{"schemaVersion":"hugging-bay.artifact-card.v1","pageFacts":{"id":"hf-model-shalev396-flan-t5-dialogue-summarizer","repo":"shalev396/flan-t5-dialogue-summarizer","type":"llm","purpose":"open-weights language model for summarization","license":{"id":"mit","label":"mit","state":"known","url":"https://huggingface.co/shalev396/flan-t5-dialogue-summarizer/blob/main/LICENSE","source":"upstream-file","hostedFile":true,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"summarization","label":"summarization"},"size":{"bytes":9782318,"label":"9.78 MB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":9526478,"hostedLabel":"9.53 MB","hostedSummary":"5 hosted of 17 listed","hostedIsSubset":true,"downloadBytes":0,"downloadLabel":"","recommended":null,"parameters":null,"sentence":"Hosted here: 5 files, 9.53 MB. Full repo upstream: 9.78 MB."},"files":{"hosted":5,"total":17,"label":"5 hosted of 17 listed"},"download":{"status":"blocked","label":"Only companion files are available","url":""},"released":{"iso":"2026-09-27","label":"Sep 27, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-27","label":"Sep 27, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/shalev396/flan-t5-dialogue-summarizer","repoId":"shalev396/flan-t5-dialogue-summarizer"},"languages":[],"baseModel":{"ref":"google/flan-t5-base","url":"https://huggingface.co/google/flan-t5-base","resolveUrl":"https://huggingbay.xyz/resolve?q=google%2Fflan-t5-base"},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/shalev396/flan-t5-dialogue-summarizer"],"creator":{"@type":"Organization","name":"shalev396","url":"https://huggingface.co/shalev396","sameAs":["https://huggingface.co/shalev396"]},"scholarlyArticles":[],"scanStatus":"passed","faq":[{"id":"what-is-it","question":"What is shalev396/flan-t5-dialogue-summarizer?","answer":"shalev396/flan-t5-dialogue-summarizer is an open-weights language model for summarization published by shalev396, added to Hugging Bay Sep 27, 2026. Model from Hugging Face for summarization: shalev396/flan-t5-dialogue-summarizer · peft"},{"id":"license","question":"What license does shalev396/flan-t5-dialogue-summarizer use, and can I use it commercially?","answer":"It is released under the mit license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is shalev396/flan-t5-dialogue-summarizer?","answer":"Hosted here: 5 files, 9.53 MB. Full repo upstream: 9.78 MB. The recommended download, adapter_model.safetensors, is 7.1 MB."},{"id":"download","question":"Where can I download shalev396/flan-t5-dialogue-summarizer?","answer":"Hosted here: 5 files, 9.53 MB. Full repo upstream: 9.78 MB. The original release is at https://huggingface.co/shalev396/flan-t5-dialogue-summarizer."},{"id":"safety","question":"File pattern scans","answer":"Automated file-pattern scans flagged nothing; not a safety guarantee. 5 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will shalev396/flan-t5-dialogue-summarizer run on my computer?","answer":"Only companion files are available. A file-size fit is not a run check."}],"modelAnswer":null,"modelRecipeReceipt":null},"generatedAt":"2026-11-15T07:08:29.510Z","signals":{"size":{"known":true,"bytes":9782318,"label":"9.3 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21,"upstreamStars":0,"label":"21 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"shalev396/flan-t5-dialogue-summarizer"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/17 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: mit","Provenance: shalev396/flan-t5-dialogue-summarizer","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/17 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":5,"externalFiles":12,"totalFiles":17},"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-shalev396-flan-t5-dialogue-summarizer/download-plan"}},"structuredData":{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://huggingbay.xyz/#organization","name":"The Hugging Bay","alternateName":"Hugging Bay","url":"https://huggingbay.xyz","description":"The Hugging Bay is an AI model catalog. Tug is its desktop assistant for local and connected AI services.","disambiguatingDescription":"Not affiliated with Hugging Face. No crypto token; similarly named tokens, repos and Spaces are not ours.","founder":{"@type":"Person","name":"Barney