{"schemaVersion":"hugging-bay.artifact-card.v1","pageFacts":{"id":"hf-model-cstr-moss-transcribe-preview-2b-gguf","repo":"cstr/MOSS-Transcribe-preview-2B-GGUF","type":"audio","purpose":"audio model for speech recognition","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://spdx.org/licenses/Apache-2.0.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"automatic-speech-recognition","label":"speech recognition"},"size":{"bytes":16640214975,"label":"16.6 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":3523263424,"hostedLabel":"3.52 GB","hostedSummary":"1 file, 3.52 GB","hostedIsSubset":true,"downloadBytes":3523263424,"downloadLabel":"3.52 GB","recommended":{"path":"moss-transcribe-preview-2b-q8_0.gguf","fileName":"moss-transcribe-preview-2b-q8_0.gguf","fileCount":1,"quant":"Q8_0","bytes":3523263424,"label":"3.52 GB (Q8_0)","variants":6,"basis":"caller-selected"},"parameters":{"totalB":2,"activeB":null,"label":"2B","activeLabel":"","source":"repo-name"},"sentence":"cstr/MOSS-Transcribe-preview-2B-GGUF has 2B parameters. Hosted here: 1 file, 3.52 GB. Full repo upstream: 16.6 GB. The recommended download, moss-transcribe-preview-2b-q8_0.gguf (Q8_0), is 3.52 GB."},"files":{"hosted":1,"total":8,"label":"1 hosted of 8 listed"},"download":{"status":"hosted","label":"Download here (1 hosted file)","url":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf/files"},"released":{"iso":"2026-09-22","label":"Sep 22, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-22","label":"Sep 22, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF","repoId":"cstr/MOSS-Transcribe-preview-2B-GGUF"},"languages":["en","zh"],"baseModel":{"ref":"OpenMOSS-Team/MOSS-Transcribe-preview-2B","url":"https://huggingface.co/OpenMOSS-Team/MOSS-Transcribe-preview-2B","resolveUrl":"https://huggingbay.xyz/resolve?q=OpenMOSS-Team%2FMOSS-Transcribe-preview-2B"},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF"],"creator":{"@type":"Organization","name":"cstr","url":"https://huggingface.co/cstr","sameAs":["https://huggingface.co/cstr"]},"scholarlyArticles":[],"scanStatus":"passed","faq":[{"id":"what-is-it","question":"What is cstr/MOSS-Transcribe-preview-2B-GGUF?","answer":"cstr/MOSS-Transcribe-preview-2B-GGUF is an audio model for speech recognition published by cstr, added to Hugging Bay Sep 22, 2026. Model from Hugging Face for automatic speech recognition: cstr/MOSS-Transcribe-preview-2B-GGUF · ggml"},{"id":"license","question":"What license does cstr/MOSS-Transcribe-preview-2B-GGUF use, and can I use it commercially?","answer":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is cstr/MOSS-Transcribe-preview-2B-GGUF?","answer":"cstr/MOSS-Transcribe-preview-2B-GGUF has 2B parameters. Hosted here: 1 file, 3.52 GB. Full repo upstream: 16.6 GB. The recommended download, moss-transcribe-preview-2b-q8_0.gguf (Q8_0), is 3.52 GB."},{"id":"download","question":"Where can I download cstr/MOSS-Transcribe-preview-2B-GGUF?","answer":"Hosted here: 1 file, 3.52 GB. Full repo upstream: 16.6 GB. The original release is at https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF."},{"id":"safety","question":"File pattern scans","answer":"Automated file-pattern scans flagged nothing; not a safety guarantee. 1 hosted file carries a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will cstr/MOSS-Transcribe-preview-2B-GGUF run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}]},"generatedAt":"2026-10-18T19:29:41.918Z","signals":{"size":{"known":true,"bytes":16640214975,"label":"15.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":880,"upstreamStars":0,"label":"880 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":"cstr/MOSS-Transcribe-preview-2B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/8 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: cstr/MOSS-Transcribe-preview-2B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":1,"externalFiles":7,"totalFiles":8},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/download-plan"}},"structuredData":{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://huggingbay.xyz/#organization","name":"Hugging Bay","url":"https://huggingbay.xyz"},{"@type":"WebSite","@id":"https://huggingbay.xyz/#website","url":"https://huggingbay.xyz","name":"Hugging Bay","description":"Open-model discovery with hosted-file inventory, hashes, source details and agent-readable catalog APIs.","publisher":{"@id":"https://huggingbay.xyz/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://huggingbay.xyz/browse?q={search_term_string}"},"query-input":"required