{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-24T09:31:42.358Z","namespace":"bofenghuang","displayName":"bofenghuang","claimed":false,"applicationStatus":null,"stats":{"artifacts":3,"publicArtifacts":3,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":37,"totalFiles":37,"downloads":1038,"stars":42,"updatedAt":"2026-09-25T03:57:07.202Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":9,"mirroredBytes":3220710526,"readinessCheckedAt":"2026-10-24T07:07:40.904Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":9,"mirroredBytes":3220710526,"readinessCheckedAt":"2026-10-24T07:07:40.904Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-bofenghuang-whisper-large-v3-french","owner":"bofenghuang","name":"whisper-large-v3-french","repo":"bofenghuang/whisper-large-v3-french","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: bofenghuang/whisper-large-v3-french · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for transcribing speech.","confidence":"medium","task":"automatic-speech-recognition","audience":null,"basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":13578955953,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"bofenghuang","sourceUrl":"https://huggingface.co/bofenghuang/whisper-large-v3-french","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","whisper","automatic-speech-recognition","hf-asr-leaderboard","fr","dataset:mozilla-foundation/common_voice_13_0","dataset:facebook/multilingual_librispeech","dataset:facebook/voxpopuli","dataset:google/fleurs","dataset:gigant/african_accented_french","arxiv:2212.04356","license:mit","model-index","endpoints_compatible","deploy:azure","region:us","llm","mozilla-foundation/common_voice_13_0","facebook/multilingual_librispeech"],"task":"automatic-speech-recognition","modality":"text","framework":"transformers","formats":["gitattributes","md","json","png","bin","txt","safetensors","pt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["wer"],"datasets":["mozilla-foundation/common_voice_13_0","facebook/multilingual_librispeech","facebook/voxpopuli","google/fleurs","gigant/african_accented_french"],"paperIds":["2212.04356"],"repoType":"model","baseModel":"","languages":["fr"],"sourceUrl":"https://huggingface.co/bofenghuang/whisper-large-v3-french","evalResults":[{"task":"Automatic Speech Recognition","score":"7.28","metric":"WER","verified":false,"benchmark":"Common Voice 13.0"},{"task":"Automatic Speech Recognition","score":"3.98","metric":"WER","verified":false,"benchmark":"Multilingual LibriSpeech (MLS)"},{"task":"Automatic Speech Recognition","score":"8.91","metric":"WER","verified":false,"benchmark":"VoxPopuli"},{"task":"Automatic Speech Recognition","score":"4.84","metric":"WER","verified":false,"benchmark":"Fleurs"},{"task":"Automatic Speech Recognition","score":"4.2","metric":"WER","verified":false,"benchmark":"African Accented French"}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","thumbnail"],"semanticText":"automatic-speech-recognition transformers llm model fr mozilla-foundation/common_voice_13_0 facebook/multilingual_librispeech facebook/voxpopuli google/fleurs gigant/african_accented_french wer whisper-large-v3-french safetensors","semanticTerms":["automatic-speech-recognition","transformers","llm","model","fr","mozilla-foundation/common_voice_13_0","facebook/multilingual_librispeech","facebook/voxpopuli","google/fleurs","gigant/african_accented_french","wer","whisper-large-v3-french","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":17488},{"lfs":false,"path":"added_tokens.json","sizeBytes":34648},{"lfs":false,"path":"assets/whisper_fr_eval_long_form.png","sizeBytes":233994},{"lfs":false,"path":"assets/whisper_fr_eval_short_form.png","sizeBytes":218496},{"lfs":false,"path":"config.json","sizeBytes":1273},{"lfs":false,"path":"ctranslate2/config.json","sizeBytes":2394},{"lfs":true,"path":"ctranslate2/model.bin","sizeBytes":3087284237},{"lfs":false,"path":"ctranslate2/preprocessor_config.json","sizeBytes":340},{"lfs":false,"path":"ctranslate2/tokenizer.json","sizeBytes":2481353},{"lfs":false,"path":"ctranslate2/vocabulary.json","sizeBytes":1068114},{"lfs":false,"path":"generation_config.json","sizeBytes":3955},{"lfs":true,"path":"ggml-model-q5_0.bin","sizeBytes":1081140203},{"lfs":true,"path":"ggml-model.bin","sizeBytes":3095033483},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":3219908024},{"lfs":true,"path":"original_model.pt","sizeBytes":3087430313},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":340},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2186},{"lfs":false,"path":"tokenizer.json","sizeBytes":2481353},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":282843},{"lfs":false,"path":"vocab.json","sizeBytes":835528}],"modelIndexNames":["whisper-large-v3-french"]},"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":13578955953,"sizeKnown":true,"sizeLabel":"12.6 