Wohl","email":"barney@huggingbay.xyz"},"logo":{"@type":"ImageObject","@id":"https://huggingbay.xyz/#logo","url":"https://huggingbay.xyz/brand/logo.png"},"sameAs":["https://github.com/barneywohl/hugging-bay-agents","https://www.npmjs.com/package/hugging-bay-agents","https://www.npmjs.com/package/hugging-bay-mcp","https://pypi.org/project/hugging-bay/","https://t.me/TugByHuggingBayBot","https://registry.modelcontextprotocol.io/v0.1/servers/io.github.barneywohl%2Fhugging-bay/versions/latest"]},{"@type":"WebSite","@id":"https://huggingbay.xyz/#website","url":"https://huggingbay.xyz","name":"The Hugging Bay","alternateName":"Hugging Bay","image":{"@id":"https://huggingbay.xyz/#logo"},"description":"The Hugging Bay is an AI model catalog. Tug is its desktop assistant for local and connected AI services.","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-shalev396-flan-t5-dialogue-summarizer#webpage","url":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer","name":"shalev396/flan-t5-dialogue-summarizer | Hugging Bay","description":"External Hugging Face catalog record for shalev396/flan-t5-dialogue-summarizer. Task: summarization. Library: peft. Datasets referenced by card metadata: knkarthick/dialogsum. Base model: google/flan-t5-base. Includes 3 model-card evaluation signals. Popularity signal at import: 21 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-shalev396-flan-t5-dialogue-summarizer#artifact"}},{"@type":"BreadcrumbList","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#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":"shalev396/flan-t5-dialogue-summarizer","item":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer"}]},{"@type":["SoftwareApplication","CreativeWork"],"@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#artifact","name":"shalev396/flan-t5-dialogue-summarizer","alternateName":"flan-t5-dialogue-summarizer","description":"External Hugging Face catalog record for shalev396/flan-t5-dialogue-summarizer. Task: summarization. Library: peft. Datasets referenced by card metadata: knkarthick/dialogsum. Base model: google/flan-t5-base. Includes 3 model-card evaluation signals. Popularity signal at import: 21 downloads and 0 likes.","url":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer","identifier":"hf-model-shalev396-flan-t5-dialogue-summarizer","additionalType":"https://huggingbay.xyz/schema/OpenWeightLanguageModel","applicationCategory":"AI model artifact","applicationSubCategory":"summarization","license":"https://huggingface.co/shalev396/flan-t5-dialogue-summarizer/blob/main/LICENSE","keywords":"llm, summarization, text, peft, gitignore, safetensors, png, py, mit, ml-lab, pytorch, lora","datePublished":"2026-09-27","dateModified":"2026-09-27","creator":{"@type":"Organization","name":"shalev396","url":"https://huggingface.co/shalev396","sameAs":["https://huggingface.co/shalev396"]},"publisher":{"@type":"Organization","name":"shalev396","url":"https://huggingface.co/shalev396","sameAs":["https://huggingface.co/shalev396"]},"sameAs":["https://huggingface.co/shalev396/flan-t5-dialogue-summarizer"],"isBasedOn":{"@type":["SoftwareApplication","CreativeWork"],"name":"google/flan-t5-base","url":"https://huggingface.co/google/flan-t5-base","sameAs":"https://huggingface.co/google/flan-t5-base"},"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-shalev396-flan-t5-dialogue-summarizer/card.md","https://huggingbay.xyz/api/trust-bundles/hf-model-shalev396-flan-t5-dialogue-summarizer","https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/distribution"],"softwareVersion":"revision fead7c39ec88","review":[],"subjectOf":[{"@type":"DigitalDocument","name":"Hugging Bay artifact card","url":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/card","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay artifact card markdown","url":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/card.md","encodingFormat":"text/markdown"},{"@type":"DigitalDocument","name":"Hugging Bay agent bundle","url":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/agent-bundle","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-shalev396-flan-t5-dialogue-summarizer","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay distribution document","url":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/distribution","encodingFormat":"application/json"},{"@type":"DigitalDocument","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#license-provenance-metadata","name":"License and provenance