{"kind":"answer-pack","schemaVersion":"hugging-bay.answer-pack.v1","generatedAt":"2026-11-14T00:54:04.694Z","slug":"commercial-safe-embedding-models","title":"Embedding model license records","question":"Which licenses are recorded for embedding models?","description":"Check the license shown for each model, then read the exact upstream license. A label alone does not tell you whether your planned use is allowed.","answerLead":"Check the license shown for each model, then read the exact upstream license. A label alone does not tell you whether your planned use is allowed.","displayOnly":false,"keywords":["commercial embedding model","embedding license commercial"],"shortAnswer":"Check the license shown for each model, then read the exact upstream license. A label alone does not tell you whether your planned use is allowed. Catalog matches: Qwen/Qwen3-Embedding-0.6B, indobenchmark/indobert-base-p1, zeroentropy/zerank-2-reranker, allenai/specter2_base, mixedbread-ai/mxbai-rerank-xsmall-v1. Next: Read this model's license.","nextStep":{"label":"Read this model's license","href":"/artifact/hf-model-qwen-qwen3-embedding-0-6b/license"},"canonicalUrl":"https://huggingbay.xyz/answers/commercial-safe-embedding-models","webUrl":"https://huggingbay.xyz/answers/commercial-safe-embedding-models","apiUrl":"https://huggingbay.xyz/api/answers/commercial-safe-embedding-models","sourceApiUrl":"https://huggingbay.xyz/api/artifacts?type=embedding&commercial=1&summary=1&limit=12","rankingUrl":null,"recommenderUrl":"https://huggingbay.xyz/api/recommender?useCase=rag-embeddings&limit=12","rows":[{"rank":1,"id":"hf-model-qwen-qwen3-embedding-0-6b","repo":"Qwen/Qwen3-Embedding-0.6B","type":"embedding","task":"feature-extraction","license":"apache-2.0","summary":"Model from Hugging Face for feature extraction: Qwen/Qwen3-Embedding-0.6B · sentence transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":1,"fileCount":12,"downloads":10189053,"stars":1346,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-qwen-qwen3-embedding-0-6b","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-qwen-qwen3-embedding-0-6b","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-qwen-qwen3-embedding-0-6b","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-qwen-qwen3-embedding-0-6b&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-qwen-qwen3-embedding-0-6b","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-qwen-qwen3-embedding-0-6b","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-embedding-0-6b/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-qwen-qwen3-embedding-0-6b","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-qwen-qwen3-embedding-0-6b&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/Qwen/Qwen3-Embedding-0.6B","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":17237,"readinessCheckedAt":"2026-11-14T00:54:04.682Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.682Z","evidence_url":"/api/manifests/hf-model-qwen-qwen3-embedding-0-6b"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":2,"id":"hf-model-indobenchmark-indobert-base-p1","repo":"indobenchmark/indobert-base-p1","type":"embedding","task":"feature-extraction","license":"mit","summary":"Model from Hugging Face for feature extraction: indobenchmark/indobert-base-p1 · transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":6,"fileCount":9,"downloads":698084,"stars":57,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Recorded license: mit. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-indobenchmark-indobert-base-p1","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-indobenchmark-indobert-base-p1","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-indobenchmark-indobert-base-p1","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-indobenchmark-indobert-base-p1&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-indobenchmark-indobert-base-p1","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-indobenchmark-indobert-base-p1","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-indobenchmark-indobert-base-p1/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-indobenchmark-indobert-base-p1","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-indobenchmark-indobert-base-p1&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/indobenchmark/indobert-base-p1","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":1651628098,"readinessCheckedAt":"2026-11-14T00:54:04.683Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":6,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.683Z","evidence_url":"/api/manifests/hf-model-indobenchmark-indobert-base-p1"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":3,"id":"hf-model-zeroentropy-zerank-2-reranker","repo":"zeroentropy/zerank-2-reranker","type":"embedding","task":"text-ranking","license":"apache-2.0","summary":"Model from Hugging Face for text ranking: zeroentropy/zerank-2-reranker · sentence transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":16,"fileCount":19,"downloads":649962,"stars":120,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: text ranking. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-zeroentropy-zerank-2-reranker","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-zeroentropy-zerank-2-reranker","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-zeroentropy-zerank-2-reranker","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-zeroentropy-zerank-2-reranker&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-zeroentropy-zerank-2-reranker","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-zeroentropy-zerank-2-reranker","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-zeroentropy-zerank-2-reranker/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-zeroentropy-zerank-2-reranker","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-zeroentropy-zerank-2-reranker&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/zeroentropy/zerank-2-reranker","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":8056467554,"readinessCheckedAt":"2026-11-14T00:54:04.684Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":16,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.684Z","evidence_url":"/api/manifests/hf-model-zeroentropy-zerank-2-reranker"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":4,"id":"hf-model-allenai-specter2-base","repo":"allenai/specter2_base","type":"embedding","task":"feature-extraction","license":"apache-2.0","summary":"Model from Hugging Face for feature extraction: allenai/specter2_base · transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":5,"fileCount":8,"downloads":553728,"stars":48,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-allenai-specter2-base","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-allenai-specter2-base","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-allenai-specter2-base","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-allenai-specter2-base&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-allenai-specter2-base","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-allenai-specter2-base","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-allenai-specter2-base/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-allenai-specter2-base","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-allenai-specter2-base&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/allenai/specter2_base","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":440467707,"readinessCheckedAt":"2026-11-14T00:54:04.685Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":5,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.685Z","evidence_url":"/api/manifests/hf-model-allenai-specter2-base"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":5,"id":"hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1","repo":"mixedbread-ai/mxbai-rerank-xsmall-v1","type":"embedding","task":"text-ranking","license":"apache-2.0","summary":"Model from Hugging Face for text ranking: mixedbread-ai/mxbai-rerank-xsmall-v1 · transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":3,"fileCount":5,"downloads":553557,"stars":59,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: text ranking. Listed formats: safetensors, onnx. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":3,"mirroredBytes":425924441,"readinessCheckedAt":"2026-11-14T00:54:04.685Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":3,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.685Z","evidence_url":"/api/manifests/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":6,"id":"hf-model-alibaba-nlp-gte-base-en-v1-5","repo":"Alibaba-NLP/gte-base-en-v1.5","type":"embedding","task":"sentence-similarity","license":"apache-2.0","summary":"Model from Hugging Face for sentence similarity: Alibaba-NLP/gte-base-en-v1.5 · transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":16,"fileCount":18,"downloads":513172,"stars":72,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: sentence similarity. Listed formats: safetensors, onnx. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-alibaba-nlp-gte-base-en-v1-5","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-alibaba-nlp-gte-base-en-v1-5","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-alibaba-nlp-gte-base-en-v1-5","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-alibaba-nlp-gte-base-en-v1-5&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-alibaba-nlp-gte-base-en-v1-5","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-alibaba-nlp-gte-base-en-v1-5","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-base-en-v1-5/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-alibaba-nlp-gte-base-en-v1-5","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-alibaba-nlp-gte-base-en-v1-5&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/Alibaba-NLP/gte-base-en-v1.5","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":16,"mirroredBytes":2015521389,"readinessCheckedAt":"2026-11-14T00:54:04.690Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":16,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.690Z","evidence_url":"/api/manifests/hf-model-alibaba-nlp-gte-base-en-v1-5"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":7,"id":"hf-model-gptcache-paraphrase-albert-small-v2","repo":"GPTCache/paraphrase-albert-small-v2","type":"embedding","task":"feature-extraction","license":"mit","summary":"Model from Hugging Face for feature extraction: GPTCache/paraphrase-albert-small-v2 · transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":5,"fileCount":7,"downloads":493211,"stars":2,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Recorded license: mit. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-gptcache-paraphrase-albert-small-v2","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-gptcache-paraphrase-albert-small-v2","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-gptcache-paraphrase-albert-small-v2","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-gptcache-paraphrase-albert-small-v2&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-gptcache-paraphrase-albert-small-v2","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-gptcache-paraphrase-albert-small-v2","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-gptcache-paraphrase-albert-small-v2/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-gptcache-paraphrase-albert-small-v2","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-gptcache-paraphrase-albert-small-v2&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/GPTCache/paraphrase-albert-small-v2","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":2072836,"readinessCheckedAt":"2026-11-14T00:54:04.690Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":5,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.690Z","evidence_url":"/api/manifests/hf-model-gptcache-paraphrase-albert-small-v2"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":8,"id":"hf-model-laion-clap-htsat-unfused","repo":"laion/clap-htsat-unfused","type":"embedding","task":"feature-extraction","license":"apache-2.0","summary":"Model from Hugging Face for feature extraction: laion/clap-htsat-unfused · transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":3,"fileCount":10,"downloads":366545,"stars":96,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-laion-clap-htsat-unfused","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-laion-clap-htsat-unfused","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-laion-clap-htsat-unfused","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-laion-clap-htsat-unfused&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-laion-clap-htsat-unfused","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-laion-clap-htsat-unfused","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-laion-clap-htsat-unfused/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-laion-clap-htsat-unfused","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-laion-clap-htsat-unfused&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/laion/clap-htsat-unfused","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":3,"mirroredBytes":614535677,"readinessCheckedAt":"2026-11-14T00:54:04.691Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":3,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.691Z","evidence_url":"/api/manifests/hf-model-laion-clap-htsat-unfused"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":9,"id":"hf-model-facebook-hubert-base-ls960","repo":"facebook/hubert-base-ls960","type":"embedding","task":"feature-extraction","license":"apache-2.0","summary":"Model from Hugging Face for feature extraction: facebook/hubert-base-ls960 · transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":5,"fileCount":6,"downloads":268571,"stars":77,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-facebook-hubert-base-ls960","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-facebook-hubert-base-ls960","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-facebook-hubert-base-ls960","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-facebook-hubert-base-ls960&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-facebook-hubert-base-ls960","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-facebook-hubert-base-ls960","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-hubert-base-ls960/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-facebook-hubert-base-ls960","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-facebook-hubert-base-ls960&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/facebook/hubert-base-ls960","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":755310052,"readinessCheckedAt":"2026-11-14T00:54:04.691Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":5,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.691Z","evidence_url":"/api/manifests/hf-model-facebook-hubert-base-ls960"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":10,"id":"hf-model-nreimers-minilm-l3-h384-uncased","repo":"nreimers/MiniLM-L3-H384-uncased","type":"embedding","task":"feature-extraction","license":"mit","summary":"Model from Hugging Face for feature extraction: nreimers/MiniLM-L3-H384-uncased · transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":3,"fileCount":8,"downloads":207493,"stars":3,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Recorded license: mit. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-nreimers-minilm-l3-h384-uncased","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-nreimers-minilm-l3-h384-uncased","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-nreimers-minilm-l3-h384-uncased","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nreimers-minilm-l3-h384-uncased&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-nreimers-minilm-l3-h384-uncased","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-nreimers-minilm-l3-h384-uncased","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-nreimers-minilm-l3-h384-uncased/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-nreimers-minilm-l3-h384-uncased","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nreimers-minilm-l3-h384-uncased&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/nreimers/MiniLM-L3-H384-uncased","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":3,"mirroredBytes":69586342,"readinessCheckedAt":"2026-11-14T00:54:04.691Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":3,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.691Z","evidence_url":"/api/manifests/hf-model-nreimers-minilm-l3-h384-uncased"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":11,"id":"hf-model-ai-sage-giga-embeddings-instruct-480m-0826","repo":"ai-sage/Giga-Embeddings-instruct-480M-0826","type":"embedding","task":"sentence-similarity","license":"mit","summary":"Model