{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T19:51:03.797Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf","repo":"mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":4920737536,"readinessCheckedAt":"2026-10-30T19:44:14.019Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":4920737536,"readinessCheckedAt":"2026-10-30T19:44:14.019Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf","owner":"mradermacher","name":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","repo":"mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF · 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":"low","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"shukdevdattaEX/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"shukdevdattaEX/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged","field":"baseModel"}],"parameters":null,"size":{"bytes":71820268278,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","text-generation-inference","unsloth","llama","en","license:apache-2.0","endpoints_compatible","region:us","conversational","llm","shukdevdattaex/deepseek-r1-bengali-hate-speech-classification-multi-class-merged"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md"],"baseModel":"shukdevdattaEX/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged","derivedFrom":"shukdevdattaEX/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"shukdevdattaEX/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"transformers llm model en shukdevdattaex/deepseek-r1-bengali-hate-speech-classification-multi-class-merged gguf","semanticTerms":["transformers","llm","model","en","shukdevdattaex/deepseek-r1-bengali-hate-speech-classification-multi-class-merged","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2878},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.IQ4_XS.gguf","sizeBytes":4484366080},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q2_K.gguf","sizeBytes":3179134720},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q3_K_L.gguf","sizeBytes":4321959680},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q3_K_M.gguf","sizeBytes":4018921216},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q3_K_S.gguf","sizeBytes":3664502528},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q4_K_M.gguf","sizeBytes":4920737536},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q4_K_S.gguf","sizeBytes":4692672256},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q5_K_M.gguf","sizeBytes":5732990720},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q5_K_S.gguf","sizeBytes":5599297280},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q6_K.gguf","sizeBytes":6596009728},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q8_0.gguf","sizeBytes":8540774144},{"lfs":true,"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.f16.gguf","sizeBytes":16068894464},{"lfs":false,"path":"README.md","sizeBytes":5048}],"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":71820268278,"sizeKnown":true,"sizeLabel":"66.9 GB","sizeReason":"","declaredSizeBytes":71820268278,"defaultDownloadBytes":4920737536,"mirrorCount":1,"downloadCount":52,"stars":0,"citations":0,"updatedAt":"2026-08-29T11:17:54.937Z","createdAt":"2026-06-30T04:23:40.255Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"434abcc7776838b7f2df79f2a4213df7d4311001","fetchedAt":"2026-08-29T09:14:40.172Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T11:17:54.937Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":1,"mirroredBytes":4920737536,"mirroredFiles":1,"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_9a5d3b757a9c5ba764b80b1863721d3e39155cb39640b95fbca3fba6fb4e50d3","artifactId":"hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf","representationId":"rep-838bc17ffb71b76a578d1f580cc65f0f3ce099500c12f7c9143494e89098abb1","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-838bc17ffb71b76a578d1f580cc65f0f3ce099500c12f7c9143494e89098abb1","artifactId":"hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","revision":"434abcc7776838b7f2df79f2a4213df7d4311001","immutable":true},"files":[{"path":"DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged.Q4_K_M.gguf","role":"weight","sizeBytes":4920737536,"sha256":"sha256:e089974e0c84320b34afc1fa639e2f9870f0120c100b71c124ac6a0ba9d8d2ea","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:104ad3b565a34e3f3abccdc4add11a570062506392485c47c151813bf3690d1c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:62e646c37228316efc94e814e0e3df4e9057fdabe16636a62fc36b8c70d043f9","representationDigest":"sha256:da42fd35372487f841f92af2943f288e4fe552449bc9951dd094e4ecaf3c226f","evidenceSnapshotDigest":"sha256:2fd992da27c253eec84ce0eb1aa4c076217fb5ef64e916d0b275a96190c2653d","evaluatedAt":"2026-08-29T11:18:02.457Z","authorityVersion":"sha256:c01c6616c025ddd45b708748c9d2b7d901107b4586ac933c9f600c29b860b25d","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":1,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T19:44:14.019Z","evidence_url":"/api/manifests/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf"}},"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":14,"publicDownloadableFileCount":1,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":71820268278,"label":"66.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":52,"upstreamStars":0,"label":"52 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":"mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"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-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T19:44:14.019Z","evidence_url":"/api/manifests/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/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":"mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/distribution"},"supportedClaims":["mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/DeepSeek-R1-Bengali-Hate-Speech-Classification-Multi-Class-merged-GGUF 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-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-deepseek-r1-bengali-hate-speech-classification-multi-class-merged-gguf/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."}}