metadata","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-shalev396-flan-t5-dialogue-summarizer","description":"shalev396/flan-t5-dialogue-summarizer 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-shalev396-flan-t5-dialogue-summarizer#trust-bundle-api","name":"Hugging Bay trust bundle API","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-shalev396-flan-t5-dialogue-summarizer","documentation":"https://huggingbay.xyz/api/trust-bundles/hf-model-shalev396-flan-t5-dialogue-summarizer","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#review-summary-api","name":"Hugging Bay review summary API","url":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/review-summary","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/review-summary","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#distribution-api","name":"Hugging Bay distribution API","url":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/distribution","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/distribution","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebPage","name":"Original upstream source","url":"https://huggingface.co/shalev396/flan-t5-dialogue-summarizer"}],"potentialAction":[{"@type":"ViewAction","name":"Inspect files","target":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer/files"}],"additionalProperty":[{"@type":"PropertyValue","name":"Declared license","value":"mit"},{"@type":"PropertyValue","name":"Pipeline","value":"summarization"},{"@type":"PropertyValue","name":"Library","value":"peft"},{"@type":"PropertyValue","name":"Base model","value":"google/flan-t5-base"},{"@type":"PropertyValue","name":"Task categories","value":"summarization"},{"@type":"PropertyValue","name":"Referenced datasets","value":"knkarthick/dialogsum"},{"@type":"PropertyValue","name":"Metrics","value":"rouge"},{"@type":"PropertyValue","name":"Model-index entries","value":"flan-t5-dialogue-summarizer"},{"@type":"PropertyValue","name":"Evaluation signals","value":"3 model-card eval results"},{"@type":"PropertyValue","name":"File hints","value":"16 upstream file samples"},{"@type":"PropertyValue","name":"Hosting status","value":"blocked"},{"@type":"PropertyValue","name":"Hosted files","value":"5"},{"@type":"PropertyValue","name":"Listed files","value":"17"},{"@type":"PropertyValue","name":"Full repo upstream","value":"9.78 MB"},{"@type":"PropertyValue","name":"Full repo upstream in bytes","value":"9782318","unitCode":"AD"},{"@type":"PropertyValue","name":"Hosted here","value":"5 files, 9.53 MB"},{"@type":"PropertyValue","name":"Hosted size in bytes","value":"9526478","unitCode":"AD"},{"@type":"PropertyValue","name":"License","value":"mit"},{"@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-shalev396-flan-t5-dialogue-summarizer/agent-bundle"},{"@type":"PropertyValue","name":"Trust bundle","value":"https://huggingbay.xyz/api/trust-bundles/hf-model-shalev396-flan-t5-dialogue-summarizer"},{"@type":"PropertyValue","name":"Download completeness state"},{"@type":"PropertyValue","name":"recorded executable state","value":"complete-bytes"},{"@type":"PropertyValue","name":"recorded evidence timestamp","value":"2026-09-27T09:46:49.113Z"},{"@type":"PropertyValue","name":"Selected representation","value":"rep-6574ac20dbda38c24751450ab8e04ece4700fcc53f8637831eb1a6dbf20f88a6"},{"@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-shalev396-flan-t5-dialogue-summarizer#faq","dateModified":"2026-09-27","mainEntity":[{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#faq-what-is-it","name":"What is this model?","acceptedAnswer":{"@type":"Answer","text":"shalev396/flan-t5-dialogue-summarizer is an open-weights language model for summarization published by shalev396, added to Hugging Bay Sep 27, 2026. Model from Hugging Face for summarization: shalev396/flan-t5-dialogue-summarizer · peft"}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#faq-license","name":"Can I use it commercially?","acceptedAnswer":{"@type":"Answer","text":"It is released under the mit license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#faq-size","name":"How big is it?","acceptedAnswer":{"@type":"Answer","text":"Hosted here: 5 files, 9.53 MB. Full repo upstream: 9.78 MB. The recommended download, adapter_model.safetensors, is 7.1 MB."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#faq-download","name":"What can I download here?","acceptedAnswer":{"@type":"Answer","text":"Hosted here: 5 files, 9.53 MB. Full repo upstream: 9.78 MB. The original release is at https://huggingface.co/shalev396/flan-t5-dialogue-summarizer."