name=search_term_string"}},{"@type":"ItemPage","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#webpage","url":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf","name":"cstr/MOSS-Transcribe-preview-2B-GGUF | Hugging Bay","description":"External Hugging Face catalog record for cstr/MOSS-Transcribe-preview-2B-GGUF. Task: automatic speech recognition. Library: ggml. Languages: en, zh. Base model: OpenMOSS-Team/MOSS-Transcribe-preview-2B. Popularity signal at import: 880 downloads and 0 likes.","image":"https://huggingbay.xyz/brand/harbor-social-card.png","isPartOf":{"@id":"https://huggingbay.xyz/#website"},"mainEntity":{"@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#artifact"}},{"@type":"BreadcrumbList","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#breadcrumbs","itemListElement":[{"@type":"ListItem","position":1,"name":"Hugging Bay","item":"https://huggingbay.xyz/"},{"@type":"ListItem","position":2,"name":"Artifacts","item":"https://huggingbay.xyz/browse"},{"@type":"ListItem","position":3,"name":"cstr/MOSS-Transcribe-preview-2B-GGUF","item":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf"}]},{"@type":["SoftwareApplication","CreativeWork"],"@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#artifact","name":"cstr/MOSS-Transcribe-preview-2B-GGUF","alternateName":"MOSS-Transcribe-preview-2B-GGUF","description":"External Hugging Face catalog record for cstr/MOSS-Transcribe-preview-2B-GGUF. Task: automatic speech recognition. Library: ggml. Languages: en, zh. Base model: OpenMOSS-Team/MOSS-Transcribe-preview-2B. Popularity signal at import: 880 downloads and 0 likes.","url":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf","identifier":"hf-model-cstr-moss-transcribe-preview-2b-gguf","additionalType":"https://huggingbay.xyz/schema/AudioModel","applicationCategory":"AI model artifact","applicationSubCategory":"automatic-speech-recognition","license":"https://spdx.org/licenses/Apache-2.0.html","keywords":"audio, automatic-speech-recognition, audio, ggml, gitattributes, md, gguf, huggingface-import, external-catalog, model, apache-2.0, ggml, gguf, audio, speech-recognition, transcription, qwen3, qwen3-omni, speech-llm, automatic-speech-recognition, en, zh, base_model:openmoss-team/moss-transcribe-preview-2b, base_model:quantized:openmoss-team/moss-transcribe-preview-2b, license:apache-2.0, region:us, openmoss-team/moss-transcribe-preview-2b","datePublished":"2026-09-22","dateModified":"2026-09-22","inLanguage":["en","zh"],"creator":{"@type":"Organization","name":"cstr"},"publisher":{"@type":"Organization","name":"cstr","url":"https://huggingface.co/cstr","sameAs":["https://huggingface.co/cstr"]},"sameAs":["https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF"],"isBasedOn":{"@type":["SoftwareApplication","CreativeWork"],"name":"OpenMOSS-Team/MOSS-Transcribe-preview-2B","url":"https://huggingface.co/OpenMOSS-Team/MOSS-Transcribe-preview-2B","sameAs":"https://huggingface.co/OpenMOSS-Team/MOSS-Transcribe-preview-2B"},"isAccessibleForFree":true,"conditionsOfAccess":"Public metadata is crawlable. Hosted downloads are available only for reviewed mirrored files listed by Hugging Bay manifests and downloadable-file APIs.","citation":["https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/card.md","https://huggingbay.xyz/api/trust-bundles/hf-model-cstr-moss-transcribe-preview-2b-gguf","https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/distribution"],"softwareVersion":"hf-main","review":[],"subjectOf":[{"@type":"DigitalDocument","name":"Hugging Bay artifact card","url":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/card","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay artifact card markdown","url":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/card.md","encodingFormat":"text/markdown"},{"@type":"DigitalDocument","name":"Hugging Bay agent bundle","url":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/agent-bundle","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-cstr-moss-transcribe-preview-2b-gguf","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay distribution document","url":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/distribution","encodingFormat":"application/json"},{"@type":"DigitalDocument","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#license-provenance-metadata","name":"License and provenance metadata","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-cstr-moss-transcribe-preview-2b-gguf","description":"cstr/MOSS-Transcribe-preview-2B-GGUF license, provenance, source scan state, and mirror eligibility metadata. Exact selected bytes complete; runtime not established."