{"schemaVersion":"hugging-bay.artifact-metadata.v1","id":"hf-model-unsloth-glm-4-7-flash-gguf","repo":"unsloth/GLM-4.7-Flash-GGUF","canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf","filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/files","versionsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/versions","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/distribution","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-unsloth-glm-4-7-flash-gguf","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 AI artifact discovery with hosted-file inventory, hashes, provenance, and agent-readable catalog APIs. Canonical bundle and runtime state remain unknown.","publisher":{"@id":"https://huggingbay.xyz/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://huggingbay.xyz/api/artifacts?summary=1&q={search_term_string}&limit=20"},"query-input":"required name=search_term_string"}},{"@type":"ItemPage","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#webpage","url":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf","name":"unsloth/GLM-4.7-Flash-GGUF | Hugging Bay","description":"External Hugging Face catalog record for unsloth/GLM-4.7-Flash-GGUF. Task: text generation. Library: transformers. Languages: en, zh. Popularity signal at import: 94,041 downloads and 660 likes. Files are listed for discovery and verification context; Hugging Bay serves local downloads only after explicit mirror review, scanning, hashing, and signing.","isPartOf":{"@id":"https://huggingbay.xyz/#website"},"mainEntity":{"@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#artifact"}},{"@type":"BreadcrumbList","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-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":"unsloth/GLM-4.7-Flash-GGUF","item":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf"}]},{"@type":["SoftwareApplication","CreativeWork"],"@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#artifact","name":"unsloth/GLM-4.7-Flash-GGUF","alternateName":"GLM-4.7-Flash-GGUF","description":"External Hugging Face catalog record for unsloth/GLM-4.7-Flash-GGUF. Task: text generation. Library: transformers. Languages: en, zh. Popularity signal at import: 94,041 downloads and 660 likes. Files are listed for discovery and verification context; Hugging Bay serves local downloads only after explicit mirror review, scanning, hashing, and signing.","url":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf","identifier":"hf-model-unsloth-glm-4-7-flash-gguf","additionalType":"https://huggingbay.xyz/schema/OpenWeightLanguageModel","applicationCategory":"AI model artifact","applicationSubCategory":"text-generation","fileSize":"484.4 GB","license":"https://spdx.org/licenses/MIT.html","keywords":"llm, text-generation, text, transformers, gitattributes, gguf, md, gguf_file, huggingface-import, external-catalog, model, mit, transformers, gguf, unsloth, text-generation, en, zh, arxiv:2508.06471, base_model:zai-org/glm-4.7-flash, base_model:quantized:zai-org/glm-4.7-flash, license:mit, endpoints_compatible, deploy:azure, region:us, imatrix, conversational, llm","datePublished":"2026-07-08T07:04:09.599Z","dateModified":"2026-07-08T07:04:09.599Z","inLanguage":["en","zh"],"creator":{"@type":"Organization","name":"unsloth"},"publisher":{"@type":"Organization","name":"unsloth","url":"https://huggingface.co/unsloth","sameAs":["https://huggingface.co/unsloth"]},"sameAs":["https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF","https://arxiv.org/abs/2508.06471"],"isBasedOn":{"@type":"CreativeWork","name":"Original upstream source","url":"https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF"},"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":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2508.06471","identifier":"arXiv:2508.06471","url":"https://arxiv.org/abs/2508.06471","sameAs":"https://doi.org/10.48550/arXiv.2508.06471"},"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/card.md","https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-glm-4-7-flash-gguf","https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/distribution"],"softwareVersion":"hf-mirror-0d32489","review":[],"subjectOf":[{"@type":"DigitalDocument","name":"Hugging Bay artifact card","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/card","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay artifact card markdown","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/card.md","encodingFormat":"text/markdown"},{"@type":"DigitalDocument","name":"Hugging