{"schemaVersion":"hugging-bay.artifact-metadata.v1","id":"hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","repo":"didula-wso2/exp_17_0_sft_16bit_vllm","canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/files","versionsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/versions","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/distribution","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","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-didula-wso2-exp-17-0-sft-16bit-vllm#webpage","url":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","name":"didula-wso2/exp_17_0_sft_16bit_vllm | Hugging Bay","description":"External Hugging Face catalog record for didula-wso2/exp_17_0_sft_16bit_vllm. Task: text generation. Library: transformers. Languages: en. Base model: unsloth/Qwen2.5-Coder-7B-Instruct. Popularity signal at import: 4 downloads and 0 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-didula-wso2-exp-17-0-sft-16bit-vllm#artifact"}},{"@type":"BreadcrumbList","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#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":"didula-wso2/exp_17_0_sft_16bit_vllm","item":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm"}]},{"@type":["SoftwareApplication","CreativeWork"],"@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#artifact","name":"didula-wso2/exp_17_0_sft_16bit_vllm","alternateName":"exp_17_0_sft_16bit_vllm","description":"External Hugging Face catalog record for didula-wso2/exp_17_0_sft_16bit_vllm. Task: text generation. Library: transformers. Languages: en. Base model: unsloth/Qwen2.5-Coder-7B-Instruct. Popularity signal at import: 4 downloads and 0 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-didula-wso2-exp-17-0-sft-16bit-vllm","identifier":"hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","additionalType":"https://huggingbay.xyz/schema/OpenWeightLanguageModel","applicationCategory":"AI model artifact","applicationSubCategory":"text-generation","fileSize":"14.2 GB","license":"https://spdx.org/licenses/Apache-2.0.html","keywords":"llm, text-generation, text, transformers, gitattributes, md, json, jinja, txt, safetensors, huggingface-import, external-catalog, model, apache-2.0, transformers, safetensors, qwen2, text-generation, text-generation-inference, unsloth, conversational, en, base_model:unsloth/qwen2.5-coder-7b-instruct, base_model:finetune:unsloth/qwen2.5-coder-7b-instruct, license:apache-2.0, endpoints_compatible, region:us, llm, unsloth/qwen2.5-coder-7b-instruct","datePublished":"2025-11-05T07:41:31.000Z","dateModified":"2026-08-30T01:33:50.176Z","inLanguage":["en"],"creator":{"@type":"Organization","name":"didula-wso2"},"publisher":{"@type":"Organization","name":"didula-wso2","url":"https://huggingface.co/didula-wso2","sameAs":["https://huggingface.co/didula-wso2"]},"sameAs":["https://huggingface.co/didula-wso2/exp_17_0_sft_16bit_vllm"],"isBasedOn":{"@type":["SoftwareApplication","CreativeWork"],"name":"unsloth/Qwen2.5-Coder-7B-Instruct","url":"https://huggingface.co/unsloth/Qwen2.5-Coder-7B-Instruct","sameAs":"https://huggingface.co/unsloth/Qwen2.5-Coder-7B-Instruct"},"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-didula-wso2-exp-17-0-sft-16bit-vllm/card.md","https://huggingbay.xyz/api/trust-bundles/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/distribution"],"softwareVersion":"hf-main","review":[],"subjectOf":[{"@type":"DigitalDocument","name":"Hugging Bay artifact card","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/card","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay artifact card markdown","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/card.md","encodingFormat":"text/markdown"},{"@type":"DigitalDocument","name":"Hugging Bay agent bundle","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/agent-bundle","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay distribution document","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/distribution","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay hosted download rows","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-didula-wso2-exp-17-0-sft-16bit-vllm&limit=100","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay local kit","url":"https://huggingbay.xyz/local-kit/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","encodingFormat":"text/html"},{"@type":"DigitalDocument","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#license-provenance-metadata","name":"License and provenance metadata","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","description":"didula-wso2/exp_17_0_sft_16bit_vllm license, provenance, source scan state, and mirror eligibility metadata. Unknown: canonical-state-temporarily-unavailable."