{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T17:46:22.552Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit","repo":"TokenRhythm/NeoHorse-1-4B-MLX-4bit","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2387249573,"readinessCheckedAt":"2026-10-30T17:44:51.332Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":2387249573,"readinessCheckedAt":"2026-10-30T17:44:51.332Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit","owner":"TokenRhythm","name":"NeoHorse-1-4B-MLX-4bit","repo":"TokenRhythm/NeoHorse-1-4B-MLX-4bit","type":"llm","summary":"Model from Hugging Face for text generation: TokenRhythm/NeoHorse-1-4B-MLX-4bit · mlx","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":"baseModel","value":"TokenRhythm/NeoHorse-1-4B"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"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":"TokenRhythm/NeoHorse-1-4B","field":"baseModel"}],"parameters":null,"size":{"bytes":2387358657,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"TokenRhythm","sourceUrl":"https://huggingface.co/TokenRhythm/NeoHorse-1-4B-MLX-4bit","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3_5","agentic","tool-use","coding","reasoning","instruction-following","4-bit","text-generation","conversational","arxiv:2609.08183","base_model:tokenrhythm/neohorse-1-4b","base_model:quantized:tokenrhythm/neohorse-1-4b","license:apache-2.0","region:us","llm","tokenrhythm/neohorse-1-4b"],"task":"text-generation","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","jinja","json","safetensors"],"baseModel":"TokenRhythm/NeoHorse-1-4B","derivedFrom":"TokenRhythm/NeoHorse-1-4B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2609.08183"],"repoType":"model","baseModel":"TokenRhythm/NeoHorse-1-4B","languages":[],"sourceUrl":"https://huggingface.co/TokenRhythm/NeoHorse-1-4B-MLX-4bit","evalResults":[],"libraryName":"mlx","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation mlx llm model tokenrhythm/neohorse-1-4b safetensors agentic instruction-following","semanticTerms":["text-generation","mlx","llm","model","tokenrhythm/neohorse-1-4b","safetensors","agentic","instruction-following"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"LICENSE","sizeBytes":11770},{"lfs":false,"path":"README.md","sizeBytes":26506},{"lfs":false,"path":"chat_template.jinja","sizeBytes":7756},{"lfs":false,"path":"config.json","sizeBytes":2361},{"lfs":false,"path":"generation_config.json","sizeBytes":51},{"lfs":true,"path":"model.safetensors","sizeBytes":2367237149},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":81008},{"lfs":true,"path":"tokenizer.json","sizeBytes":19989325},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1161}],"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":2387358657,"sizeKnown":true,"sizeLabel":"2.2 GB","sizeReason":"","declaredSizeBytes":2387358657,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":503,"stars":3,"citations":0,"updatedAt":"2026-09-23T00:10:55.918Z","createdAt":"2026-09-23T00:06:32.411Z","version":"hf-main","upstream":{"gated":false,"repoId":"TokenRhythm/NeoHorse-1-4B-MLX-4bit","private":false,"repoUrl":"https://huggingface.co/TokenRhythm/NeoHorse-1-4B-MLX-4bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"4e68b89e49516e4121c0171805117e5782c996d1","fetchedAt":"2026-09-23T00:06:32.409Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T00:10:55.918Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":2387249573,"mirroredFiles":7,"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_e0c72b7c09db5771b522a0f5d0f56d7e96aff549a09ed4be21ad4952d88ff09b","artifactId":"hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit","representationId":"rep-5eae7689ca45844495d6d0e6800155a3e09246b28f2e098adb3a36e54260ab1a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5eae7689ca45844495d6d0e6800155a3e09246b28f2e098adb3a36e54260ab1a","artifactId":"hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit","format":"mlx","source":{"provider":"huggingface","identity":"TokenRhythm/NeoHorse-1-4B-MLX-4bit","revision":"4e68b89e49516e4121c0171805117e5782c996d1","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":11770,"sha256":"sha256:c2c9ab53cedffada40bb3d5ccf733f931fdabb3ee0759e7a7e1eb30d42112df9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1fe3ac0bcd52d7cab40e6d3ceaf93754f42c090ef61516262b9a024bb75bd856"},{"path":"chat_template.jinja","role":"template","sizeBytes":7756,"sha256":"sha256:a4aee8afcf2e0711942cf848899be66016f8d14a889ff9ede07bca099c28f715","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b6eb61091a67673ebeeaf9b8c359d6d5a627630d4c34565983daa95c983da873"},{"path":"config.json","role":"config","sizeBytes":2361,"sha256":"sha256:8f5dad270d1da4e2cdff7c316520bf9ef7b246636481ea9432d164cc37efc074","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:08ae66737c5600aa93774ae358ac27a205f612c62d57229c1bc6ee7cbbe48cc0"},{"path":"generation_config.json","role":"config","sizeBytes":51,"sha256":"sha256:dd71116d89b314d88a5b5eb8c6026c3e59bb1f571098fe09905657ad01e96d21","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6b2b7630582cd9f775aa6619688ad8bcd12b4631dcb9df8537fd8ed96c568608"},{"path":"model.safetensors","role":"weight","sizeBytes":2367237149,"sha256":"sha256:77aa6f8907e2a8afa0bda6691e0cd96acdd5243c8f7000d5ed865ba7d6461c61","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a8c6042505f2488d3eb83f856d4242f583203edffa2830d9d78c48bbb5cda703"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":19989325,"sha256":"sha256:06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cbd2816c0cb9d370e8327fd90667bda4548a8832fe3ff8404c16b37b2750b9e6"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1161,"sha256":"sha256:95c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d8f57070484bf883e1944e861368cb1231793976772cdce8fdf06d55283d0a2e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b93a499f9458b09b3a93a9b1412e75909d7d99ea97ebc3731775d6971d3a4745","representationDigest":"sha256:6468a4f855a7c19d0c9b3535b4000b20a5053d389cb11f11529dc969484ee9ee","evidenceSnapshotDigest":"sha256:6d6a041cc46ea55008a5754551a46e1d4bd3ca4d66827260a7453707269d50fc","evaluatedAt":"2026-09-23T00:10:56.186Z","authorityVersion":"sha256:aea94e8ee0e2c836de01248a902ef75d196534e5270c277addfaf8cac0435cd0","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T17:44:51.332Z","evidence_url":"/api/manifests/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit"}},"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":10,"publicDownloadableFileCount":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2387358657,"label":"2.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":503,"upstreamStars":3,"label":"503 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":"TokenRhythm/NeoHorse-1-4B-MLX-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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: TokenRhythm/NeoHorse-1-4B-MLX-4bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"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-tokenrhythm-neohorse-1-4b-mlx-4bit/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"TokenRhythm/NeoHorse-1-4B-MLX-4bit"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T17:44:51.332Z","evidence_url":"/api/manifests/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/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":"TokenRhythm/NeoHorse-1-4B-MLX-4bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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: TokenRhythm/NeoHorse-1-4B-MLX-4bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/distribution"},"supportedClaims":["TokenRhythm/NeoHorse-1-4B-MLX-4bit has 0 self-reported, unqualified Hugging Bay community reviews.","TokenRhythm/NeoHorse-1-4B-MLX-4bit has 0 self-reported run claims; none qualify verification during limited availability.","TokenRhythm/NeoHorse-1-4B-MLX-4bit 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-tokenrhythm-neohorse-1-4b-mlx-4bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-tokenrhythm-neohorse-1-4b-mlx-4bit/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."}}