from Hugging Face for sentence similarity: ai-sage/Giga-Embeddings-instruct-480M-0826 · sentence transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":12,"fileCount":14,"downloads":154498,"stars":23,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: sentence similarity. Listed formats: safetensors. Recorded license: mit. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-ai-sage-giga-embeddings-instruct-480m-0826","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai-sage-giga-embeddings-instruct-480m-0826","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai-sage-giga-embeddings-instruct-480m-0826","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ai-sage-giga-embeddings-instruct-480m-0826&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-ai-sage-giga-embeddings-instruct-480m-0826","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-ai-sage-giga-embeddings-instruct-480m-0826","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ai-sage-giga-embeddings-instruct-480m-0826/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-ai-sage-giga-embeddings-instruct-480m-0826","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ai-sage-giga-embeddings-instruct-480m-0826&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/ai-sage/Giga-Embeddings-instruct-480M-0826","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":978232306,"readinessCheckedAt":"2026-11-14T00:54:04.692Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":12,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.692Z","evidence_url":"/api/manifests/hf-model-ai-sage-giga-embeddings-instruct-480m-0826"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null},{"rank":12,"id":"hf-model-ibm-granite-granite-speech-4-1-2b-nar","repo":"ibm-granite/granite-speech-4.1-2b-nar","type":"embedding","task":"feature-extraction","license":"apache-2.0","summary":"Model from Hugging Face for feature extraction: ibm-granite/granite-speech-4.1-2b-nar · transformers","source":"huggingface","hostingStatus":"unknown","hostedFiles":15,"fileCount":21,"downloads":154097,"stars":60,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"The file list is incomplete; model weight availability is unknown.","selectionReason":"The catalog lists it as an embedding model for text search. Recorded task: feature extraction. Listed formats: safetensors. Recorded license: apache-2.0. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-ibm-granite-granite-speech-4-1-2b-nar","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ibm-granite-granite-speech-4-1-2b-nar","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ibm-granite-granite-speech-4-1-2b-nar","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ibm-granite-granite-speech-4-1-2b-nar&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-ibm-granite-granite-speech-4-1-2b-nar","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-ibm-granite-granite-speech-4-1-2b-nar","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-speech-4-1-2b-nar/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-ibm-granite-granite-speech-4-1-2b-nar","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ibm-granite-granite-speech-4-1-2b-nar&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/ibm-granite/granite-speech-4.1-2b-nar","readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":15,"mirroredBytes":4516630915,"readinessCheckedAt":"2026-11-14T00:54:04.694Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":null,"publicDownloadableFileCount":15,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T00:54:04.694Z","evidence_url":"/api/manifests/hf-model-ibm-granite-granite-speech-4-1-2b-nar"},"obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"recommendedFile":null}],"citationTargets":["https://huggingbay.xyz/answers/commercial-safe-embedding-models","https://huggingbay.xyz/artifact/hf-model-qwen-qwen3-embedding-0-6b","https://huggingbay.xyz/artifact/hf-model-indobenchmark-indobert-base-p1","https://huggingbay.xyz/artifact/hf-model-zeroentropy-zerank-2-reranker","https://huggingbay.xyz/artifact/hf-model-allenai-specter2-base","https://huggingbay.xyz/artifact/hf-model-mixedbread-ai-mxbai-rerank-xsmall-v1"],"extractionApis":["https://huggingbay.xyz/api/answers/commercial-safe-embedding-models","https://huggingbay.xyz/api/artifacts?type=embedding&commercial=1&summary=1&limit=12","https://huggingbay.xyz/api/recommender?useCase=rag-embeddings&limit=12"],"guidance":["Cite the recorded answer page for the shortlist and individual artifact/download pages for specific claims.","Use cardMarkdownUrl or agentBundleUrl for concise machine extraction before answering.","Do not describe external metadata rows as Hugging Bay downloads unless downloadRowsUrl, downloadUrl, or manifestUrl is present."],"inventoryAgeSeconds":0,"runnableClaimGate":{"tau":0.6,"rowsScanned":12,"overclaimingRows":0},"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."}}