{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-27T01:56:08.210Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-twnlp-chineseerrorcorrector3-4b","repo":"twnlp/ChineseErrorCorrector3-4B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":8049478034,"readinessCheckedAt":"2026-10-27T01:14:50.369Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":8049478034,"readinessCheckedAt":"2026-10-27T01:14:50.369Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-twnlp-chineseerrorcorrector3-4b","owner":"twnlp","name":"ChineseErrorCorrector3-4B","repo":"twnlp/ChineseErrorCorrector3-4B","type":"llm","summary":"Model from Hugging Face for text generation: twnlp/ChineseErrorCorrector3-4B · 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":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen3-4B"},{"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":"Qwen/Qwen3-4B","field":"baseModel"}],"parameters":null,"size":{"bytes":8060936850,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"twnlp","sourceUrl":"https://huggingface.co/twnlp/ChineseErrorCorrector3-4B","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen3","text-generation","text-correction","cgec","csc","conversational","zh","arxiv:2606.00020","arxiv:2511.17562","base_model:qwen/qwen3-4b","base_model:finetune:qwen/qwen3-4b","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm","qwen/qwen3-4b"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jinja","txt","safetensors","py"],"baseModel":"Qwen/Qwen3-4B","derivedFrom":"Qwen/Qwen3-4B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2606.00020","2511.17562"],"repoType":"model","baseModel":"Qwen/Qwen3-4B","languages":["zh"],"sourceUrl":"https://huggingface.co/twnlp/ChineseErrorCorrector3-4B","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model zh qwen/qwen3-4b safetensors","semanticTerms":["text-generation","transformers","llm","model","zh","qwen/qwen3-4b","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":3996},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4168},{"lfs":false,"path":"config.json","sizeBytes":728},{"lfs":false,"path":"generation_config.json","sizeBytes":214},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4967215360},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":3077766632},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32819},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":5431},{"lfs":false,"path":"vocab.json","sizeBytes":2776833},{"lfs":false,"path":"zero_to_fp32.py","sizeBytes":33272}],"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":8060936850,"sizeKnown":true,"sizeLabel":"7.5 GB","sizeReason":"","declaredSizeBytes":8060936850,"defaultDownloadBytes":8044981992,"mirrorCount":1,"downloadCount":517,"stars":19,"citations":0,"updatedAt":"2026-08-29T19:49:17.523Z","createdAt":"2026-06-30T02:20:15.496Z","version":"hf-main","upstream":{"gated":false,"repoId":"twnlp/ChineseErrorCorrector3-4B","private":false,"repoUrl":"https://huggingface.co/twnlp/ChineseErrorCorrector3-4B","disabled":false,"provider":"huggingface","repoType":"model","revision":"e6d757fa285d66b5bd7faa97f93d085dbb51aee4","fetchedAt":"2026-08-29T15:13:34.947Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T19:49:17.523Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":10,"mirroredBytes":8049478034,"mirroredFiles":10,"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_ad1c761217b5cf6cd8cc30d08c702564a3f90cf5922b05db049d257cb6f7988d","artifactId":"hf-model-twnlp-chineseerrorcorrector3-4b","representationId":"rep-b5c3bbc2cc27d26d1495595f2bfaee882af452919b037c3812543244482c1e03","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-b5c3bbc2cc27d26d1495595f2bfaee882af452919b037c3812543244482c1e03","artifactId":"hf-model-twnlp-chineseerrorcorrector3-4b","format":"safetensors","source":{"provider":"huggingface","identity":"twnlp/ChineseErrorCorrector3-4B","revision":"e6d757fa285d66b5bd7faa97f93d085dbb51aee4","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":3996,"sha256":"sha256:6009611acf54b3cf3c279549d9578d12a0ee4486221f9e4f565b8aa3939284f0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:661cb972da3e1471c134a6d5c535fea705527bad62bf29ec35e5092c4f199919"},{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d08862617b717ea65befd51cfc9ac150a6af81050eb40c0cd85053d504fb079b"},{"path":"chat_template.jinja","role":"template","sizeBytes":4168,"sha256":"sha256:a55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b2cfab69edd5f77e9fa6540bd11ca247526c1b0619ce4faca6625f78e894ab74"},{"path":"config.json","role":"config","sizeBytes":728,"sha256":"sha256:4ffa4ed0bdd7c425a2aefb33533044fcfcb9f30e665ec4158c06db22560ca2f7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:42