{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T04:19:06.679Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit","repo":"ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-3bit","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":13,"mirroredBytes":30440797109,"readinessCheckedAt":"2026-10-31T04:02:28.743Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":13,"mirroredBytes":30440797109,"readinessCheckedAt":"2026-10-31T04:02:28.743Z","readinessSource":"file-check","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit","owner":"ISTA-DASLab","name":"Llama-3.3-70B-Instruct-HIGGS-3bit","repo":"ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-3bit","type":"llm","summary":"Model from Hugging Face for text generation: ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-3bit · 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":30440803853,"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","conversational","arxiv:1910.09700","text-generation-inference","endpoints_compatible","3-bit","higgs","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":["1910.09700"],"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":1570},{"lfs":false,"path":"README.md","sizeBytes":5174},{"lfs":false,"path":"config.json","sizeBytes":1160},{"lfs":false,"path":"generation_config.json","sizeBytes":189},{"lfs":true,"path":"model-00001-of-00007.safetensors","sizeBytes":4973251544},{"lfs":true,"path":"model-00002-of-00007.safetensors","sizeBytes":4913814060},{"lfs":true,"path":"model-00003-of-00007.safetensors","sizeBytes":4913814100},{"lfs":true,"path":"model-00004-of-00007.safetensors","sizeBytes":4913814100},{"lfs":true,"path":"model-00005-of-00007.safetensors","sizeBytes":4913814100},{"lfs":true,"path":"model-00006-of-00007.safetensors","sizeBytes":3693429188},{"lfs":true,"path":"model-00007-of-00007.safetensors","sizeBytes":2101346432},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":246437},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":454},{"lfs":true,"path":"tokenizer.json","sizeBytes":17209920},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":55425}],"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":30440803853,"sizeKnown":true,"sizeLabel":"28.4 GB","sizeReason":"","declaredSizeBytes":30440803853,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":16,"stars":0,"citations":0,"updatedAt":"2026-09-19T18:39:48.617Z","createdAt":"2026-09-19T17:13:06.457Z","version":"hf-main","upstream":{"gated":false,"repoId":"ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-3bit","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"da6219c06027f3903a34eef57e8f5953e720f1ab","fetchedAt":"2026-09-19T17:13:06.450Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-19T18:39:48.617Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":13,"mirroredBytes":30440797109,"mirroredFiles":13,"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_58e2250ae74affda7745147c330358832967580b2984cbba0c817949f8c8bad4","artifactId":"hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit","representationId":"rep-79cac5223fc02c1939466305a3c25f162c912377113864a48e4c987128b7a66c","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-79cac5223fc02c1939466305a3c25f162c912377113864a48e4c987128b7a66c","artifactId":"hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit","format":"safetensors","source":{"provider":"huggingface","identity":"ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-3bit","revision":"da6219c06027f3903a34eef57e8f5953e720f1ab","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1160,"sha256":"sha256:28509a6d43c36aaabd83338eb2a1daa4df9f220140e30f2791dcb48c5884a4a0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c1abb96b1782928a366cbebe4b31da281c139d53d2f33472fd056730fe0ccab4"},{"path":"generation_config.json","role":"config","sizeBytes":189,"sha256":"sha256:2fff3b8b523fc0b5aeb23d62d093f31c4576a7282b74179d864da0653eef4ffa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9080e66ccce714a21fb9c7b37311467c04bc4b11bd9efda677294365001dc417"},{"path":"model-00001-of-00007.safetensors","role":"weight","sizeBytes":4973251544,"sha256":"sha256:37e9984ceae5251a68b10471067cbb4f694ac5addcfbf2afbdb651a7a5900c07","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f4e5422cfb6c3d32bb0d26c92cf086a866062ea6393953f20bc3f1bf32a9ec1d"},{"path":"model-00002-of-00007.safetensors","role":"weight","sizeBytes":4913814060,"sha256":"sha256:bba925f277e4566cf67199f4f131279e701f31963905cce71fad08bce9893692","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:78408c69f6b8d1c710019fa2e40070cedb52a5009fb59e50e6ea8b6153ceb293"},{"path":"model-00003-of-00007.safetensors","role":"weight","sizeBytes":4913814100,"sha256":"sha256:c4f452e11826710a1f1c8dfbebc8d77f405ffc228fb1fa286fdc18ec16742249","