{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T09:07:16.236Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf","repo":"mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":986048928,"readinessCheckedAt":"2026-11-04T08:06:37.081Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":986048928,"readinessCheckedAt":"2026-11-04T08:06:37.081Z","readinessSource":"projection","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf","owner":"mradermacher","name":"asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","repo":"mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF · 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":"low","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"ahmedheakl/asm2asm-qwen2.5-1.5b-100k-float16-attn"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"ahmedheakl/asm2asm-qwen2.5-1.5b-100k-float16-attn","field":"baseModel"}],"parameters":null,"size":{"bytes":14206908832,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mradermacher","sourceUrl":"https://huggingface.co/mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":91,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","trl","sft","generated_from_trainer","en","license:apache-2.0","endpoints_compatible","region:us","conversational","llm","ahmedheakl/asm2asm-qwen2.5-1.5b-100k-float16-attn"],"task":"general","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf"],"baseModel":"ahmedheakl/asm2asm-qwen2.5-1.5b-100k-float16-attn","derivedFrom":"ahmedheakl/asm2asm-qwen2.5-1.5b-100k-float16-attn","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"ahmedheakl/asm2asm-qwen2.5-1.5b-100k-float16-attn","languages":["en"],"sourceUrl":"https://huggingface.co/mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"","cardDataKeys":["base_model","language","library_name","license","mradermacher","quantized_by","tags"],"semanticText":"transformers llm model en ahmedheakl/asm2asm-qwen2.5-1.5b-100k-float16-attn gguf","semanticTerms":["transformers","llm","model","en","ahmedheakl/asm2asm-qwen2.5-1.5b-100k-float16-attn","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2554},{"lfs":false,"path":"README.md","sizeBytes":4134},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.IQ4_XS.gguf","sizeBytes":902183328},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q2_K.gguf","sizeBytes":676305312},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q3_K_L.gguf","sizeBytes":880163232},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q3_K_M.gguf","sizeBytes":824179104},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q3_K_S.gguf","sizeBytes":760945056},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q4_K_M.gguf","sizeBytes":986048928},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q4_K_S.gguf","sizeBytes":940312992},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q5_K_M.gguf","sizeBytes":1125050784},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q5_K_S.gguf","sizeBytes":1098729888},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q6_K.gguf","sizeBytes":1272740256},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q8_0.gguf","sizeBytes":1646573472},{"lfs":true,"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.f16.gguf","sizeBytes":3093669792}],"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":14206908832,"sizeKnown":true,"sizeLabel":"13.2 GB","sizeReason":"","declaredSizeBytes":14206908832,"defaultDownloadBytes":986048928,"mirrorCount":1,"downloadCount":25,"stars":0,"citations":0,"updatedAt":"2026-08-28T18:33:37.984Z","createdAt":"2026-06-30T19:24:02.549Z","version":"hf-main","upstream":{"gated":false,"repoId":"mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","private":false,"repoUrl":"https://huggingface.co/mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"3741970e29f81aa40a3387a02503fc55a3f1b157","fetchedAt":"2026-08-28T18:27:27.595Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-08-28T18:33:37.984Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":1,"mirroredBytes":986048928,"mirroredFiles":1,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_d02b8e972d481dcf32da64109be3e2643b16b7a840bfe4a86a24c0b03822c1a1","artifactId":"hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf","representationId":"rep-53d5c159958b437bb80efa94348a68e9e08d7e5f51b4cd10d6ca015b9ab29795","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-53d5c159958b437bb80efa94348a68e9e08d7e5f51b4cd10d6ca015b9ab29795","artifactId":"hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","revision":"3741970e29f81aa40a3387a02503fc55a3f1b157","immutable":true},"files":[{"path":"asm2asm-qwen2.5-1.5b-100k-float16-attn.Q4_K_M.gguf","role":"weight","sizeBytes":986048928,"sha256":"sha256:02fa00bfc363ebec0201d9a045c29bbc9a2f62014e5a4da2c051d58714e31aaa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:19a8b64169035b273086b2454ad93ea757e852a72d786d637cb304bef7474ace"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:132919eaa6eb14caff7783965aaf0fe9849038e267dd80090af7ba3f6c23676e","representationDigest":"sha256:a3f8d95f4bfc56a6a5918f55b55917fdddfddc8512b89bab1c625a7097fd9714","evidenceSnapshotDigest":"sha256:84a9748af4b1fab245b10e28a837fe5b8e0de252d350d5752adcbf32970bc118","evaluatedAt":"2026-08-28T18:33:40.966Z","authorityVersion":"sha256:d8828d23e8dd2fd4e7fd371bb86fbedc64433217de60c054376a3117785af19e","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":"2026-11-04T08:06:37.081Z","evidence_url":"/api/manifests/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-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":"unknown","hosted":null,"fileCount":14,"publicDownloadableFileCount":1,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":14206908832,"label":"13.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":25,"upstreamStars":0,"label":"25 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":"mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"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-asm2asm-qwen2-5-1-5b-100k-float16-attn-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/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-04T08:06:37.081Z","evidence_url":"/api/manifests/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/14 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: mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":13,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/distribution"},"supportedClaims":["mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","mradermacher/asm2asm-qwen2.5-1.5b-100k-float16-attn-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-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-asm2asm-qwen2-5-1-5b-100k-float16-attn-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."}}