{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T22:25:30.557Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf","repo":"ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":2150309674,"readinessCheckedAt":"2026-11-01T20:05:45.355Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":2150309674,"readinessCheckedAt":"2026-11-01T20:05:45.355Z","readinessSource":"projection","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf","owner":"ISTA-DASLab","name":"Llama-2-7b-AQLM-PV-2Bit-2x8-hf","repo":"ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf","type":"llm","summary":"Model from Hugging Face for text generation: ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf · 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":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":2150812729,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ISTA-DASLab","sourceUrl":"","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","unknown","transformers","safetensors","llama","text-generation","facebook","meta","llama-2","conversational","text-generation-inference","arxiv:2405.14852","arxiv:2401.06118","endpoints_compatible","8-bit","aqlm","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":["2405.14852","2401.06118"],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["library_name","tags"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1813},{"lfs":false,"path":"config.json","sizeBytes":4302},{"lfs":false,"path":"generation_config.json","sizeBytes":111},{"lfs":true,"path":"model.safetensors","sizeBytes":2148461304},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":414},{"lfs":false,"path":"tokenizer.json","sizeBytes":1842767},{"lfs":true,"path":"tokenizer.model","sizeBytes":499723},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":776}],"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":2150812729,"sizeKnown":true,"sizeLabel":"2.0 GB","sizeReason":"","declaredSizeBytes":2150812729,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":126,"stars":0,"citations":0,"updatedAt":"2026-09-19T08:26:02.607Z","createdAt":"2026-09-19T08:23:41.049Z","version":"hf-main","upstream":{"gated":false,"repoId":"ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"8698971ddf486451f9930d46360e4aa4c51dde86","fetchedAt":"2026-09-19T08:23:41.044Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-19T08:26:02.607Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":6,"mirroredBytes":2150309674,"mirroredFiles":6,"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_e4fb49504785bfb20842677a02866053f6be2efdfec57ca06748d2d0ce6b2ded","artifactId":"hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf","representationId":"rep-01473f613e330f8db1be7d7cda9a3de08613e51c79b9dcd295c21b1cf2bba99d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-01473f613e330f8db1be7d7cda9a3de08613e51c79b9dcd295c21b1cf2bba99d","artifactId":"hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf","format":"safetensors","source":{"provider":"huggingface","identity":"ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf","revision":"8698971ddf486451f9930d46360e4aa4c51dde86","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":4302,"sha256":"sha256:b80f377533df15d2151d980e066d7e17472974127773136306da115b9ee7980e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ce9fa6077fb6c4825c76d1be5b6ce476a94cd22538d88ddf1616b9adc30aa337"},{"path":"generation_config.json","role":"config","sizeBytes":111,"sha256":"sha256:bea13ed11ef2fbb7fc97f60eba5b90051e1d4d62064e666ff746936aeb060ad6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:511fe1c7e49f63f1741efaf508ddcf91e1fc57243f053e72a395ba16d5957cd6"},{"path":"model.safetensors","role":"weight","sizeBytes":2148461304,"sha256":"sha256:72970c87f2fd662cc9cb509efc29a66137db9302e8a03b834570cea69c5305d2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2b5112fdb6b75901890d0e0af9aebb6c2df0d03a4070eb45ecd8129a2cf371cb"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":414,"sha256":"sha256:6fa06efa2785e450051989a6f8fb4416b10149ded485ddd3f127a40734f5cfd0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f6ba78a4e9c7da340ebbbf5712e49a4e7a981133eed9a5780b595ea665b48e62"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1842767,"sha256":"sha256:bcd04f0eadf90287bd26e1a183ac487d8a141b09b06aecb7725bbdd343640f2e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ee1ba563453c34f49fec22de940be84021630f71348c5ce7ae38e436da27de62"},{"path":"tokenizer_config.json","role":"config","sizeBytes":776,"sha256":"sha256:f514e7c3008881b6ba7e6a0cdb44c71ce47dc335920dac143ae7bc788197e53a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8f20c40a161ee2f6cda68d164f94a13ff2694a1a3b718cf03360756b880e9acb"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:f76665d6546201f9a2ce9a828e7e1d5a60cbe5e1905a1f27b4b6d43413d35e09","representationDigest":"sha256:6cbb29359c2feada36952644de51db74276afb2dcf13e812c74d3f576692aaf7","evidenceSnapshotDigest":"sha256:e43fa5581e9c9cb2a71a819fa3db40aeee297feeeaac03801cd02b120a2d1197","evaluatedAt":"2026-09-19T08:26:03.438Z","authorityVersion":"sha256:fb24becf0ad6ceefa159c8d981d3a1cd7f76baf4aae41cf7b7f905005c08ffe4","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T20:05:45.355Z","evidence_url":"/api/manifests/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf"}},"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":9,"publicDownloadableFileCount":6,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2150812729,"label":"2.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":126,"upstreamStars":0,"label":"126 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":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/9 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf","Hosted files: 6/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":3,"totalFiles":9},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T20:05:45.355Z","evidence_url":"/api/manifests/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/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":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/9 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf","Hosted files: 6/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":3,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/distribution"},"supportedClaims":["ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf has 0 self-reported, unqualified Hugging Bay community reviews.","ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf has 0 self-reported run claims; none qualify verification during limited availability.","ISTA-DASLab/Llama-2-7b-AQLM-PV-2Bit-2x8-hf 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-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-2-7b-aqlm-pv-2bit-2x8-hf/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."}}