GB","sizeReason":"","declaredSizeBytes":13578955953,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":958,"stars":40,"citations":0,"updatedAt":"2026-08-29T09:30:11.789Z","createdAt":"2026-06-30T02:15:40.977Z","version":"hf-main","upstream":{"gated":false,"repoId":"bofenghuang/whisper-large-v3-french","private":false,"repoUrl":"https://huggingface.co/bofenghuang/whisper-large-v3-french","disabled":false,"provider":"huggingface","repoType":"model","revision":"90a7cd1fea9cd69f80f5a0fc49738418dba96083","fetchedAt":"2026-08-29T08:16:24.851Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T09:30:11.789Z","mirroredBy":"mirror-batch-worker","totalFiles":22,"hostedFiles":9,"mirroredBytes":3220710526,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":16,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":16,"publicDownloadableFileCount":9,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":13578955953,"label":"12.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":958,"upstreamStars":40,"label":"958 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"bofenghuang/whisper-large-v3-french"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/16 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: bofenghuang/whisper-large-v3-french","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":7,"totalFiles":16},"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-bofenghuang-whisper-large-v3-french/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/whisper_fr_eval_long_form.png","sizeBytes":233994,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/whisper_fr_eval_short_form.png","sizeBytes":218496,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"bofenghuang/whisper-large-v3-french"}}},"topTypes":[{"type":"llm","count":3}],"topLicenses":[{"license":"apache-2.0","count":2},{"license":"mit","count":1}],"sourceCounts":[{"source":"huggingface","count":3}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/bofenghuang","api":"https://huggingbay.xyz/api/publishers/bofenghuang","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=bofenghuang&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":9,"mirroredBytes":3220710526,"readinessCheckedAt":"2026-10-24T07:07:40.904Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":9,"mirroredBytes":3220710526,"readinessCheckedAt":"2026-10-24T07:07:40.904Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-bofenghuang-whisper-large-v3-french","owner":"bofenghuang","name":"whisper-large-v3-french","repo":"bofenghuang/whisper-large-v3-french","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: bofenghuang/whisper-large-v3-french · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for transcribing speech.","confidence":"medium","task":"automatic-speech-recognition","audience":null,"basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":13578955953,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"bofenghuang","sourceUrl":"https://huggingface.co/bofenghuang/whisper-large-v3-french","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","whisper","automatic-speech-recognition","hf-asr-leaderboard","fr","dataset:mozilla-foundation/common_voice_13_0","dataset:facebook/multilingual_librispeech","dataset:facebook/voxpopuli","dataset:google/fleurs","dataset:gigant/african_accented_french","arxiv:2212.04356","license:mit","model-index","endpoints_compatible","deploy:azure","region:us","llm","mozilla-foundation/common_voice_13_0","facebook/multilingual_librispeech"],"task":"automatic-speech-recognition","modality":"text","framework":"transformers","formats":["gitattributes","md","json","png","bin","txt","safetensors","pt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["wer"],"datasets":["mozilla-foundation/common_voice_13_0","facebook/multilingual_librispeech","facebook/voxpopuli","google/fleurs","gigant/african_accented_french"],"paperIds":["2212.04356"],"repoType":"model","baseModel":"","languages":["fr"],"sourceUrl":"https://huggingface.co/bofenghuang/whisper-large-v3-french","evalResults":[{"task":"Automatic Speech Recognition","score":"7.28","metric":"WER","verified":false,"benchmark":"Common Voice 13.0"},{"task":"Automatic Speech