{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T18:19:33.650Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning","repo":"Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":3457077569,"readinessCheckedAt":"2026-10-30T16:58:13.195Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":3457077569,"readinessCheckedAt":"2026-10-30T16:58:13.195Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning","owner":"Vikhrmodels","name":"QVikhr-3-1.7B-Instruction-noreasoning","repo":"Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning","type":"llm","summary":"Model from Hugging Face for text generation: Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning · 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":3457103130,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Vikhrmodels","sourceUrl":"https://huggingface.co/Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen3","text-generation","conversational","ru","en","dataset:vikhrmodels/grandmaster2","arxiv:2405.13929","arxiv:2505.09388","base_model:qwen/qwen3-1.7b","base_model:finetune:qwen/qwen3-1.7b","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm","vikhrmodels/grandmaster2"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["Vikhrmodels/GrandMaster2"],"paperIds":["2405.13929","2505.09388"],"repoType":"model","baseModel":"","languages":["ru","en"],"sourceUrl":"https://huggingface.co/Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","datasets","language","library_name","license","model_name"],"semanticText":"text-generation transformers llm model ru en vikhrmodels/grandmaster2 safetensors","semanticTerms":["text-generation","transformers","llm","model","ru","en","vikhrmodels/grandmaster2","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":".ipynb_checkpoints/README-checkpoint.md","sizeBytes":8584},{"lfs":false,"path":".ipynb_checkpoints/tokenizer_config-checkpoint.json","sizeBytes":9719},{"lfs":false,"path":"README.md","sizeBytes":8641},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"config.json","sizeBytes":727},{"lfs":false,"path":"generation_config.json","sizeBytes":214},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":3441185608},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":9719},{"lfs":true,"path":"training_args.bin","sizeBytes":5688},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"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":3457103130,"sizeKnown":true,"sizeLabel":"3.2 GB","sizeReason":"","declaredSizeBytes":3457103130,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":597,"stars":12,"citations":0,"updatedAt":"2026-08-30T00:31:25.893Z","createdAt":"2026-06-30T02:19:07.017Z","version":"hf-main","upstream":{"gated":false,"repoId":"Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning","private":false,"repoUrl":"https://huggingface.co/Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning","disabled":false,"provider":"huggingface","repoType":"model","revision":"ff7a23e896ebcd28825854b31cee34dfdaedd232","fetchedAt":"2026-08-29T22:13:30.484Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-30T00:31:25.893Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":10,"mirroredBytes":3457077569,"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_c73d66647bbd63f041c4a97695247ba64a7a4cb220a99e0b6e33bdc1c458171a","artifactId":"hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning","representationId":"rep-e0e7674eb11768c019241585fbd48bec654809b9d778cb02903b8551b83b93a5","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e0e7674eb11768c019241585fbd48bec654809b9d778cb02903b8551b83b93a5","artifactId":"hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning","format":"safetensors","source":{"provider":"huggingface","identity":"Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning","revision":"ff7a23e896ebcd28825854b31cee34dfdaedd232","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":8641,"sha256":"sha256:99acfa572cd1df834800c8119199cf0b270e057fad6f2fcde11bc5b185a4367a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d370df8fce821cc3da647a01848504536e22de76d96f65096279cfc8abb36a3d"},{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4870fd3520d723ace51064ff52cfa73037bf814d5b90e8a5b68c13a67d66a0f7"},{"path":"config.json","role":"config","sizeBytes":727,"sha256":"sha256:4be0e512dfb91b3cd859d47d3a26a2c679c3010924de04b046997ae8bd798fb0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3ce4b731cf5d2f3dc1a0eecda9648122fd98a93167dd28a9d279b3f16d0a90fd"},{"path":"generation_config.json","role":"config","sizeBytes":214,"sha256":"sha256:81051cd3f6e77013827148d0b8a6ead93f8ac390d5ab805f849199f0af6a08db","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1ef7cb400fada7dfbd1fa24ece79b1f9bb34c7e5fa8cd8c6543acdf21d64d403"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f1f1f6f3d7e75b57cc0d2d46ffea9b3b3c5f038d2a2719ea81e76ad3b22473d4"},{"path":"model.safetensors","role":"weight","sizeBytes":3441185608,"sha256":"sha256:8c18861c5c1eb26003dead027e2a723c4fe63f1bf16406db6c5a4c2fc4941742","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c15f30415e33f6b7823c35c53429cbab4d993d98613f49e67d55a6f5f1769972"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fa011454b4806e41cd6e6bdadf88582785cd15ca1619f1e2d30e6775ed972942"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5c74918ef12a627e0048327cd53b23242a977aef9f9888a11c1f5d5ad81956b2"},{"path":"tokenizer_config.json","role":"config","sizeBytes":9719,"sha256":"sha256:e2305bdeaefc4d88ce90cfd568c84855009acc79aecd947308db0f0b97a4fe3f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bcabc04f24029f83a80983bb1a3cf671193d704eb40e9e477e628677dc9a5507"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8c7c6080fbe30f53d42e2eb17da2ea15aa6c494ecf82cf403c534621d82c0670"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:232ea539cae36f4943f14dbc62378f4144025541172fe332345480a6d07df34c","representationDigest":"sha256:271c8b7c5b4910e30fbf1284e9b448b9fcaca7bacdee53ed3dff69cf42c1798b","evidenceSnapshotDigest":"sha256:87b49104a31d269b99a5ba0aad11f398e20150387b22dbc751d890c0c2a3cafd","evaluatedAt":"2026-08-30T00:31:26.227Z","authorityVersion":"sha256:0c6232276dce4de22808831689696a69bbd941b77d8128d43eaed05e3ebbe08a","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":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T16:58:13.195Z","evidence_url":"/api/manifests/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning"}},"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":10,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3457103130,"label":"3.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":597,"upstreamStars":12,"label":"597 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":"Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/14 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: Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":4,"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-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T16:58:13.195Z","evidence_url":"/api/manifests/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/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":"Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/14 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: Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":4,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/distribution"},"supportedClaims":["Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning has 0 self-reported, unqualified Hugging Bay community reviews.","Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning has 0 self-reported run claims; none qualify verification during limited availability.","Vikhrmodels/QVikhr-3-1.7B-Instruction-noreasoning 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-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-vikhrmodels-qvikhr-3-1-7b-instruction-noreasoning/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."}}