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4e5918de0a07630199d12808b8b655f84cdcd3947939182907539841dd426401"},{"path":"model-00004-of-00007.safetensors","role":"weight","sizeBytes":4913814100,"sha256":"sha256:0561b642715b9673c16a7785f98048b3c9fa1cbd38210986b8853bb82cef520f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:154040e71d76590c67a4a6c57bcda08e4f248a2e2aa44c7bfdc52d90fa229c5e"},{"path":"model-00005-of-00007.safetensors","role":"weight","sizeBytes":4913814100,"sha256":"sha256:e3f623a9a39fa832710ed9be87b6633bcc17e709c9092314f67c29770e9688d3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2f49bac14d3fa3aa1bcb8940ed1bd0b30fdae5ce8212c57962a4fdb5527b9ada"},{"path":"model-00006-of-00007.safetensors","role":"weight","sizeBytes":3693429188,"sha256":"sha256:e4eb439426431a683635bd444cee9fb2ff97a2fddc6c879f56e7499534eafdba","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bb2e277b761a0ea1d153745177e411e561b66e2542aecba6aaff71e7910e4142"},{"path":"model-00007-of-00007.safetensors","role":"weight","sizeBytes":2101346432,"sha256":"sha256:0349dd5ce2807e440204d54df109b7540c0b90fc9a450097d47ccde5de358c7a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8f1c68716803a48fc921d8d0c81999b6cafbcd0ed6b47737f09d72d1a9cbc697"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":246437,"sha256":"sha256:f7d876ba4f853c98fcaa4b51735704bdb81e1118b7c452ea8f23a2b42544c67a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5c9e72fba8d591f7cf14d9103793c37fe9ee38a8889bd006998102305aeb8414"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":454,"sha256":"sha256:94e708c3f5e64acf85bbe5ad01467a1248faadb73e83b41793087ecced586e8f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:73717149ad82e96ac8ea605e5f9ab575eb5d80c363215d71749d0f2e889b9169"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17209920,"sha256":"sha256:6b9e4e7fb171f92fd137b777cc2714bf87d11576700a1dcd7a399e7bbe39537b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:000742fc0899a96b6c964cb776b0b7810faadf4c814a577cd726acdbf269a527"},{"path":"tokenizer_config.json","role":"config","sizeBytes":55425,"sha256":"sha256:5c756ad6048c884974a331963ae3c3e1624b548a11174dadda02a69041c87352","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:16a09dee4c6437b6346b503e458a12bdac6b596b93e036dd81979a9266dd1474"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a5de92ff28fc0198d64f43d73a8409fd5237001b840a1958b56e986475f70c73","representationDigest":"sha256:4215f2453b941146b5e4897b24ee9d9e4be955ef8896fa76c204eab48d3cff8d","evidenceSnapshotDigest":"sha256:3aee86faa74cb7b895a4a4ccfb56dfd8615d7c895df27badfbc1416f27caa0cd","evaluatedAt":"2026-09-19T18:39:58.365Z","authorityVersion":"sha256:b7d21c9727c7a7bafb2f2286aee5e5f99de0e6ad6e3840599a9de1f8cafd4325","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":13,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":15,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T04:02:28.743Z","evidence_url":"/api/manifests/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit"}},"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":15,"publicDownloadableFileCount":13,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":30440803853,"label":"28.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":16,"upstreamStars":0,"label":"16 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-3.3-70B-Instruct-HIGGS-3bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/15 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-3.3-70B-Instruct-HIGGS-3bit","Hosted files: 13/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":2,"totalFiles":15},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/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-3.3-70B-Instruct-HIGGS-3bit"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T04:02:28.743Z","evidence_url":"/api/manifests/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/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-3.3-70B-Instruct-HIGGS-3bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/15 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-3.3-70B-Instruct-HIGGS-3bit","Hosted files: 13/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":2,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/distribution"},"supportedClaims":["ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-3bit has 0 self-reported, unqualified Hugging Bay community reviews.","ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-3bit has 0 self-reported run claims; none qualify verification during limited availability.","ISTA-DASLab/Llama-3.3-70B-Instruct-HIGGS-3bit 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-3-3-70b-instruct-higgs-3bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ista-daslab-llama-3-3-70b-instruct-higgs-3bit/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."}}