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#faq-safety","name":"File pattern scans","acceptedAnswer":{"@type":"Answer","text":"Automated file-pattern scans flagged nothing; not a safety guarantee. 5 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/safety on Hugging Bay."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer#faq-fit-unknown","name":"Will shalev396/flan-t5-dialogue-summarizer run on my computer?","acceptedAnswer":{"@type":"Answer","text":"Only companion files are available. A file-size fit is not a run check."}}]}]},"artifactId":"hf-model-shalev396-flan-t5-dialogue-summarizer","serveEvaluationId":"serve-1dd6234a56f826b9b343824273b2abd3a99a02d85ea5be1efde19d515fc67290","artifact":{"cardDescription":"Turns longer text into a shorter summary.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model as an add-on for summarizing text.","confidence":"medium","task":"summarization","audience":null,"basis":"recorded-metadata","rules":["task:summarization","form:adapter"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"google/flan-t5-base"},{"field":"files","value":"adapter_config.json"},{"field":"task","value":"summarization"},{"field":"cardMetadata.pipelineTag","value":"summarization"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","requires-compatible-base-model"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"google/flan-t5-base","field":"baseModel"}],"parameters":null,"size":{"bytes":9782318,"scope":"repository","field":"sizeBytes"},"form":"adapter","runs":[]}},"id":"hf-model-shalev396-flan-t5-dialogue-summarizer","repo":"shalev396/flan-t5-dialogue-summarizer","type":"llm","typeLabel":"LLM","summary":"Model from Hugging Face for summarization: shalev396/flan-t5-dialogue-summarizer · peft","description":"External Hugging Face catalog record for shalev396/flan-t5-dialogue-summarizer. Task: summarization. Library: peft. Datasets referenced by card metadata: knkarthick/dialogsum. Base model: google/flan-t5-base. Includes 3 model-card evaluation signals. Popularity signal at import: 21 downloads and 0 likes.","task":"summarization","modality":"text","framework":"peft","formats":["gitattributes","gitignore","md","json","safetensors","png","py","txt"],"tags":["huggingface-import","external-catalog","model","mit","peft","safetensors","ml-lab","pytorch","lora","summarization","dialogue-summarization","rag","dataset:knkarthick/dialogsum","base_model:google/flan-t5-base","base_model:adapter:google/flan-t5-base","license:mit","model-index","endpoints_compatible","region:us","llm","knkarthick/dialogsum","rouge","google/flan-t5-base","flan-t5-dialogue-summarizer"],"license":"mit","sourceUrl":"https://huggingface.co/shalev396/flan-t5-dialogue-summarizer","upstream":{"gated":false,"repoId":"shalev396/flan-t5-dialogue-summarizer","private":false,"repoUrl":"https://huggingface.co/shalev396/flan-t5-dialogue-summarizer","disabled":false,"provider":"huggingface","repoType":"model","revision":"fead7c39ec88b28e661d0975f3306f8ad7fe6bd7","fetchedAt":"2026-09-27T09:46:23.731Z","importMode":"external-catalog","licenseRaw":"mit"},"cardCompleteness":96,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-27T09:46:23.733Z.","Open license detected as mit.","Model-index metadata found for flan-t5-dialogue-summarizer.","Model card references dataset context: knkarthick/dialogsum."],"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["rouge"],"datasets":["knkarthick/dialogsum"],"paperIds":[],"repoType":"model","baseModel":"google/flan-t5-base","languages":[],"sourceUrl":"https://huggingface.co/shalev396/flan-t5-dialogue-summarizer","evalResults":[{"task":"summarization","score":"0.450027","metric":"rouge1","verified":false,"benchmark":"DialogSum"},{"task":"summarization","score":"0.190438","metric":"rouge2","verified":false,"benchmark":"DialogSum"},{"task":"summarization","score":"0.366008","metric":"rougeL","verified":false,"benchmark":"DialogSum"}],"libraryName":"peft","pipelineTag":"summarization","cardDataKeys":["base_model","datasets","library_name","license","metrics","ml_lab","model-index","pipeline_tag","tags"],"semanticText":"summarization peft llm model knkarthick/dialogsum rouge google/flan-t5-base flan-t5-dialogue-summarizer safetensors