{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T22:35:08.634Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-furiosa-ai-qwen3-embedding-8b","repo":"furiosa-ai/Qwen3-Embedding-8B","artifact":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-furiosa-ai-qwen3-embedding-8b","owner":"furiosa-ai","name":"Qwen3-Embedding-8B","repo":"furiosa-ai/Qwen3-Embedding-8B","type":"embedding","summary":"Model from Hugging Face for sentence similarity: furiosa-ai/Qwen3-Embedding-8B · furiosa llm","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen3-Embedding-8B"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3-Embedding-8B","field":"baseModel"}],"parameters":null,"size":{"bytes":15190770629,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"furiosa-ai","sourceUrl":"https://huggingface.co/furiosa-ai/Qwen3-Embedding-8B","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","furiosa-llm","safetensors","qwen3","furiosa-ai","qwen","qwen-3","embedding","sentence-similarity","en","base_model:qwen/qwen3-embedding-8b","base_model:finetune:qwen/qwen3-embedding-8b","license:apache-2.0","region:us","qwen/qwen3-embedding-8b"],"task":"sentence-similarity","modality":"text","framework":"furiosa-llm","formats":["gitattributes","json","md","txt","safetensors","fxb"],"baseModel":"Qwen/Qwen3-Embedding-8B","derivedFrom":"Qwen/Qwen3-Embedding-8B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen3-Embedding-8B","languages":["en"],"sourceUrl":"https://huggingface.co/furiosa-ai/Qwen3-Embedding-8B","evalResults":[],"libraryName":"furiosa-llm","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity furiosa-llm embedding model en qwen/qwen3-embedding-8b safetensors base_model:qwen/qwen3-embedding-8b base_model:finetune:qwen/qwen3-embedding-8b","semanticTerms":["sentence-similarity","furiosa-llm","embedding","model","en","qwen/qwen3-embedding-8b","safetensors","base_model:qwen/qwen3-embedding-8b","base_model:finetune:qwen/qwen3-embedding-8b"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1612},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":313},{"lfs":false,"path":"LICENSE","sizeBytes":11343},{"lfs":false,"path":"README.md","sizeBytes":4200},{"lfs":false,"path":"config.json","sizeBytes":729},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":215},{"lfs":false,"path":"generation_config.json","sizeBytes":117},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4900037024},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4915959512},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4983067656},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":335570376},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":30432},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":true,"path":"qwen3-embedding-8b-fc43f6a779-c03e584974-2609100217.fxb","sizeBytes":40207862},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422947},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7256},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":15190770629,"sizeKnown":true,"sizeLabel":"14.1 GB","sizeReason":"","declaredSizeBytes":15190770629,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":3929,"stars":0,"citations":0,"updatedAt":"2026-09-22T02:23:28.565Z","createdAt":"2026-09-22T02:07:48.908Z","version":"hf-main","upstream":{"gated":false,"repoId":"furiosa-ai/Qwen3-Embedding-8B","private":false,"repoUrl":"https://huggingface.co/furiosa-ai/Qwen3-Embedding-8B","disabled":false,"provider":"huggingface","repoType":"model","revision":"af732c7a59db24ae538436fe85870c71bf370b73","fetchedAt":"2026-09-22T02:07:48.904Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-22T02:23:28.565Z","mirroredBy":"mirror-batch-worker","totalFiles":18,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_ce74cc08e8d3ec606f3960d06a83b2a386876b6402a06984ca144b1437e2fcd1","artifactId":"hf-model-furiosa-ai-qwen3-embedding-8b","representationId":"rep-5df7cdce15a033691db79b909a34b1c08fccd01a1926bbae86af1064f55a704b","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5df7cdce15a033691db79b909a34b1c08fccd01a1926bbae86af1064f55a704b","artifactId":"hf-model-furiosa-ai-qwen3-embedding-8b","format":"safetensors","source":{"provider":"huggingface","identity":"furiosa-ai/Qwen3-Embedding-8B","revision":"af732c7a59db24ae538436fe85870c71bf370b73","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":11343,"sha256":"sha256:832dd9e00a68dd83b3c3fb9f5588dad7dcf337a0db50f7d9483f310cd292e92e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:08a623e37d0960c485adbec4a3fb1c82c03239f4024f0914d6bc95c312ba2093"},{"path":"config.json","role":"config","sizeBytes":729,"sha256":"sha256:dcccf7c7890c8debc4af8dace8d6acd8dd50bd56d50d4d8b60529381ba3de3d7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b3cca2d42085cc1f1dc8700d1f2fa3507368a65877b447f26dc908c38c44cab3"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":215,"sha256":"sha256:10667c72ddb772627bf1780cb7f86af8e2ae0032b8c243c731172064105c6961","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