{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T04:35:01.108Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-specialv-vims2-7b","repo":"specialv/Vims2-7B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":15238344402,"readinessCheckedAt":"2026-10-29T04:30:57.369Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":15238344402,"readinessCheckedAt":"2026-10-29T04:30:57.369Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-specialv-vims2-7b","owner":"specialv","name":"Vims2-7B","repo":"specialv/Vims2-7B","type":"llm","summary":"Model from Hugging Face for text generation: specialv/Vims2-7B · transformers","cardDescription":"A model for generating and working with code.","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":15238775663,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"specialv","sourceUrl":"https://huggingface.co/specialv/Vims2-7B","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","merge","base_merge","task-arithmetic","it-llm-leaderboard","qwen","conversational","it","en","base_model:qwen/qwen2.5-7b","base_model:merge:qwen/qwen2.5-7b","base_model:qwen/qwen2.5-7b-instruct","base_model:merge:qwen/qwen2.5-7b-instruct","base_model:qwen/qwen2.5-coder-7b-instruct","base_model:merge:qwen/qwen2.5-coder-7b-instruct","license:apache-2.0","text-generation-inference"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","yml","safetensors","png"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["it","en"],"sourceUrl":"https://huggingface.co/specialv/Vims2-7B","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model it en safetensors base_model:qwen/qwen2.5-7b-instruct base_model:merge:qwen/qwen2.5-7b-instruct base_model:qwen/qwen2.5-coder-7b-instruct base_model:merge:qwen/qwen2.5-coder-7b-instruct","semanticTerms":["text-generation","transformers","llm","model","it","en","safetensors","base_model:qwen/qwen2.5-7b-instruct","base_model:merge:qwen/qwen2.5-7b-instruct","base_model:qwen/qwen2.5-coder-7b-instruct","base_model:merge:qwen/qwen2.5-coder-7b-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1647},{"lfs":false,"path":"README.md","sizeBytes":4172},{"lfs":false,"path":"config.json","sizeBytes":1397},{"lfs":false,"path":"generation_config.json","sizeBytes":138},{"lfs":false,"path":"mergekit_config.yml","sizeBytes":246},{"lfs":true,"path":"model-00001-of-00009.safetensors","sizeBytes":1089994880},{"lfs":true,"path":"model-00002-of-00009.safetensors","sizeBytes":1992867304},{"lfs":true,"path":"model-00003-of-00009.safetensors","sizeBytes":1893836600},{"lfs":true,"path":"model-00004-of-00009.safetensors","sizeBytes":1864467840},{"lfs":true,"path":"model-00005-of-00009.safetensors","sizeBytes":1864467832},{"lfs":true,"path":"model-00006-of-00009.safetensors","sizeBytes":1864467840},{"lfs":true,"path":"model-00007-of-00009.safetensors","sizeBytes":1864467832},{"lfs":true,"path":"model-00008-of-00009.safetensors","sizeBytes":1864467792},{"lfs":true,"path":"model-00009-of-00009.safetensors","sizeBytes":932233872},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":27784},{"lfs":false,"path":"tokenizer.json","sizeBytes":7031645},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7228},{"lfs":true,"path":"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.","sizeBytes":214807},{"lfs":true,"path":"vims2_comparison.png","sizeBytes":214807}],"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":15238775663,"sizeKnown":true,"sizeLabel":"14.2 