},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#trust-bundle-api","name":"Hugging Bay trust bundle API","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","documentation":"https://huggingbay.xyz/api/trust-bundles/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#review-summary-api","name":"Hugging Bay review summary API","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/review-summary","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/review-summary","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#distribution-api","name":"Hugging Bay distribution API","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/distribution","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/distribution","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebPage","name":"Original upstream source","url":"https://huggingface.co/didula-wso2/exp_17_0_sft_16bit_vllm"}],"potentialAction":[{"@type":"OrganizeAction","name":"Request a complete representation","target":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/mirrors"}],"additionalProperty":[{"@type":"PropertyValue","name":"Declared license","value":"apache-2.0"},{"@type":"PropertyValue","name":"Pipeline","value":"text-generation"},{"@type":"PropertyValue","name":"Library","value":"transformers"},{"@type":"PropertyValue","name":"Base model","value":"unsloth/Qwen2.5-Coder-7B-Instruct"},{"@type":"PropertyValue","name":"Task categories","value":"text-generation"},{"@type":"PropertyValue","name":"Languages","value":"en"},{"@type":"PropertyValue","name":"File hints","value":"15 upstream file samples"},{"@type":"PropertyValue","name":"Hosting status","value":"hosted"},{"@type":"PropertyValue","name":"Hosted files","value":"13"},{"@type":"PropertyValue","name":"Listed files","value":"14"},{"@type":"PropertyValue","name":"Total download size","value":"14.2 GB"},{"@type":"PropertyValue","name":"Total download size in bytes","value":"15247185278","unitCode":"AD"},{"@type":"PropertyValue","name":"License","value":"apache-2.0"},{"@type":"PropertyValue","name":"Upstream downloads","value":"21"},{"@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-didula-wso2-exp-17-0-sft-16bit-vllm/agent-bundle"},{"@type":"PropertyValue","name":"Trust bundle","value":"https://huggingbay.xyz/api/trust-bundles/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm"},{"@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-state-temporarily-unavailable"},{"@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-didula-wso2-exp-17-0-sft-16bit-vllm#faq","dateModified":"2026-08-30T01:33:50.176Z","mainEntity":[{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#faq-what-is-it","name":"What is didula-wso2/exp_17_0_sft_16bit_vllm?","acceptedAnswer":{"@type":"Answer","text":"didula-wso2/exp_17_0_sft_16bit_vllm is an open-weights language model for text generation published by didula-wso2, released Nov 5, 2025. Model from Hugging Face for text generation: didula-wso2/exp_17_0_sft_16bit_vllm · transformers"}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#faq-license","name":"What license does didula-wso2/exp_17_0_sft_16bit_vllm use, and can I use it commercially?","acceptedAnswer":{"@type":"Answer","text":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#faq-size","name":"How big is didula-wso2/exp_17_0_sft_16bit_vllm?","acceptedAnswer":{"@type":"Answer","text":"The total download is 14.2 GB across 14 files."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#faq-download","name":"Where can I download didula-wso2/exp_17_0_sft_16bit_vllm?","acceptedAnswer":{"@type":"Answer","text":"Hugging Bay hosts 13 of 14 files for this model, each with a published SHA-256 checksum. Total size: 14.2 GB. The original release is at https://huggingface.co/didula-wso2/exp_17_0_sft_16bit_vllm."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#faq-safety","name":"Has didula-wso2/exp_17_0_sft_16bit_vllm been scanned for unsafe files?","acceptedAnswer":{"@type":"Answer","text":"Source scan status: passed. 13 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/safety on Hugging Bay."