Bay agent bundle","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/agent-bundle","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-glm-4-7-flash-gguf","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay distribution document","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/distribution","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay hosted download rows","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-unsloth-glm-4-7-flash-gguf&limit=100","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay local kit","url":"https://huggingbay.xyz/local-kit/hf-model-unsloth-glm-4-7-flash-gguf","encodingFormat":"text/html"},{"@type":"DigitalDocument","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#license-provenance-metadata","name":"License and provenance metadata","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-glm-4-7-flash-gguf","description":"unsloth/GLM-4.7-Flash-GGUF license, provenance, source scan state, and mirror eligibility metadata. Unknown: canonical-snapshot-missing."},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#trust-bundle-api","name":"Hugging Bay trust bundle API","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-glm-4-7-flash-gguf","documentation":"https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-glm-4-7-flash-gguf","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#review-summary-api","name":"Hugging Bay review summary API","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/review-summary","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/review-summary","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#distribution-api","name":"Hugging Bay distribution API","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/distribution","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/distribution","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebPage","name":"Original upstream source","url":"https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF"}],"potentialAction":[{"@type":"OrganizeAction","name":"Request a complete representation","target":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf/mirrors"}],"additionalProperty":[{"@type":"PropertyValue","name":"Declared license","value":"mit"},{"@type":"PropertyValue","name":"Pipeline","value":"text-generation"},{"@type":"PropertyValue","name":"Library","value":"transformers"},{"@type":"PropertyValue","name":"Task categories","value":"text-generation"},{"@type":"PropertyValue","name":"Languages","value":"en, zh"},{"@type":"PropertyValue","name":"Paper ids","value":"2508.06471"},{"@type":"PropertyValue","name":"File hints","value":"16 upstream file samples"},{"@type":"PropertyValue","name":"Hosting status","value":"external"},{"@type":"PropertyValue","name":"Hosted files","value":"0"},{"@type":"PropertyValue","name":"Listed files","value":"5"},{"@type":"PropertyValue","name":"Total download size","value":"484.4 GB"},{"@type":"PropertyValue","name":"Total download size in bytes","value":"520070611981","unitCode":"AD"},{"@type":"PropertyValue","name":"Recommended file","value":"15.2 GB (Q4_K_S) — GLM-4.7-Flash-IQ4_XS.gguf"},{"@type":"PropertyValue","name":"Recommended file size","value":"15.2 GB (Q4_K_S)"},{"@type":"PropertyValue","name":"Recommended file size in bytes","value":"16271360352","unitCode":"AD"},{"@type":"PropertyValue","name":"License","value":"mit"},{"@type":"PropertyValue","name":"Upstream downloads","value":"113568"},{"@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-unsloth-glm-4-7-flash-gguf/agent-bundle"},{"@type":"PropertyValue","name":"Trust bundle","value":"https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-glm-4-7-flash-gguf"},{"@type":"PropertyValue","name":"Trusted download state","value":"File inventory only: Individually hashed hosted files may be downloaded, but selected-representation completeness and runtime state are unknown."},{"@type":"PropertyValue","name":"Canonical executable state","value":"unknown"},{"@type":"PropertyValue","name":"Canonical evidence timestamp","value":"unknown"},{"@type":"PropertyValue","name":"Selected representation","value":"unknown"},{"@type":"PropertyValue","name":"Run fit","value":"Unknown: canonical-snapshot-missing"},{"@type":"PropertyValue","name":"Runtime footprint","value":"unknown"},{"@type":"PropertyValue","name":"Run-fit warnings","value":"No runtime compatibility or run-readiness claim is available until canonical evaluation is integrated."