d9c34a7c6e0b8fc0b8ef2555e9792fbe3ad25200a613e9287427695bfeab61"},{"path":"generation_config.json","role":"config","sizeBytes":214,"sha256":"sha256:787409d8b23543ca6a24affbca01de9251ec48e5b0f268911ca92daabde329bf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4217108f38b79f66a5ce006a3f51ff06f97aa8898e2cb64e733eb68b33f61bd4"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8d763ad97f2f667888474bd7d78b56ac133eb89814e3e796f8559b87cf2eb64b"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4967215360,"sha256":"sha256:28acad4933be8d1d44a8ff3dcc1f2acce3ed9043a36bf9feb32c10af2fe97dc6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:86a07e7fee1d1ad43d33a42b8609318a50c75146a6ed8d9fd63aae0554c8e3d3"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":3077766632,"sha256":"sha256:df435b82d09456f24bb55f6e3b1be091a1af1bc970799ac07aea23686af6dd7a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:eb9242511c8097d51234e2b2f35077480600b61c9928a01dde57523585fbaab0"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32819,"sha256":"sha256:e36bba5af4706cfd22ecf7eedb5fd8f4d2559b92f2414b932651b9ed6495921a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ac8b7f9b1076350d20cb5dbf2a2855be4e975d1d11e9cb33461320d6782bc73a"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c1ff6166afe03246244c25e85eb1e95c3b245a8c0e75a2034bd95660ef10da23"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bc5fdf5d31fd5a8d5e2157ce795358f1f6f2bd3bd7132dd3b69b2326e0e1b0ea"},{"path":"tokenizer_config.json","role":"config","sizeBytes":5431,"sha256":"sha256:cd5c1909da4950a610a9e3a6cb6763cff0381d91c6f0838855db8d5ae83d6c9f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d5445d2651e7573b95155a9557c1c9bd23692e55dfe7414bcfa3be8e1f1e7bab"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3d66db31c09b3cc48f64a4221a5ef5b529f2c9a342acd973a43c32d87afb68d2"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c487fd73ec015ffb053930b5503163c08e53145697c3030bd9f4d6f0a74b888e","representationDigest":"sha256:e017e2790253495ca43f288a9c023d4ecd46802ebf9450fb4c6fb68c29477412","evidenceSnapshotDigest":"sha256:4e16f32751e85a7df6a23aef05473d90f18d00878ce9cbd91d1ac285c6a61385","evaluatedAt":"2026-08-29T19:49:18.059Z","authorityVersion":"sha256:1447d88a3a86ff1602ce776878ba65c4d344e955b3e7f83630084c1b53116812","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":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T01:14:50.369Z","evidence_url":"/api/manifests/hf-model-twnlp-chineseerrorcorrector3-4b"}},"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":12,"publicDownloadableFileCount":10,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":8060936850,"label":"7.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":517,"upstreamStars":19,"label":"517 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":"twnlp/ChineseErrorCorrector3-4B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/12 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: twnlp/ChineseErrorCorrector3-4B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":2,"totalFiles":12},"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-twnlp-chineseerrorcorrector3-4b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"twnlp/ChineseErrorCorrector3-4B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-27T01:14:50.369Z","evidence_url":"/api/manifests/hf-model-twnlp-chineseerrorcorrector3-4b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-twnlp-chineseerrorcorrector3-4b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-twnlp-chineseerrorcorrector3-4b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/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":"twnlp/ChineseErrorCorrector3-4B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/12 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: twnlp/ChineseErrorCorrector3-4B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":2,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-twnlp-chineseerrorcorrector3-4b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-twnlp-chineseerrorcorrector3-4b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/distribution"},"supportedClaims":["twnlp/ChineseErrorCorrector3-4B has 0 self-reported, unqualified Hugging Bay community reviews.","twnlp/ChineseErrorCorrector3-4B has 0 self-reported run claims; none qualify verification during limited availability.","twnlp/ChineseErrorCorrector3-4B 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-twnlp-chineseerrorcorrector3-4b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-twnlp-chineseerrorcorrector3-4b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-twnlp-chineseerrorcorrector3-4b/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."}}