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#faq-fit-rtx4090-24","name":"Does didula-wso2/exp_17_0_sft_16bit_vllm run on an RTX 4090 (24GB)?","acceptedAnswer":{"@type":"Answer","text":"didula-wso2/exp_17_0_sft_16bit_vllm needs ~17.54 GB, which is within the 24 GB on an RTX 4090 (24GB) by memory capacity (~6.46 GB headroom). Computed from stated size and quant, not a runtime guarantee."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#faq-fit-rtx3090-24","name":"Does didula-wso2/exp_17_0_sft_16bit_vllm run on an RTX 3090 (24GB)?","acceptedAnswer":{"@type":"Answer","text":"didula-wso2/exp_17_0_sft_16bit_vllm needs ~17.54 GB, which is within the 24 GB on an RTX 3090 (24GB) by memory capacity (~6.46 GB headroom). Computed from stated size and quant, not a runtime guarantee."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#faq-fit-a100-80","name":"Does didula-wso2/exp_17_0_sft_16bit_vllm run on an A100 (80GB)?","acceptedAnswer":{"@type":"Answer","text":"didula-wso2/exp_17_0_sft_16bit_vllm needs ~17.54 GB, which is within the 80 GB on an A100 (80GB) by memory capacity (~62.46 GB headroom). Computed from stated size and quant, not a runtime guarantee."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm#faq-fit-laptop-16","name":"Does didula-wso2/exp_17_0_sft_16bit_vllm run on a 16GB laptop (no dedicated GPU)?","acceptedAnswer":{"@type":"Answer","text":"didula-wso2/exp_17_0_sft_16bit_vllm needs ~17.54 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-didula-wso2-exp-17-0-sft-16bit-vllm#faq-fit-laptop-8","name":"Does didula-wso2/exp_17_0_sft_16bit_vllm run on an 8GB laptop (no dedicated GPU)?","acceptedAnswer":{"@type":"Answer","text":"didula-wso2/exp_17_0_sft_16bit_vllm needs ~17.54 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":"exp_17_0_sft_16bit_vllm","owner":"didula-wso2","type":"llm","task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jinja","txt","safetensors"],"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","text-generation-inference","unsloth","conversational","en","base_model:unsloth/qwen2.5-coder-7b-instruct","base_model:finetune:unsloth/qwen2.5-coder-7b-instruct","license:apache-2.0","endpoints_compatible","region:us","llm","unsloth/qwen2.5-coder-7b-instruct"],"summary":"Model from Hugging Face for text generation: didula-wso2/exp_17_0_sft_16bit_vllm · transformers","license":{"raw":"apache-2.0","ids":["apache-2.0"],"open":true,"mirrorEligible":true,"obligationsDigest":null,"upstreamRecord":{"declaredLicense":"apache-2.0","upstreamLicenseRaw":"apache-2.0","sourceUrl":"https://huggingface.co/didula-wso2/exp_17_0_sft_16bit_vllm","upstream":{"gated":false,"repoId":"didula-wso2/exp_17_0_sft_16bit_vllm","private":false,"repoUrl":"https://huggingface.co/didula-wso2/exp_17_0_sft_16bit_vllm","disabled":false,"provider":"huggingface","repoType":"model","revision":"c8b80cbcb6720de4398f54d0a29d9a6f6a6ff50b","fetchedAt":"2026-08-29T23:22:19.809Z","importMode":"external-catalog","licenseRaw":"apache-2.0"}}},"safety":{"visibility":"public","verificationStatus":"verified","scanStatus":"passed","cardCompleteness":96},"provenance":{"sourceUrl":"https://huggingface.co/didula-wso2/exp_17_0_sft_16bit_vllm","publisher":"didula-wso2","upstream":{"gated":false,"repoId":"didula-wso2/exp_17_0_sft_16bit_vllm","private":false,"repoUrl":"https://huggingface.co/didula-wso2/exp_17_0_sft_16bit_vllm","disabled":false,"provider":"huggingface","repoType":"model","revision":"c8b80cbcb6720de4398f54d0a29d9a6f6a6ff50b","fetchedAt":"2026-08-29T23:22:19.809Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"createdAt":"2026-06-30T19:29:40.150Z","updatedAt":"2026-08-30T01:33:50.176Z","version":"hf-main"},"modelCardFacts":{"source":"huggingface-cardData","repoType":"model","sourceUrl":"https://huggingface.co/didula-wso2/exp_17_0_sft_16bit_vllm","declaredLicense":"apache-2.0","pipelineTag":"text-generation","libraryName":"transformers","baseModel":"unsloth/Qwen2.5-Coder-7B-Instruct","baseModels":["unsloth/Qwen2.5-Coder-7B-Instruct"],"taskCategories":["text-generation"],"cardTags":[],"languages":["en"],"datasets":[],"metrics":[],"paperIds":[],"modelIndexNames":[],"evalResults":[],"siblingSample":[{"path":".gitattributes","sizeBytes":1570,"lfs":false},{"path":"README.md","sizeBytes":594,"lfs":false},{"path":"added_tokens.json","sizeBytes":632,"lfs":false},{"path":"chat_template.jinja","sizeBytes":2506,"lfs":false},{"path":"config.json","sizeBytes":1436,"lfs":false},{"path":"merges.txt","sizeBytes":1671853,"lfs":false},{"path":"