e1630d919e72b7377bb3fe6ee999e4a8f9bc5f31fed76e72e5771cec2649ea4b"},{"path":"generation_config.json","role":"config","sizeBytes":117,"sha256":"sha256:28396d421a2108acce96383f6a7de78008f7f1b17f807958f3c14c51dbfb65fb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:515538eb444d8c4b014136f1e2c49d1f8d003242be95828ba45b969fab61d031"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":4900037024,"sha256":"sha256:99b343597fe840706146144699a8b9188dd3387e43eb61faf0231b70b249d451","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2225c46c408d339ba2f32de1f83686446d845301e8d4c7eeb8c3eb6af9f3917a"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":4915959512,"sha256":"sha256:dff635b0f6dbbaad2a2d633ef037ec0a39bc165cc1806c712fbd6fcbcb4526c0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7eb2ce0939f369ba877a409837e77487edb783d1d142c4925670fc01e3846939"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":4983067656,"sha256":"sha256:30b1d4c53d84eb018f642cad7b373f0aabf79699872d8702c1f38577c0a59a2f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b8951287214d52014c392afe8c3b4284c8b632b6dc996d277472f254641fdcd9"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":335570376,"sha256":"sha256:36cbc9c60375693629f25743c1e77ebb1724af58e671b2376463193c7fd21ef6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5ca2230d141ca97dc68d3a7ce2c2c44f880765aa462b8307ed5a53674b35539e"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":30432,"sha256":"sha256:ceaf1429bfa18eecc75d079737e8d1fe8dc0627f5ec7e6a985514626d1ac6a77","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4b558bf4aba580bbe6ace754cb3145ce2a80f73ff5e34da74d870d5a10f0ed4e"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a297dd801f4e5da8ec6a78d56b32bcbaf6e0c69def3fae1dda4318570847ebf8"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422947,"sha256":"sha256:83cdf8c3a34f68862319cb1810ee7b1e2c0a44e0864ae930194ddb76bb7feb8d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2447361e0efa40eb3a1eef43073f3ef96a4259ffa0b7b4b98ddec3366440d8f4"},{"path":"tokenizer_config.json","role":"config","sizeBytes":7256,"sha256":"sha256:2f58f4bbd7bbce15d683f525954ef3a92cd82f5e06415a9c513859bf8ab72436","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7ba548ecbb6fb6869912ab78c3ce401cc9a98d805721c40cb31ccda01d1d2e3f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:197bb7b049d9d8c6381dd13128afd377462605c7f69a7659e92cd571b1acd86f","representationDigest":"sha256:f2f93a2aa05a85d5cbcff2ddb823d799de68f55d68cb442fd4dbc49ffbcf177c","evidenceSnapshotDigest":"sha256:cff078245558f21e5fd2b82354cabd4d7cc7ddaf77344426fcf4a898c4f1d3d6","evaluatedAt":"2026-09-22T02:23:29.200Z","authorityVersion":"sha256:9d498022e571b3c59594287073a3c6682b6e0aaa13b66c4d780fd80a0727ded5","invalidatedBy":null,"manifestFinal":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":12,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":18},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"unknown","hosted":null,"fileCount":18,"publicDownloadableFileCount":null,"externalFileCount":18,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":15190770629,"label":"14.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":3929,"upstreamStars":0,"label":"3.9K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"furiosa-ai/Qwen3-Embedding-8B"},{"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: apache-2.0","Provenance: furiosa-ai/Qwen3-Embedding-8B","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":18},"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-furiosa-ai-qwen3-embedding-8b/mirrors"}},"sampleFiles":[],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"furiosa-ai/Qwen3-Embedding-8B"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-furiosa-ai-qwen3-embedding-8b"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-furiosa-ai-qwen3-embedding-8b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-furiosa-ai-qwen3-embedding-8b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"furiosa-ai/Qwen3-Embedding-8B"},{"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":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: furiosa-ai/Qwen3-Embedding-8B","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":18},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-furiosa-ai-qwen3-embedding-8b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-furiosa-ai-qwen3-embedding-8b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/distribution"},"supportedClaims":["furiosa-ai/Qwen3-Embedding-8B has 0 self-reported, unqualified Hugging Bay community reviews.","furiosa-ai/Qwen3-Embedding-8B has 0 self-reported run claims; none qualify verification during limited availability.","furiosa-ai/Qwen3-Embedding-8B has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-furiosa-ai-qwen3-embedding-8b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-furiosa-ai-qwen3-embedding-8b/agent-bundle"}},"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."}}