GB","sizeReason":"","declaredSizeBytes":15238775663,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":90,"stars":1,"citations":0,"updatedAt":"2026-09-03T03:26:58.373Z","createdAt":"2026-06-30T04:10:46.507Z","version":"hf-main","upstream":{"gated":false,"repoId":"specialv/Vims2-7B","private":false,"repoUrl":"https://huggingface.co/specialv/Vims2-7B","disabled":false,"provider":"huggingface","repoType":"model","revision":"3e3f2cc37787cf2227151508416b4c5a1ddcd9d0","fetchedAt":"2026-09-03T01:32:43.547Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T03:26:58.373Z","mirroredBy":"mirror-batch-worker","totalFiles":19,"hostedFiles":16,"mirroredBytes":15238344402,"mirroredFiles":16,"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_754295506a14cbf7b29155f2c9f616df967e1e4b58db1d99a686cf343cc2ce0c","artifactId":"hf-model-specialv-vims2-7b","representationId":"rep-e188693174747fc1c67dcf2bf8fd47dc257fec7c84f7a743587e460bba925956","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e188693174747fc1c67dcf2bf8fd47dc257fec7c84f7a743587e460bba925956","artifactId":"hf-model-specialv-vims2-7b","format":"safetensors","source":{"provider":"huggingface","identity":"specialv/Vims2-7B","revision":"3e3f2cc37787cf2227151508416b4c5a1ddcd9d0","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":4172,"sha256":"sha256:3c537708ab83857c1c89c0fb1a5dd87f1c51d956cb5f55711dc1ae261aeea4b4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9fcb61cc80195f1b1f46374f14c3e2c7a1d65880ac4a7427873fae3498cf003d"},{"path":"config.json","role":"config","sizeBytes":1397,"sha256":"sha256:df4d975b43795c609937dedafd51d6ab00aee76b5b1e945b4af8cdbfe8a7a432","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f299ac51b6b7eb88ff7a8871a990ab3acc5bc09a96a8c5e4d049cd66f75bf287"},{"path":"generation_config.json","role":"config","sizeBytes":138,"sha256":"sha256:8c970692323e3ea0e9b8b0a4dca79388d31226e41f83c9fd6014804280ebf6e8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:defe142608bea60d619347ffb284c83de8f26c623fd1d43928940009429cdead"},{"path":"mergekit_config.yml","role":"support","sizeBytes":246,"sha256":"sha256:87748d38cab4d4c5ea742265fd64e9ad4174d566bc00479daded6a69cb4f4f5c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a7efc5675e4ba71e27241fc4d53095772e9ae4158fbe7700d08d7a6cead8e4c1"},{"path":"model-00001-of-00009.safetensors","role":"weight","sizeBytes":1089994880,"sha256":"sha256:efbab060d365e9086ef360232fa47f24c433ad10dfa2bb98c662d006e79cc1bf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c056462e6cdb04109f25d11eec81f35559de3970dd9eca38dc8334ba25e4a88e"},{"path":"model-00002-of-00009.safetensors","role":"weight","sizeBytes":1992867304,"sha256":"sha256:ed67ba9ac8f1d782ece7a8c747f844d4e1fcd7909f007322a6ab3aa81a02a67e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f3fcdb1d9c92afcb1ba0096727393cda46881a5f748b2be7630da668aafdf727"},{"path":"model-00003-of-00009.safetensors","role":"weight","sizeBytes":1893836600,"sha256":"sha256:4f946c87a0c0f8d6450bf542b7b43d54381090edad4575cc9a40436570cc7246","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d62e410acc9a34b2f66197ace6bddcbf3659aece63b97eb53295fb954b4b2798"},{"path":"model-00004-of-00009.safetensors","role":"weight","sizeBytes":1864467840,"sha256":"sha256:51083cd8d142a42d5f29c82fa89ebba268e0fdd28f00c4ecd684296d5ea5176a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a771b91f6615514adf7c91183a6fe87183dd326f2c5db38750cc3b84a8e7ddc5"},{"path":"model-00005-of-00009.safetensors","role":"weight","sizeBytes":1864467832,"sha256":"sha256:2f16de872a95e6a05b3ef4c74b31f8d41c4693434221dff8a3b1254c216c23fa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:07793be76fcf21894bdaebddda8ad16f61bb26d56917d8a481a730c6b48d5edf"},{"path":"model-00006-of-00009.safetensors","role":"weight","sizeBytes":1864467840,"sha256":"sha256:72a09ceb00ae80f3c66360ed40158755d8eefaa5704eda12a3d28558c2f95708","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:79fd80e01683cf4a9c8a671fac671b3262802d906e69898d8da2162e10b4be88"},{"path":"model-00007-of-00009.safetensors","role":"weight","sizeBytes":1864467832,"sha256":"sha256:725e7ad125d9d2fe2a8bea5da826111e8f8f1c2b4b7ef83b1a24ceb18120ded4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1fb3a6d379c3fc1228faebf892f57f7fb92d24f8b0e1df661348619b237960ca"},{"path":"model-00008-of-00009.safetensors","role":"weight","sizeBytes":1864467792,"sha256":"sha256:8e3f80467536edcef8d533fba50f190d47ac5e435d5b2f8e1953c16b3646b3d7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d96810c13f8a343b85519620c78