}]},{"@type":"FAQPage","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq","dateModified":"2026-07-08T07:04:09.599Z","mainEntity":[{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq-what-is-it","name":"What is unsloth/GLM-4.7-Flash-GGUF?","acceptedAnswer":{"@type":"Answer","text":"unsloth/GLM-4.7-Flash-GGUF is an open-weights language model for text generation published by unsloth, released Jul 8, 2026. Model from Hugging Face for text generation: unsloth/GLM-4.7-Flash-GGUF · transformers"}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq-license","name":"What license does unsloth/GLM-4.7-Flash-GGUF use, and 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-unsloth-glm-4-7-flash-gguf#faq-size","name":"How big is unsloth/GLM-4.7-Flash-GGUF?","acceptedAnswer":{"@type":"Answer","text":"The full upstream repository is 484.4 GB, which includes 4 alternative weight variants; the recommended download, GLM-4.7-Flash-IQ4_XS.gguf (Q4_K_S), is 15.2 GB."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq-download","name":"Where can I download unsloth/GLM-4.7-Flash-GGUF?","acceptedAnswer":{"@type":"Answer","text":"Hugging Bay does not host files for this model. Download it from the original Hugging Face release at https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF. The record lists 5 files; total size: 484.4 GB."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq-safety","name":"Has unsloth/GLM-4.7-Flash-GGUF been scanned for unsafe files?","acceptedAnswer":{"@type":"Answer","text":"Source scan status: passed. No files are hosted here, so no hosted-file hashes are published. The machine-readable verdict is at /api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/safety on Hugging Bay."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq-fit-rtx4090-24","name":"Does unsloth/GLM-4.7-Flash-GGUF run on an RTX 4090 (24GB)?","acceptedAnswer":{"@type":"Answer","text":"unsloth/GLM-4.7-Flash-GGUF needs ~18.65 GB, which is within the 24 GB on an RTX 4090 (24GB) by memory capacity (~5.35 GB headroom). Computed from stated size and quant, not a runtime guarantee."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq-fit-rtx3090-24","name":"Does unsloth/GLM-4.7-Flash-GGUF run on an RTX 3090 (24GB)?","acceptedAnswer":{"@type":"Answer","text":"unsloth/GLM-4.7-Flash-GGUF needs ~18.65 GB, which is within the 24 GB on an RTX 3090 (24GB) by memory capacity (~5.35 GB headroom). Computed from stated size and quant, not a runtime guarantee."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq-fit-a100-80","name":"Does unsloth/GLM-4.7-Flash-GGUF run on an A100 (80GB)?","acceptedAnswer":{"@type":"Answer","text":"unsloth/GLM-4.7-Flash-GGUF needs ~18.65 GB, which is within the 80 GB on an A100 (80GB) by memory capacity (~61.35 GB headroom). Computed from stated size and quant, not a runtime guarantee."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq-fit-laptop-16","name":"Does unsloth/GLM-4.7-Flash-GGUF run on a 16GB laptop (no dedicated GPU)?","acceptedAnswer":{"@type":"Answer","text":"unsloth/GLM-4.7-Flash-GGUF needs ~18.65 GB of memory (weights + KV cache at 8192 tokens); that is more than the 16 GB on a 16GB laptop (no dedicated GPU), so it does not fit. Computed from stated size and quant, not a runtime guarantee."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-unsloth-glm-4-7-flash-gguf#faq-fit-laptop-8","name":"Does unsloth/GLM-4.7-Flash-GGUF run on an 8GB laptop (no dedicated GPU)?","acceptedAnswer":{"@type":"Answer","text":"unsloth/GLM-4.7-Flash-GGUF needs ~18.65 GB of memory (weights + KV cache at 8192 tokens); that is more than the 8 GB on an 8GB laptop (no dedicated GPU), so it does not fit. Computed from stated size and quant, not a runtime guarantee."}}]}]},"name":"GLM-4.7-Flash-GGUF","owner":"unsloth","type":"llm","task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","gguf","md","gguf_file"],"tags":["huggingface-import","external-catalog","model","mit","transformers","gguf","unsloth","text-generation","en","zh","arxiv:2508.06471","base_model:zai-org/glm-4.7-flash","base_model:quantized:zai-org/glm-4.7-flash","license:mit","endpoints_compatible","deploy:azure","region:us","imatrix","conversational","llm"],"summary":"Model from Hugging Face for text generation: unsloth/GLM-4.7-Flash-GGUF · transformers","license":{"raw":"mit","ids":["mit"],"open":true,"mirrorEligible":true,"obligationsDigest":null,"upstreamRecord":{"declaredLicense":"mit","upstreamLicenseRaw":"mit","sourceUrl":"https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF","upstream":{"gated":false,"repoId":"unsloth/GLM-4.7-Flash-GGUF","private":false,"repoUrl":"https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"0d32489ecb9db6d2a4fc93bd27ef01519f95474d","fetchedAt":"2026-07-08T06:57:28.320Z","importMode":"mirrored-release","licenseRaw":"mit"}}},"safety":{"visibility":"public","verificationStatus":"verified","scanStatus":"passed","cardCompleteness":92},"provenance":{"sourceUrl":"https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF","publisher":"unsloth","upstream":{"gated":false,"repoId":"unsloth/GLM-4.7-Flash-GGUF","private":false,"repoUrl":"https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"0d32489ecb9db6d2a4fc93bd27ef01519f95474d","fetchedAt":"2026-07-08T06:57:28.320Z","importMode":"mirrored-release","licenseRaw":"mit"},"createdAt":"2026-06-29T22:22:40.039Z","updatedAt":"2026-07-08T07:04:09.599Z","version":"hf-mirror-0d32489"},"modelCardFacts":{"source":"huggingface-cardData","repoType":"model","sourceUrl":"https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF","declaredLicense":"mit","pipelineTag":"text-generation","libraryName":"transformers","baseModel":"","baseModels":[],"taskCategories":["text-generation"],"cardTags":[],"languages":["en","zh"],"datasets":[],"metrics":[],"paperIds":["2508.06471"],"modelIndexNames":[],"evalResults":[],"siblingSample":[{"path":".gitattributes","sizeBytes":3448,"lfs":false},{"path":"BF16/GLM-4.7-Flash-BF16-00001-of-00002.gguf","sizeBytes":49912579232,"lfs":true},{"path":"BF16/GLM-4.7-Flash-BF16-00002-of-00002.gguf","sizeBytes":9996258464,"lfs":true},{"path":"GLM-4.7-Flash-IQ4_NL.gguf","sizeBytes":17165033824,"lfs":true},{"path":"GLM-4.7-Flash-IQ4_XS.gguf","sizeBytes":16271360352,"lfs":true},{"path":"GLM-4.7-Flash-MXFP4_MOE.gguf","sizeBytes":16968499296,"lfs":true},{"path":"GLM-4.7-Flash-Q2_K.gguf","sizeBytes":11344720224,"lfs":true},{"path":"GLM-4.7-Flash-Q2_K_L.gguf","sizeBytes":11419062624,"lfs":true},{"path":"GLM-4.7-Flash-Q3_K_M.gguf","sizeBytes":14614624608,"lfs":true},{"path":"GLM-4.7-Flash-Q3_K_S.gguf","sizeBytes":13288618336,"lfs":true},{"path":"GLM-4.7-Flash-Q4_0.gguf","sizeBytes":17216676192,"lfs":true},{"path":"GLM-4.7-Flash-Q4_1.gguf","sizeBytes":18972205408,"lfs":true},{"path":"GLM-4.7-Flash-Q4_K_M.gguf","sizeBytes":18312339808,"lfs":true},{"path":"GLM-4.7-Flash-Q4_K_S.gguf","sizeBytes":17268318560,"lfs":true},{"path":"GLM-4.7-Flash-Q5_K_M.gguf","sizeBytes":21408850272,"lfs":true},{"path":"GLM-4.7-Flash-Q5_K_S.gguf","sizeBytes":20817813856,"lfs":true}],"semanticTerms":["text-generation","transformers","llm","model","en","zh","gguf"],"cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"coverage":{"rawKeyCount":17,"normalizedFields":7,"hasDeclaredLicense":true,"hasPipeline":true,"hasLibrary":true,"hasBaseModel":false,"hasLanguages":true,"hasDatasets":false,"hasMetrics":false,"hasPapers":true,"hasModelIndex":false,"hasEvaluationResults":false,"hasFileHints":true,"hasTaskCategories":true,"hasCardTags":false},"facts":[{"id":"declared-license","label":"Declared license","value":"mit"},{"id":"pipeline","label":"Pipeline","value":"text-generation"},{"id":"library","label":"Library","value":"transformers"},{"id":"task-categories","label":"Task categories","value":"text-generation"},{"id":"languages","label":"Languages","value":"en, zh"},{"id":"papers","label":"Paper ids","value":"2508.06471"},{"id":"file-hints","label":"File hints","value":"16 upstream file samples"}]},"hosting":{"status":"unknown","hostedFiles":0,"externalFiles":5,"totalFiles":5,"storageProvider":"gcs","requestCount":1,"note":"Files are external metadata only until a reviewed mirror is approved."},"distribution":{"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."},"metrics":{"downloads":113568,"stars":660,"citations":0,"mirrorDemand":1},"signals":{"size":{"known":true,"bytes":520070611981,"label":"484.4 GB","reason":""},"demand":{"mirrorRequests":1,"upstreamDownloads":113568,"upstreamStars":660,"label":"1 mirror request","basis":"mirror-requests"},"trust":{"score":0,"level":"metadata-checked","label":"Metadata checked 0/100","qualification":"canonical-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"unsloth/GLM-4.7-Flash-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: unsloth/GLM-4.7-Flash-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","canonicalState":{"found":false,"current":false,"state":"unknown","reason":"canonical-snapshot-missing","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","manifestFinal":false,"obtainReady":false,"hosted":false,"hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":0,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":5,"scope":"canonical-postgres-snapshot-unavailable"},"hostedFinal":false,"hostedFiles":0,"externalFiles":5,"totalFiles":5},"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-unsloth-glm-4-7-flash-gguf/mirrors"}},"localUse":{"worksWith":[],"canonicalState":{"found":false,"current":false,"state":"unknown","reason":"canonical-snapshot-missing","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","manifestFinal":false,"obtainReady":false,"hosted":false,"hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":0,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":5,"scope":"canonical-postgres-snapshot-unavailable"},"guidance":"Runtime compatibility and run readiness are unknown. Inspect individually hashed files without treating them as a complete bundle."},"agentUse":{"recommendedFlow":["Search /api/artifacts?summary=1 with bounded limit and filters.","Inspect this metadata endpoint and /api/artifacts/{id}/files before downloading.","Use /api/manifests/{id} only when files are hosted or release gates are final.","Use /api/artifacts/{id}/distribution to inspect hosted, upstream, and reviewed peer-assisted fallback options before choosing a download path.","Treat external Hugging Face rows as upstream links, not Hugging Bay-hosted files.","Use POST /api/artifacts/{id}/mirror-request for user-demand capture when a mirror is needed."],"cautions":["Do not attempt gated/private bypasses.","Do not assume Hugging Bay hosts files when hosting.status is external.","Do not mirror or redistribute bytes without license and safety review."]},"actions":{"downloadIfHosted":null,"requestMirror":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/mirror-request","body":{"sourceRoute":"/artifact/hf-model-unsloth-glm-4-7-flash-gguf","useCase":"agent-requested-review"},"safe":true},"trustBundle":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-unsloth-glm-4-7-flash-gguf"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/reviews","body":{"rating":5,"body":"Loaded successfully with tool/version/hardware details.","tool":"transformers"},"safe":true},"communitySignals":{"method":"GET","url":"https://huggingbay.xyz/api/community/signals?limit=25"},"distribution":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/distribution"},"requestDecentralizedFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/decentralized-fallbacks","body":{"magnetUri":"magnet:?xt=urn:btih:<info-hash>&dn=<name>","sourceUrl":"https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF","useCase":"peer-assisted fallback review"},"safe":true,"note":"Submits magnet metadata for review. Hugging Bay does not publish unreviewed fallback links or bypass gated/private upstreams."},"fileList":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/files?limit=100"},"versions":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/versions"},"card":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/card","markdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-unsloth-glm-4-7-flash-gguf/card.md"},"compare":{"method":"GET","url":"https://huggingbay.xyz/api/compare?ids=hf-model-unsloth-glm-4-7-flash-gguf","note":"Append up to five more comma-separated ids or owner/name repos."},"sourcePolicy":{"method":"GET","url":"https://huggingbay.xyz/api/sources/huggingface/coverage"},"similarCuratedPages":[{"slug":"eastern-open-models","webUrl":"https://huggingbay.xyz/rankings/eastern-open-models","apiUrl":"https://huggingbay.xyz/api/rankings/eastern-open-models"},{"slug":"hosted-small-local-model-files","webUrl":"https://huggingbay.xyz/rankings/hosted-small-local-model-files","apiUrl":"https://huggingbay.xyz/api/rankings/hosted-small-local-model-files"},{"slug":"needs-first-review","webUrl":"https://huggingbay.xyz/rankings/needs-first-review","apiUrl":"https://huggingbay.xyz/api/rankings/needs-first-review"},{"slug":"small-local-model-files","webUrl":"https://huggingbay.xyz/rankings/small-local-model-files","apiUrl":"https://huggingbay.xyz/api/rankings/small-local-model-files"},{"slug":"paper-code-benchmarks","webUrl":"https://huggingbay.xyz/rankings/paper-code-benchmarks","apiUrl":"https://huggingbay.xyz/api/rankings/paper-code-benchmarks"}]},"containment":{"state":"unavailable","canonicalState":"unknown","verificationState":"unknown","executable":false,"downloadReady":false,"summary":"Canonical artifact completeness, verification, execution readiness, and download readiness are unavailable during containment."}}