Recognition","score":"3.98","metric":"WER","verified":false,"benchmark":"Multilingual LibriSpeech (MLS)"},{"task":"Automatic Speech Recognition","score":"8.91","metric":"WER","verified":false,"benchmark":"VoxPopuli"},{"task":"Automatic Speech Recognition","score":"4.84","metric":"WER","verified":false,"benchmark":"Fleurs"},{"task":"Automatic Speech Recognition","score":"4.2","metric":"WER","verified":false,"benchmark":"African Accented French"}],"libraryName":"transformers","pipelineTag":"automatic-speech-recognition","cardDataKeys":["datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","thumbnail"],"semanticText":"automatic-speech-recognition transformers llm model fr mozilla-foundation/common_voice_13_0 facebook/multilingual_librispeech facebook/voxpopuli google/fleurs gigant/african_accented_french wer whisper-large-v3-french safetensors","semanticTerms":["automatic-speech-recognition","transformers","llm","model","fr","mozilla-foundation/common_voice_13_0","facebook/multilingual_librispeech","facebook/voxpopuli","google/fleurs","gigant/african_accented_french","wer","whisper-large-v3-french","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":17488},{"lfs":false,"path":"added_tokens.json","sizeBytes":34648},{"lfs":false,"path":"assets/whisper_fr_eval_long_form.png","sizeBytes":233994},{"lfs":false,"path":"assets/whisper_fr_eval_short_form.png","sizeBytes":218496},{"lfs":false,"path":"config.json","sizeBytes":1273},{"lfs":false,"path":"ctranslate2/config.json","sizeBytes":2394},{"lfs":true,"path":"ctranslate2/model.bin","sizeBytes":3087284237},{"lfs":false,"path":"ctranslate2/preprocessor_config.json","sizeBytes":340},{"lfs":false,"path":"ctranslate2/tokenizer.json","sizeBytes":2481353},{"lfs":false,"path":"ctranslate2/vocabulary.json","sizeBytes":1068114},{"lfs":false,"path":"generation_config.json","sizeBytes":3955},{"lfs":true,"path":"ggml-model-q5_0.bin","sizeBytes":1081140203},{"lfs":true,"path":"ggml-model.bin","sizeBytes":3095033483},{"lfs":false,"path":"merges.txt","sizeBytes":493869},{"lfs":true,"path":"model.safetensors","sizeBytes":3219908024},{"lfs":true,"path":"original_model.pt","sizeBytes":3087430313},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":340},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2186},{"lfs":false,"path":"tokenizer.json","sizeBytes":2481353},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":282843},{"lfs":false,"path":"vocab.json","sizeBytes":835528}],"modelIndexNames":["whisper-large-v3-french"]},"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":13578955953,"sizeKnown":true,"sizeLabel":"12.6 GB","sizeReason":"","declaredSizeBytes":13578955953,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":958,"stars":40,"citations":0,"updatedAt":"2026-08-29T09:30:11.789Z","createdAt":"2026-06-30T02:15:40.977Z","version":"hf-main","upstream":{"gated":false,"repoId":"bofenghuang/whisper-large-v3-french","private":false,"repoUrl":"https://huggingface.co/bofenghuang/whisper-large-v3-french","disabled":false,"provider":"huggingface","repoType":"model","revision":"90a7cd1fea9cd69f80f5a0fc49738418dba96083","fetchedAt":"2026-08-29T08:16:24.851Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T09:30:11.789Z","mirroredBy":"mirror-batch-worker","totalFiles":22,"hostedFiles":9,"mirroredBytes":3220710526,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":16,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":16,"publicDownloadableFileCount":9,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":13578955953,"label":"12.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":958,"upstreamStars":40,"label":"958 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"bofenghuang/whisper-large-v3-french"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/16 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: bofenghuang/whisper-large-v3-french","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":7,"totalFiles":16},"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-bofenghuang-whisper-large-v3-french/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/whisper_fr_eval_long_form.png","sizeBytes":233994,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/whisper_fr_eval_short_form.png","sizeBytes":218496,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"bofenghuang/whisper-large-v3-french"}}},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":1590589114,"readinessCheckedAt":"2026-10-24T07:07:40.904Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":1590589114,"readinessCheckedAt":"2026-10-24T07:07:40.904Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-bofenghuang-doctomodernbert-fr-large-instruct-v0-1","owner":"bofenghuang","name":"doctomodernbert-fr-large-instruct-v0.1","repo":"bofenghuang/doctomodernbert-fr-large-instruct-v0.1","type":"llm","summary":"Model