a146c6af92da708c7d806b06e17168aeadcf8"},{"path":"model-00009-of-00009.safetensors","role":"weight","sizeBytes":932233872,"sha256":"sha256:81666fe4c9d4b013963ab30cf490eba16ab405e5b30d362b07a361cec0566641","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:02f1cd82e502b5a4f9e91e047fd2faad96beb81bb0e7f90ed82f805b1d5bcaf2"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":27784,"sha256":"sha256:11839d25ae843a9096f2b3810bb5f5f18a0b6456d0dc01d4fdf066d99f6d0f00","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:81b8dd5d525b90efd878f2fa950b2159837e5ea8970008fb7fc63ec6fcc899b3"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":7031645,"sha256":"sha256:c0382117ea329cdf097041132f6d735924b697924d6f6fc3945713e96ce87539","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2f65f81a75d88384a53d9034bbdb88c934ab85ae87f348322ca9744fdd642984"},{"path":"tokenizer_config.json","role":"config","sizeBytes":7228,"sha256":"sha256:c91efca15ceff6e9ee9424db58a6f59cd41294e550a86cbd07e3c1fb500b34f9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1ce9f23fc92795334e45a56a760031c0a32092e84740e38009da5f26a9471208"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e2e7f341fb12edd14bbfd468640b994e8c81f85d5b9edea58c7bae5d018266a0","representationDigest":"sha256:ad8a987dcf3b0ca3a829533ae2eb0f9c0739934c17230fc9d904cd4a41a4b2ec","evidenceSnapshotDigest":"sha256:622b6f2ee34b4264fd616ca6907f280bf1d0a38545da5688668da66e46cf2a53","evaluatedAt":"2026-09-03T03:26:58.958Z","authorityVersion":"sha256:765a026696540e5a68374cffecd918177db8a9752e9ddcc2c2e3d3fa16d32866","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":16,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":19,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T04:30:57.369Z","evidence_url":"/api/manifests/hf-model-specialv-vims2-7b"}},"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":19,"publicDownloadableFileCount":16,"externalFileCount":19,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":15238775663,"label":"14.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":90,"upstreamStars":1,"label":"90 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":"specialv/Vims2-7B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"16/19 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: specialv/Vims2-7B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 16/19 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":16,"externalFiles":3,"totalFiles":19},"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-specialv-vims2-7b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"specialv/Vims2-7B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T04:30:57.369Z","evidence_url":"/api/manifests/hf-model-specialv-vims2-7b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-specialv-vims2-7b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-specialv-vims2-7b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/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":"specialv/Vims2-7B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"16/19 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: specialv/Vims2-7B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 16/19 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":16,"externalFiles":3,"totalFiles":19},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-specialv-vims2-7b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-specialv-vims2-7b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/distribution"},"supportedClaims":["specialv/Vims2-7B has 0 self-reported, unqualified Hugging Bay community reviews.","specialv/Vims2-7B has 0 self-reported run claims; none qualify verification during limited availability.","specialv/Vims2-7B 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-specialv-vims2-7b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-specialv-vims2-7b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-specialv-vims2-7b/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."}}