},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#trust-bundle-api","name":"Hugging Bay trust bundle API","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-cstr-moss-transcribe-preview-2b-gguf","documentation":"https://huggingbay.xyz/api/trust-bundles/hf-model-cstr-moss-transcribe-preview-2b-gguf","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#review-summary-api","name":"Hugging Bay review summary API","url":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/review-summary","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/review-summary","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#distribution-api","name":"Hugging Bay distribution API","url":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/distribution","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/distribution","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebPage","name":"Original upstream source","url":"https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF"}],"potentialAction":[{"@type":"ViewAction","name":"Inspect files","target":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf/files"}],"additionalProperty":[{"@type":"PropertyValue","name":"Declared license","value":"apache-2.0"},{"@type":"PropertyValue","name":"Pipeline","value":"automatic-speech-recognition"},{"@type":"PropertyValue","name":"Library","value":"ggml"},{"@type":"PropertyValue","name":"Base model","value":"OpenMOSS-Team/MOSS-Transcribe-preview-2B"},{"@type":"PropertyValue","name":"Task categories","value":"automatic-speech-recognition"},{"@type":"PropertyValue","name":"Languages","value":"en, zh"},{"@type":"PropertyValue","name":"File hints","value":"8 upstream file samples"},{"@type":"PropertyValue","name":"Hosting status","value":"blocked"},{"@type":"PropertyValue","name":"Hosted files","value":"0"},{"@type":"PropertyValue","name":"Listed files","value":"8"},{"@type":"PropertyValue","name":"Full repo upstream","value":"16.6 GB"},{"@type":"PropertyValue","name":"Full repo upstream in bytes","value":"16640214975","unitCode":"AD"},{"@type":"PropertyValue","name":"Recommended file","value":"3.78 MB · moss-transcribe-preview-2b-en-de.imatrix.gguf"},{"@type":"PropertyValue","name":"Recommended file size","value":"3.78 MB"},{"@type":"PropertyValue","name":"Recommended file size in bytes","value":"3784064","unitCode":"AD"},{"@type":"PropertyValue","name":"Parameter count","value":"2B"},{"@type":"PropertyValue","name":"License","value":"apache-2.0"},{"@type":"PropertyValue","name":"Upstream downloads","value":"880"},{"@type":"PropertyValue","name":"Scan status","value":"passed"},{"@type":"PropertyValue","name":"Trust score","value":"0"},{"@type":"PropertyValue","name":"Trust level","value":"metadata-checked"},{"@type":"PropertyValue","name":"Verified peer-assisted fallbacks","value":"0"},{"@type":"PropertyValue","name":"Files with reviewed peer-assisted fallbacks","value":"0"},{"@type":"PropertyValue","name":"Reviewed peer fallback file records","value":"0"},{"@type":"PropertyValue","name":"Agent bundle","value":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/agent-bundle"},{"@type":"PropertyValue","name":"Trust bundle","value":"https://huggingbay.xyz/api/trust-bundles/hf-model-cstr-moss-transcribe-preview-2b-gguf"},{"@type":"PropertyValue","name":"Download completeness state","value":"This description is temporarily unavailable."},{"@type":"PropertyValue","name":"recorded executable state","value":"complete-bytes"},{"@type":"PropertyValue","name":"recorded evidence timestamp","value":"2026-09-22T19:38:02.450Z"},{"@type":"PropertyValue","name":"Selected representation","value":"rep-a527cd887fc0e1f4658c455df938d2124736d4b9499d3480d56dc32af3a80e89"},{"@type":"PropertyValue","name":"Run fit","value":"Exact selected bytes complete; runtime not established"},{"@type":"PropertyValue","name":"Runtime footprint","value":"unknown"},{"@type":"PropertyValue","name":"Run-fit warnings","value":"No runtime compatibility or execution status claim is available until recorded evaluation is integrated."}]},{"@type":"FAQPage","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#faq","dateModified":"2026-09-22","mainEntity":[{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#faq-what-is-it","name":"What is this model?","acceptedAnswer":{"@type":"Answer","text":"cstr/MOSS-Transcribe-preview-2B-GGUF is an audio model for speech recognition published by cstr, added to Hugging Bay Sep 22, 2026. Model from Hugging Face for automatic speech recognition: cstr/MOSS-Transcribe-preview-2B-GGUF · ggml"}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#faq-license","name":"Can I use it commercially?","acceptedAnswer":{"@type":"Answer","text":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#faq-size","name":"How big is it?","acceptedAnswer":{"@type":"Answer","text":"cstr/MOSS-Transcribe-preview-2B-GGUF has 2B parameters. Hosted here: availability unknown. Full repo upstream: 16.6 GB. The recommended download, moss-transcribe-preview-2b-en-de.imatrix.gguf, is 3.78 MB."