from Hugging Face for fill mask: bofenghuang/doctomodernbert-fr-large-instruct-v0.1 · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for filling in missing words in text.","confidence":"low","task":"fill-mask","audience":null,"basis":"recorded-metadata","rules":["task:fill-mask"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1590650321,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"bofenghuang","sourceUrl":"https://huggingface.co/bofenghuang/doctomodernbert-fr-large-instruct-v0.1","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","tensorboard","safetensors","modernbert","fill-mask","medical","healthcare","biomedical","clinical","french","question-answering","multiple-choice","doctobert","fr","dataset:dr-bert/frenchmedmcqa","license:apache-2.0","endpoints_compatible","region:us","llm","dr-bert/frenchmedmcqa"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","0"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["Dr-BERT/FrenchMedMCQA"],"paperIds":[],"repoType":"model","baseModel":"","languages":["fr"],"sourceUrl":"https://huggingface.co/bofenghuang/doctomodernbert-fr-large-instruct-v0.1","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"fill-mask transformers llm model fr dr-bert/frenchmedmcqa safetensors","semanticTerms":["fill-mask","transformers","llm","model","fr","dr-bert/frenchmedmcqa","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":2642},{"lfs":false,"path":"config.json","sizeBytes":1215},{"lfs":true,"path":"model.safetensors","sizeBytes":1583544840},{"lfs":true,"path":"runs/events.out.tfevents.1782895657.jzxh005.2016697.0","sizeBytes":57046},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":1047},{"lfs":false,"path":"tokenizer.json","sizeBytes":7021509},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":20503}],"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":1590650321,"sizeKnown":true,"sizeLabel":"1.5 GB","sizeReason":"","declaredSizeBytes":1590650321,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":46,"stars":0,"citations":0,"updatedAt":"2026-09-25T00:42:01.246Z","createdAt":"2026-09-25T00:39:04.922Z","version":"hf-main","upstream":{"gated":false,"repoId":"bofenghuang/doctomodernbert-fr-large-instruct-v0.1","private":false,"repoUrl":"https://huggingface.co/bofenghuang/doctomodernbert-fr-large-instruct-v0.1","disabled":false,"provider":"huggingface","repoType":"model","revision":"85b622e6ec1c6303d15b023824014158450f4856","fetchedAt":"2026-09-25T00:39:04.920Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T00:42:01.246Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":5,"mirroredBytes":1590589114,"mirroredFiles":5,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":8,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":8,"publicDownloadableFileCount":5,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1590650321,"label":"1.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":46,"upstreamStars":0,"label":"46 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"bofenghuang/doctomodernbert-fr-large-instruct-v0.1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: bofenghuang/doctomodernbert-fr-large-instruct-v0.1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"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-bofenghuang-doctomodernbert-fr-large-instruct-v0-1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":2642,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"runs/events.out.tfevents.1782895657.jzxh005.2016697.0","sizeBytes":57046,"format":"0","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"bofenghuang/doctomodernbert-fr-large-instruct-v0.1"}}},{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":3135094404,"readinessCheckedAt":"2026-10-24T07:07:40.904Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":3135094404,"readinessCheckedAt":"2026-10-24T07:07:40.904Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-bofenghuang-flan-t5-large-dialogsum-fr","owner":"bofenghuang","name":"flan-t5-large-dialogsum-fr","repo":"bofenghuang/flan-t5-large-dialogsum-fr","type":"llm","summary":"Model from Hugging Face for summarization: bofenghuang/flan-t5-large-dialogsum-fr · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for summarizing