model-00001-of-00004.safetensors","sizeBytes":4877660776,"lfs":true},{"path":"model-00002-of-00004.safetensors","sizeBytes":4932751008,"lfs":true},{"path":"model-00003-of-00004.safetensors","sizeBytes":4330865200,"lfs":true},{"path":"model-00004-of-00004.safetensors","sizeBytes":1089994880,"lfs":true},{"path":"model.safetensors.index.json","sizeBytes":27752,"lfs":false},{"path":"special_tokens_map.json","sizeBytes":613,"lfs":false},{"path":"tokenizer.json","sizeBytes":11422086,"lfs":true},{"path":"tokenizer_config.json","sizeBytes":7539,"lfs":false},{"path":"vocab.json","sizeBytes":2776833,"lfs":false}],"semanticTerms":["text-generation","transformers","llm","model","en","unsloth/qwen2.5-coder-7b-instruct","safetensors","base_model:unsloth/qwen2.5-coder-7b-instruct","base_model:finetune:unsloth/qwen2.5-coder-7b-instruct"],"cardDataKeys":["base_model","language","license","tags"],"coverage":{"rawKeyCount":17,"normalizedFields":7,"hasDeclaredLicense":true,"hasPipeline":true,"hasLibrary":true,"hasBaseModel":true,"hasLanguages":true,"hasDatasets":false,"hasMetrics":false,"hasPapers":false,"hasModelIndex":false,"hasEvaluationResults":false,"hasFileHints":true,"hasTaskCategories":true,"hasCardTags":false},"facts":[{"id":"declared-license","label":"Declared license","value":"apache-2.0"},{"id":"pipeline","label":"Pipeline","value":"text-generation"},{"id":"library","label":"Library","value":"transformers"},{"id":"base-model","label":"Base model","value":"unsloth/Qwen2.5-Coder-7B-Instruct"},{"id":"task-categories","label":"Task categories","value":"text-generation"},{"id":"languages","label":"Languages","value":"en"},{"id":"file-hints","label":"File hints","value":"15 upstream file samples"}]},"hosting":{"status":"unknown","hostedFiles":13,"externalFiles":1,"totalFiles":14,"storageProvider":"gcs","requestCount":0,"note":"Some files are hosted by Hugging Bay. Verify manifests and hashes before use."},"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":21,"stars":0,"citations":0,"mirrorDemand":0},"signals":{"size":{"known":true,"bytes":15247185278,"label":"14.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21,"upstreamStars":0,"label":"21 upstream downloads","basis":"upstream-downloads"},"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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"didula-wso2/exp_17_0_sft_16bit_vllm"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: didula-wso2/exp_17_0_sft_16bit_vllm","Scan: passed"],"gaps":["Hosted files: 13/14 repository files hosted; selected representation evaluated separately","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","canonicalState":{"found":false,"current":false,"state":"unknown","reason":"canonical-state-temporarily-unavailable","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":14,"scope":"canonical-postgres-snapshot-unavailable"},"hostedFinal":false,"hostedFiles":13,"externalFiles":1,"totalFiles":14},"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-didula-wso2-exp-17-0-sft-16bit-vllm/mirrors"}},"localUse":{"worksWith":[],"canonicalState":{"found":false,"current":false,"state":"unknown","reason":"canonical-state-temporarily-unavailable","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":14,"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":null,"trustBundle":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/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-didula-wso2-exp-17-0-sft-16bit-vllm/distribution"},"requestDecentralizedFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/decentralized-fallbacks","body":{"magnetUri":"magnet:?xt=urn:btih:<info-hash>&dn=<name>","sourceUrl":"https://huggingface.co/didula-wso2/exp_17_0_sft_16bit_vllm","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-didula-wso2-exp-17-0-sft-16bit-vllm/files?limit=100"},"versions":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/versions"},"card":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/card","markdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-didula-wso2-exp-17-0-sft-16bit-vllm/card.md"},"compare":{"method":"GET","url":"https://huggingbay.xyz/api/compare?ids=hf-model-didula-wso2-exp-17-0-sft-16bit-vllm","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":"commercial-use-safe","webUrl":"https://huggingbay.xyz/rankings/commercial-use-safe","apiUrl":"https://huggingbay.xyz/api/rankings/commercial-use-safe"}]},"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."}}