-06-30T02:09:11.779Z","version":"hf-main","upstream":{"gated":false,"repoId":"gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ","private":false,"repoUrl":"https://huggingface.co/gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ","disabled":false,"provider":"huggingface","repoType":"model","revision":"9f337c5a5e23a14e9e665df29a16ca2fc519149b","fetchedAt":"2026-09-22T15:04:07.180Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T15:19:56.609Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":10,"mirroredBytes":14251746267,"mirroredFiles":10,"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_242b18f05406d40eb89c22dbc71dbe2a1d9904f0767694485d60311b5f709f4d","artifactId":"hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq","representationId":"rep-adda43faf9807ff14803313ecdbe5e6d584c21186c98462b35457a60634dcf99","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-adda43faf9807ff14803313ecdbe5e6d584c21186c98462b35457a60634dcf99","artifactId":"hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq","format":"safetensors","source":{"provider":"huggingface","identity":"gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ","revision":"9f337c5a5e23a14e9e665df29a16ca2fc519149b","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":1597,"sha256":"sha256:3934d199bfe5b6fab5cba1b5f8ee475e8d5738ac315f21cb09545b4e665cc005","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0845f1255aa1d4e009d3f2e07a7369000877bb78bfb6356fa6f2685725ae03ea"},{"path":"config.json","role":"config","sizeBytes":799,"sha256":"sha256:fa691cadcc3871092d6c9415474a3461a6c6007d306550387ad08b6e13aca768","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ee0f8ecbd427aaf1bdfd6ba622ad3102d503ecb8977afd775e35495c2d3f362a"},{"path":"generation_config.json","role":"config","sizeBytes":132,"sha256":"sha256:5724b420ce9134e63a4182b3f73ed6e4922fb800d1fe2505d53cca227c87b4ee","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2e2248a982365d1d3fd5e94cf0bc1d60e8ad0c4d1e56baea46c79087040f19e0"},{"path":"model-00001-of-00003.safetensors","role":"weight","sizeBytes":4921581912,"sha256":"sha256:a8defe43302884300cc63e0b806af1994b08aa775948c233d95e21d971b6a021","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fd497f6c3e7cd71bb23498108410b839f219e968ddce910e2f7d74739ef232da"},{"path":"model-00002-of-00003.safetensors","role":"weight","sizeBytes":4995915728,"sha256":"sha256:2d6042c23fbaee9c96720e55653d277274d30f4cab66279bd389f668c0cb8c91","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5d8ba411c380b8c14b81aa7fc26c96f595b4c25786ecb54f907c60a6865e5117"},{"path":"model-00003-of-00003.safetensors","role":"weight","sizeBytes":4316873088,"sha256":"sha256:5eef2f76ad658833c2070d802b8f63b12e4350d04c9f8a79613365a15816a33b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ba509ad911af3ad0883bcc4d19e7ca7ce32bb8c01229fdda33d78c3a613f7d66"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":75633,"sha256":"sha256:43d047370d838ba7ff9c37bbe5baad0c3da06684b9f187570d5469e6bb009c80","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:18974c6f3ceb5debaa53d23d3e747b0b149c4ce28ba86d1e4449ca827729518e"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":21311,"sha256":"sha256:5bc5d1c106bf86895473568ef5211f3fde8415e6fdee039223d6db8ca52cbe01","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c876678d17856506e26bd84bca11cea6f661effe624a723b4a04427758b79c53"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17078037,"sha256":"sha256:b76085f9923309d873994d444989f7eb6ec074b06f25b58f1e8d7b7741070949","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a60ab28cf27fbc331ce377eca0737b9e15a728b86a6a357c87e62cee79093e4d"},{"path":"tokenizer_config.json","role":"config","sizeBytes":198030,"sha256":"sha256:217f4d015c98278101c33db1c5c9dfab8a154cc9d5310e0540e1a42c8c4f2752","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:be4110e86ebb641661338b2d259cf85b539dd2141b2f162af12322cf15f1774b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:6489db147788e2929c34abf378de35af7bc3b671b347d98e12afdb40ff062756","representationDigest":"sha256:13d16bc7a7a95525b7b35c27dc1a85eeb9f523eebdb01e9b6260864573147811","evidenceSnapshotDigest":"sha256:9dd1e5ad8dbbb9172086f0fa4d494fa972caa2cce3dd06057b70a15fd4202616","evaluatedAt":"2026-09-22T15:19:57.372Z","authorityVersion":"sha256:960ec06bc46b4d0edb1f95e0060d9b6fdde007257a36e3f1666f8e94b46b3512","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":10,"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":"2026-11-01T09:47:13.273Z","evidence_url":"/api/manifests/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq"}},"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":10,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":14251748026,"label":"13.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2132,"upstreamStars":4,"label":"2.1K 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":"gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/12 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: apache-2.0","Provenance: gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":2,"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-gghfez-mistral-small-3-2-24b-instruct-hf-awq/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T09:47:13.273Z","evidence_url":"/api/manifests/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/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":"gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/12 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: apache-2.0","Provenance: gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":2,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/distribution"},"supportedClaims":["gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ has 0 self-reported, unqualified Hugging Bay community reviews.","gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ has 0 self-reported run claims; none qualify verification during limited availability.","gghfez/Mistral-Small-3.2-24B-Instruct-hf-AWQ 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-gghfez-mistral-small-3-2-24b-instruct-hf-awq/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-gghfez-mistral-small-3-2-24b-instruct-hf-awq/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."}}