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#faq-download","name":"What can I download here?","acceptedAnswer":{"@type":"Answer","text":"No files are available to download from Hugging Bay right now. The record lists 8 files."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#faq-safety","name":"File pattern scans","acceptedAnswer":{"@type":"Answer","text":"Automated file-pattern scans flagged nothing; not a safety guarantee. No files are hosted here, so no hosted-file hashes are published. The machine-readable verdict is at /api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/safety on Hugging Bay."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf#faq-fit-unknown","name":"Will cstr/MOSS-Transcribe-preview-2B-GGUF run on my computer?","acceptedAnswer":{"@type":"Answer","text":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}}]}]},"artifactId":"hf-model-cstr-moss-transcribe-preview-2b-gguf","artifact":{"id":"hf-model-cstr-moss-transcribe-preview-2b-gguf","repo":"cstr/MOSS-Transcribe-preview-2B-GGUF","type":"audio","typeLabel":"Audio","summary":"Model from Hugging Face for automatic speech recognition: cstr/MOSS-Transcribe-preview-2B-GGUF · ggml","description":"External Hugging Face catalog record for cstr/MOSS-Transcribe-preview-2B-GGUF. Task: automatic speech recognition. Library: ggml. Languages: en, zh. Base model: OpenMOSS-Team/MOSS-Transcribe-preview-2B. Popularity signal at import: 880 downloads and 0 likes.","task":"automatic-speech-recognition","modality":"audio","framework":"ggml","formats":["gitattributes","md","gguf"],"tags":["huggingface-import","external-catalog","model","apache-2.0","ggml","gguf","audio","speech-recognition","transcription","qwen3","qwen3-omni","speech-llm","automatic-speech-recognition","en","zh","base_model:openmoss-team/moss-transcribe-preview-2b","base_model:quantized:openmoss-team/moss-transcribe-preview-2b","license:apache-2.0","region:us","openmoss-team/moss-transcribe-preview-2b"],"license":"apache-2.0","sourceUrl":"https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF","upstream":{"gated":false,"repoId":"cstr/MOSS-Transcribe-preview-2B-GGUF","private":false,"repoUrl":"https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"c6d074c6285218cbdf8c1e73b987ba975cf76545","fetchedAt":"2026-09-22T19:33:18.741Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"cardCompleteness":96,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-22T19:33:18.743Z.","Open license detected as apache-2.0."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"OpenMOSS-Team/MOSS-Transcribe-preview-2B","languages":["en","zh"],"sourceUrl":"https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF","evalResults":[],"libraryName":"ggml","pipelineTag":"automatic-speech-recognition","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"automatic-speech-recognition ggml audio model en zh openmoss-team/moss-transcribe-preview-2b gguf","semanticTerms":["automatic-speech-recognition","ggml","audio","model","en","zh","openmoss-team/moss-transcribe-preview-2b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1981},{"lfs":false,"path":"README.md","sizeBytes":6146},{"lfs":true,"path":"moss-transcribe-preview-2b-en-de.imatrix.gguf","sizeBytes":3784064},{"lfs":true,"path":"moss-transcribe-preview-2b-f16.gguf","sizeBytes":4844469120},{"lfs":true,"path":"moss-transcribe-preview-2b-q3_k-imatrix.gguf","sizeBytes":2631449536},{"lfs":true,"path":"moss-transcribe-preview-2b-q4_k-imatrix.gguf","sizeBytes":2818620352},{"lfs":true,"path":"moss-transcribe-preview-2b-q4_k.gguf","sizeBytes":2818620352},{"lfs":true,"path":"moss-transcribe-preview-2b-q8_0.gguf","sizeBytes":3523263424}],"modelIndexNames":[]},"modelCardFacts":{"source":"huggingface-cardData","repoType":"model","sourceUrl":"https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF","declaredLicense":"apache-2.0","pipelineTag":"automatic-speech-recognition","libraryName":"ggml","baseModel":"OpenMOSS-Team/MOSS-Transcribe-preview-2B","baseModels":["OpenMOSS-Team/MOSS-Transcribe-preview-2B"],"taskCategories":["automatic-speech-recognition"],"cardTags":[],"languages":["en","zh"],"datasets":[],"metrics":[],"paperIds":[],"modelIndexNames":[],"evalResults":[],"siblingSample":[{"path":".gitattributes","sizeBytes":1981,"lfs":false},{"path":"README.md","sizeBytes":6146,"lfs":false},{"path":"moss-transcribe-preview-2b-en-de.imatrix.gguf","sizeBytes":3784064,"lfs":true},{"path":"moss-transcribe-preview-2b-f16.gguf","sizeBytes":4844469120,"lfs":true},{"path":"moss-transcribe-preview-2b-q3_k-imatrix.gguf","sizeBytes":2631449536,"lfs":true},{"path":"moss-transcribe-preview-2b-q4_k-imatrix.gguf","sizeBytes":2818620352,"lfs":true},{"path":"moss-transcribe-preview-2b-q4_k.gguf","sizeBytes":2818620352,"lfs":true},{"path":"moss-transcribe-preview-2b-q8_0.gguf","sizeBytes":3523263424,"lfs":true}],"semanticTerms":["automatic-speech-recognition","ggml","audio","model","en","zh","openmoss-team/moss-transcribe-preview-2b","gguf"],"cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"coverage":{"rawKeyCount":17,"normalizedFields":7,"hasDeclaredLicense":true,"hasPipeline":true,"hasLibrary":true,"hasBaseModel":true,"hasLanguages":true,"hasDatasets":false,"hasMetrics":false,"hasPapers":false,"hasModelIndex":false,"hasEvaluationResults":false,"hasFileHints":true,"hasTaskCategories":true,"hasCardTags":false},"facts":[{"id":"declared-license","label":"Declared license","value":"apache-2.0"},{"id":"pipeline","label":"Pipeline","value":"automatic-speech-recognition"},{"id":"library","label":"Library","value":"ggml"},{"id":"base-model","label":"Base model","value":"OpenMOSS-Team/MOSS-Transcribe-preview-2B"},{"id":"task-categories","label":"Task categories","value":"automatic-speech-recognition"},{"id":"languages","label":"Languages","value":"en, zh"},{"id":"file-hints","label":"File hints","value":"8 upstream file samples"}]},"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."]},"updatedAt":"2026-09-22T19:38:02.237Z","createdAt":"2026-09-22T19:33:18.743Z","metrics":{"downloads":880,"stars":0,"citations":0,"mirrorDemand":0},"hosting":{"status":"hosted","hostedFiles":1,"externalFiles":7,"totalFiles":8,"fileInventoryAvailable":true,"completeRunnable":null,"verified":null,"downloadStatus":"hosted","sha256Files":1,"byteVerifiedAt":null,"hosted":true,"downloadReady":true,"downloadable":true,"mirroredFiles":1,"mirroredBytes":3523263424},"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."},"quality":{"score":96,"items":[{"id":"summary","label":"Summary","status":"passed"},{"id":"description","label":"Description","status":"passed"},{"id":"card-metadata","label":"Model card metadata","status":"passed"},{"id":"license","label":"License","status":"passed"},{"id":"provenance","label":"Provenance","status":"passed"},{"id":"files","label":"File inventory","status":"passed"},{"id":"hosted","label":"Hosted bytes","status":"passed"},{"id":"scan","label":"Scan result","status":"passed"},{"id":"signature","label":"Manifest signature","status":"passed"}]},"signals":{"size":{"known":true,"bytes":16640214975,"label":"15.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":880,"upstreamStars":0,"label":"880 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":"cstr/MOSS-Transcribe-preview-2B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/8 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: cstr/MOSS-Transcribe-preview-2B-GGUF","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":1,"externalFiles":7,"totalFiles":8},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/download-plan"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":1,"mirroredBytes":3523263424,"readinessCheckedAt":"2026-10-18T19:29:41.921Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":1},"previewableFiles":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-cstr-moss-transcribe-preview-2b-gguf","files":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/files?limit=100","metadata":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/metadata.json","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/distribution","compare":"https://huggingbay.xyz/api/compare?ids=hf-model-cstr-moss-transcribe-preview-2b-gguf","manifest":"https://huggingbay.xyz/api/manifests/hf-model-cstr-moss-transcribe-preview-2b-gguf","downloadRows":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-cstr-moss-transcribe-preview-2b-gguf&limit=100","downloadPlan":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/download-plan","requestMirror":null,"requestDecentralizedFallback":"https://huggingbay.xyz/api/artifacts/hf-model-cstr-moss-transcribe-preview-2b-gguf/decentralized-fallbacks","upstream":"https://huggingface.co/cstr/MOSS-Transcribe-preview-2B-GGUF"},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":1,"mirroredBytes":3523263424,"readinessCheckedAt":"2026-10-18T19:29:41.921Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":1,"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.","downloadable":true}}