{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T13:07:49.479Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf","repo":"mradermacher/astrollama-2-7b-base_abstract-GGUF","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T12:27:17.343Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T12:27:17.343Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf","owner":"mradermacher","name":"astrollama-2-7b-base_abstract-GGUF","repo":"mradermacher/astrollama-2-7b-base_abstract-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/astrollama-2-7b-base_abstract-GGUF · transformers","cardDescription":"Generates text by continuing a prompt.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"AstroMLab/astrollama-2-7b-base_abstract"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"AstroMLab/astrollama-2-7b-base_abstract","field":"baseModel"}],"parameters":null,"size":{"bytes":59564804994,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","mit","transformers","gguf","llama-2","astronomy","astrophysics","arxiv","en","base_model:astromlab/astrollama-2-7b-base_abstract","base_model:quantized:astromlab/astrollama-2-7b-base_abstract","license:mit","endpoints_compatible","region:us","llm","astromlab/astrollama-2-7b-base_abstract"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf"],"baseModel":"AstroMLab/astrollama-2-7b-base_abstract","derivedFrom":"AstroMLab/astrollama-2-7b-base_abstract","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"AstroMLab/astrollama-2-7b-base_abstract","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","language","library_name","license","quantized_by","tags"],"semanticText":"transformers llm model en astromlab/astrollama-2-7b-base_abstract gguf","semanticTerms":["transformers","llm","model","en","astromlab/astrollama-2-7b-base_abstract","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2446},{"lfs":false,"path":"README.md","sizeBytes":3828},{"lfs":true,"path":"astrollama-2-7b-base_abstract.IQ4_XS.gguf","sizeBytes":3647517760},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q2_K.gguf","sizeBytes":2532865088},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q3_K_L.gguf","sizeBytes":3597112384},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q3_K_M.gguf","sizeBytes":3298006080},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q3_K_S.gguf","sizeBytes":2948305984},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q4_K_M.gguf","sizeBytes":4081005632},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q4_K_S.gguf","sizeBytes":3856741440},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q5_K_M.gguf","sizeBytes":4783158336},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q5_K_S.gguf","sizeBytes":4651693120},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q6_K.gguf","sizeBytes":5529195584},{"lfs":true,"path":"astrollama-2-7b-base_abstract.Q8_0.gguf","sizeBytes":7161091136},{"lfs":true,"path":"astrollama-2-7b-base_abstract.f16.gguf","sizeBytes":13478106176}],"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":59564804994,"sizeKnown":true,"sizeLabel":"55.5 GB","sizeReason":"","declaredSizeBytes":59564804994,"defaultDownloadBytes":4081005632,"mirrorCount":1,"downloadCount":21,"stars":0,"citations":0,"updatedAt":"2026-08-28T18:35:52.993Z","createdAt":"2026-06-30T19:29:24.911Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/astrollama-2-7b-base_abstract-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"ffa37b65b87514da0e53e330141655c133db9cd8","fetchedAt":"2026-08-28T18:29:18.619Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"blocked","mirroredAt":"2026-08-28T18:35:52.993Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_dd7e99a1876a004fcf0965a8c3c389a9614af556a81ee039747d9adac6003f95","artifactId":"hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf","representationId":"rep-03ef19bf9034efdf549d8f35dd289191320921e3faf4233ac23faa5597269de0","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-03ef19bf9034efdf549d8f35dd289191320921e3faf4233ac23faa5597269de0","artifactId":"hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/astrollama-2-7b-base_abstract-GGUF","revision":"ffa37b65b87514da0e53e330141655c133db9cd8","immutable":true},"files":[{"path":"astrollama-2-7b-base_abstract.Q4_K_M.gguf","role":"weight","sizeBytes":4081005632,"sha256":"sha256:ca9cd17f03e0433c88c7eb3038800656f72cf19707aafaf03dc59c45a2b56897","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b849a4d2397c022854e6171cd9f13176f1dfb66af48bdca99d7d3c84e3ab0684"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e4f85f283d667e12f17aa97df6dfd6d89372085610867641a5f98f07cca702cc","representationDigest":"sha256:08c7f6d76cb1002b49d86639b21462d9244acce3f5825bb1a8b4f054ffb376eb","evidenceSnapshotDigest":"sha256:1bfc50811ac8e602652eb4c3f27200908984a8f38a466ecdcad2e29a3756b876","evaluatedAt":"2026-08-28T18:35:53.081Z","authorityVersion":"sha256:e9d68bd4b51b6053b7d88789e240aad6f65cd51a6612f62603cbfa2c09f6c015","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":"2026-11-01T12:27:17.343Z","evidence_url":"/api/manifests/hf-model-mradermacher-astrollama-2-7b-base-abstract-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":"blocked","hosted":false,"fileCount":14,"publicDownloadableFileCount":0,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":59564804994,"label":"55.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21,"upstreamStars":0,"label":"21 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/astrollama-2-7b-base_abstract-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: mradermacher/astrollama-2-7b-base_abstract-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":14,"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-astrollama-2-7b-base-abstract-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/astrollama-2-7b-base_abstract-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T12:27:17.343Z","evidence_url":"/api/manifests/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/astrollama-2-7b-base_abstract-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: mit","Provenance: mradermacher/astrollama-2-7b-base_abstract-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":14,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/distribution"},"supportedClaims":["mradermacher/astrollama-2-7b-base_abstract-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/astrollama-2-7b-base_abstract-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/astrollama-2-7b-base_abstract-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-astrollama-2-7b-base-abstract-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-astrollama-2-7b-base-abstract-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-astrollama-2-7b-base-abstract-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."}}