rag","semanticTerms":["summarization","peft","llm","model","knkarthick/dialogsum","rouge","google/flan-t5-base","flan-t5-dialogue-summarizer","safetensors","rag"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2028},{"lfs":false,"path":".gitignore","sizeBytes":81},{"lfs":false,"path":"LICENSE","sizeBytes":1073},{"lfs":false,"path":"README.md","sizeBytes":7901},{"lfs":false,"path":"adapter_config.json","sizeBytes":1068},{"lfs":true,"path":"adapter_model.safetensors","sizeBytes":7098016},{"lfs":false,"path":"assets/kb.json","sizeBytes":10408},{"lfs":true,"path":"assets/loss_curve.png","sizeBytes":82944},{"lfs":true,"path":"assets/rouge_comparison.png","sizeBytes":41181},{"lfs":true,"path":"assets/rouge_per_dialogue.png","sizeBytes":90499},{"lfs":false,"path":"config.json","sizeBytes":841},{"lfs":false,"path":"handler.py","sizeBytes":1199},{"lfs":false,"path":"metrics.json","sizeBytes":6895},{"lfs":false,"path":"model.py","sizeBytes":11556},{"lfs":false,"path":"requirements.txt","sizeBytes":80},{"lfs":false,"path":"tokenizer.json","sizeBytes":2424167},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":2381}],"modelIndexNames":["flan-t5-dialogue-summarizer"]},"modelCardFacts":{"source":"huggingface-cardData","repoType":"model","sourceUrl":"https://huggingface.co/shalev396/flan-t5-dialogue-summarizer","declaredLicense":"mit","pipelineTag":"summarization","libraryName":"peft","baseModel":"google/flan-t5-base","baseModels":["google/flan-t5-base"],"taskCategories":["summarization"],"cardTags":[],"languages":[],"datasets":["knkarthick/dialogsum"],"metrics":["rouge"],"paperIds":[],"modelIndexNames":["flan-t5-dialogue-summarizer"],"evalResults":[{"benchmark":"DialogSum","metric":"rouge1","score":"0.450027","task":"summarization","verified":false},{"benchmark":"DialogSum","metric":"rouge2","score":"0.190438","task":"summarization","verified":false},{"benchmark":"DialogSum","metric":"rougeL","score":"0.366008","task":"summarization","verified":false}],"siblingSample":[{"path":".gitattributes","sizeBytes":2028,"lfs":false},{"path":".gitignore","sizeBytes":81,"lfs":false},{"path":"LICENSE","sizeBytes":1073,"lfs":false},{"path":"README.md","sizeBytes":7901,"lfs":false},{"path":"adapter_config.json","sizeBytes":1068,"lfs":false},{"path":"adapter_model.safetensors","sizeBytes":7098016,"lfs":true},{"path":"assets/kb.json","sizeBytes":10408,"lfs":false},{"path":"assets/loss_curve.png","sizeBytes":82944,"lfs":true},{"path":"assets/rouge_comparison.png","sizeBytes":41181,"lfs":true},{"path":"assets/rouge_per_dialogue.png","sizeBytes":90499,"lfs":true},{"path":"config.json","sizeBytes":841,"lfs":false},{"path":"handler.py","sizeBytes":1199,"lfs":false},{"path":"metrics.json","sizeBytes":6895,"lfs":false},{"path":"model.py","sizeBytes":11556,"lfs":false},{"path":"requirements.txt","sizeBytes":80,"lfs":false},{"path":"tokenizer.json","sizeBytes":2424167,"lfs":false}],"semanticTerms":["summarization","peft","llm","model","knkarthick/dialogsum","rouge","google/flan-t5-base","flan-t5-dialogue-summarizer","safetensors","rag"],"cardDataKeys":["base_model","datasets","library_name","license","metrics","ml_lab","model-index","pipeline_tag","tags"],"coverage":{"rawKeyCount":17,"normalizedFields":10,"hasDeclaredLicense":true,"hasPipeline":true,"hasLibrary":true,"hasBaseModel":true,"hasLanguages":false,"hasDatasets":true,"hasMetrics":true,"hasPapers":false,"hasModelIndex":true,"hasEvaluationResults":true,"hasFileHints":true,"hasTaskCategories":true,"hasCardTags":false},"facts":[{"id":"declared-license","label":"Declared license","value":"mit"},{"id":"pipeline","label":"Pipeline","value":"summarization"},{"id":"library","label":"Library","value":"peft"},{"id":"base-model","label":"Base model","value":"google/flan-t5-base"},{"id":"task-categories","label":"Task categories","value":"summarization"},{"id":"datasets","label":"Referenced datasets","value":"knkarthick/dialogsum"},{"id":"metrics","label":"Metrics","value":"rouge"},{"id":"model-index","label":"Model-index entries","value":"flan-t5-dialogue-summarizer"},{"id":"evaluations","label":"Evaluation signals","value":"3 model-card eval results"},{"id":"file-hints","label":"File hints","value":"16 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":"2026-09-27T09:46:48.893Z","createdAt":"2026-09-27T09:46:23.733Z","metrics":{"downloads":21,"stars":0,"citations":0,"mirrorDemand":0},"hosting":{"status":"unknown","hostedFiles":5,"externalFiles":12,"totalFiles":17,"fileInventoryAvailable":true,"completeRunnable":null,"verified":null,"downloadStatus":"UNKNOWN","sha256Files":5,"byteVerifiedAt":null,"hosted":null,"downloadReady":null,"downloadable":null,"mirroredFiles":5,"mirroredBytes":9526478,"readiness":"unknown","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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":9782318,"label":"9.3 