text.","confidence":"medium","task":"summarization","audience":null,"basis":"recorded-metadata","rules":["task:summarization"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"summarization"},{"field":"cardMetadata.pipelineTag","value":"summarization"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":6268708020,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"bofenghuang","sourceUrl":"https://huggingface.co/bofenghuang/flan-t5-large-dialogsum-fr","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","tensorboard","safetensors","t5","text2text-generation","summarization","fr","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm","rouge","fine-tuned flan-t5 large model for french dialogue summarization"],"task":"summarization","modality":"text","framework":"transformers","formats":["gitattributes","gitignore","md","json","safetensors","bin","1","0"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["rouge"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["fr"],"sourceUrl":"https://huggingface.co/bofenghuang/flan-t5-large-dialogsum-fr","evalResults":[],"libraryName":"transformers","pipelineTag":"summarization","cardDataKeys":["language","library_name","license","metrics","model-index","tags","thumbnail","widget"],"semanticText":"summarization transformers llm model fr rouge fine-tuned flan-t5 large model for french dialogue summarization safetensors","semanticTerms":["summarization","transformers","llm","model","fr","rouge","fine-tuned flan-t5 large model for french dialogue summarization","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1477},{"lfs":false,"path":".gitignore","sizeBytes":128},{"lfs":false,"path":"README.md","sizeBytes":2314},{"lfs":false,"path":"config.json","sizeBytes":793},{"lfs":false,"path":"generation_config.json","sizeBytes":142},{"lfs":true,"path":"model.safetensors","sizeBytes":3132668808},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":3132793669},{"lfs":true,"path":"runs/Feb21_22-56-56_t2-90-gra7/1677020236.0031173/events.out.tfevents.1677020236.t2-90-gra7.19866.1","sizeBytes":6225},{"lfs":true,"path":"runs/Feb21_22-56-56_t2-90-gra7/events.out.tfevents.1677020235.t2-90-gra7.19866.0","sizeBytes":15381},{"lfs":true,"path":"runs/Feb21_22-56-56_t2-90-gra7/events.out.tfevents.1677038523.t2-90-gra7.19866.2","sizeBytes":565},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2201},{"lfs":true,"path":"spiece.model","sizeBytes":791656},{"lfs":false,"path":"tokenizer.json","sizeBytes":2422164},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":2497}],"modelIndexNames":["Fine-tuned FLAN-T5 large model for French dialogue summarization"]},"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":6268708020,"sizeKnown":true,"sizeLabel":"5.8 GB","sizeReason":"","declaredSizeBytes":6268708020,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":34,"stars":2,"citations":0,"updatedAt":"2026-09-25T03:57:07.202Z","createdAt":"2026-09-25T03:52:30.428Z","version":"hf-main","upstream":{"gated":false,"repoId":"bofenghuang/flan-t5-large-dialogsum-fr","private":false,"repoUrl":"https://huggingface.co/bofenghuang/flan-t5-large-dialogsum-fr","disabled":false,"provider":"huggingface","repoType":"model","revision":"d460be20fe7f067a99ab699e4a7a275621ce06de","fetchedAt":"2026-09-25T03:52:30.426Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T03:57:07.202Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":5,"mirroredBytes":3135094404,"mirroredFiles":5,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":13,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":13,"publicDownloadableFileCount":5,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6268708020,"label":"5.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":34,"upstreamStars":2,"label":"34 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"bofenghuang/flan-t5-large-dialogsum-fr"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/13 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: bofenghuang/flan-t5-large-dialogsum-fr","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":8,"totalFiles":13},"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-bofenghuang-flan-t5-large-dialogsum-fr/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1477,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":".gitignore","sizeBytes":128,"format":"gitignore","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":2314,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"bofenghuang/flan-t5-large-dialogsum-fr"}}}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"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."}}