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21,"upstreamStars":0,"label":"21 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"shalev396/flan-t5-dialogue-summarizer"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/17 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: mit","Provenance: shalev396/flan-t5-dialogue-summarizer","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/17 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":5,"externalFiles":12,"totalFiles":17},"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-shalev396-flan-t5-dialogue-summarizer/download-plan"}},"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":9526478,"readinessCheckedAt":"2026-11-15T07:08:27.822Z","readinessSource":"download-plan","degraded":false,"stale":false,"hosted":null,"hostingStatus":"unknown","publicDownloadableFileCount":5,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"signed","freshness":"current","checked_at":"2026-11-15T07:08:27.822Z","evidence_url":"/api/manifests/hf-model-shalev396-flan-t5-dialogue-summarizer"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"previewableFiles":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer","files":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/files?limit=100","metadata":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/metadata.json","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/distribution","compare":"https://huggingbay.xyz/api/compare?ids=hf-model-shalev396-flan-t5-dialogue-summarizer","manifest":"https://huggingbay.xyz/api/manifests/hf-model-shalev396-flan-t5-dialogue-summarizer","downloadRows":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-shalev396-flan-t5-dialogue-summarizer&limit=100","downloadPlan":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/download-plan","requestMirror":null,"requestDecentralizedFallback":"https://huggingbay.xyz/api/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/decentralized-fallbacks","upstream":"https://huggingface.co/shalev396/flan-t5-dialogue-summarizer"},"badge":{"schemaVersion":"hugging-bay.model-badge.v1","svgUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/badge.svg","href":"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer/run","alt":"Hugging Bay availability for shalev396/flan-t5-dialogue-summarizer","markdown":"[![Hugging Bay availability for shalev396/flan-t5-dialogue-summarizer](https://huggingbay.xyz/api/v1/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/badge.svg)](https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer/run)","html":"<a href=\"https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer/run\"><img src=\"https://huggingbay.xyz/api/v1/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/badge.svg\" alt=\"Hugging Bay availability for shalev396/flan-t5-dialogue-summarizer\"></a>","huggingFaceModelCard":"[![Hugging Bay availability for shalev396/flan-t5-dialogue-summarizer](https://huggingbay.xyz/api/v1/artifacts/hf-model-shalev396-flan-t5-dialogue-summarizer/badge.svg)](https://huggingbay.xyz/artifact/hf-model-shalev396-flan-t5-dialogue-summarizer/run)","limitations":"The badge shows the live Hugging Bay availability answer for these files. sha256 checked means the hosted bytes matched their recorded SHA-256. The Mac size line is a file-size estimate (file at most 60% of memory), not a runtime guarantee. It is not a safety, license or quality review. Unknown means we could not confirm it right now."},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":9526478,"readinessCheckedAt":"2026-11-15T07:08:27.822Z","readinessSource":"download-plan","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":5,"reasonCodes":["no-tested-run-plan","companion-files-only"],"availabilityStatus":{"state":"ready","word":"Ready","downloadable":true,"hostedFiles":5,"totalFiles":17,"sha256Files":5,"runReady":false,"commandsAvailable":false,"nextAction":"Download"},"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},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-15T07:08:27.822Z","evidence_url":"/api/manifests/hf-model-shalev396-flan-t5-dialogue-summarizer"}}