{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T17:07:45.679Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp","repo":"6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T15:22:23.903Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-31T15:22:23.903Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp","owner":"6Morpheus6","name":"LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","repo":"6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","type":"embedding","summary":"Model from Hugging Face for sentence similarity: 6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp · transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model as an add-on for turning text into vectors.","confidence":"low","task":"text-embedding","audience":null,"basis":"recorded-metadata","rules":["task:text-embedding","metadata:text-vectors","form:adapter"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"tags","value":"text-embedding"},{"field":"cardMetadata.siblingSample","value":"adapter_config.json"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict","requires-compatible-base-model"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":176987001,"scope":"repository","field":"sizeBytes"},"form":"adapter","runs":[]}},"publisher":"6Morpheus6","sourceUrl":"https://huggingface.co/6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","llama","feature-extraction","text-embedding","embeddings","information-retrieval","beir","text-classification","language-model","text-clustering","text-semantic-similarity","text-evaluation","text-reranking","sentence-similarity","sentence similarity","natural_questions","ms_marco","fever","hotpot_qa"],"task":"sentence-similarity","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","py"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2404.05961"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","evalResults":[],"libraryName":"transformers","pipelineTag":"sentence-similarity","cardDataKeys":["language","library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity transformers embedding model en safetensors text-embedding embeddings information-retrieval text-reranking sentence similarity text-embeddings-inference","semanticTerms":["sentence-similarity","transformers","embedding","model","en","safetensors","text-embedding","embeddings","information-retrieval","text-reranking","sentence similarity","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3315},{"lfs":false,"path":"adapter_config.json","sizeBytes":796},{"lfs":true,"path":"adapter_model.safetensors","sizeBytes":167829552},{"lfs":false,"path":"attn_mask_utils.py","sizeBytes":11132},{"lfs":false,"path":"config.json","sizeBytes":783},{"lfs":false,"path":"modeling_llama_encoder.py","sizeBytes":2856},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":335},{"lfs":false,"path":"tokenizer.json","sizeBytes":9085671},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":51042}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":176987001,"sizeKnown":true,"sizeLabel":"168.8 MB","sizeReason":"","declaredSizeBytes":176987001,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":369,"stars":0,"citations":0,"updatedAt":"2026-09-22T23:20:18.290Z","createdAt":"2026-06-30T02:23:26.069Z","version":"hf-main","upstream":{"gated":false,"repoId":"6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","private":false,"repoUrl":"https://huggingface.co/6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","disabled":false,"provider":"huggingface","repoType":"model","revision":"a9b00617560ab04e21d3986043fb165acdd48fde","fetchedAt":"2026-09-22T23:19:11.738Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"blocked","mirroredAt":"2026-09-22T23:20:18.290Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_15670508ccad93d30d4cc34339dab5a4037cdcdfb36670c46b07abe5384295f1","artifactId":"hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp","representationId":"rep-0e9999b12ca71402876193be7c4fe2a1d44179fdcdfdd0f04bc872c5e87126fa","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-0e9999b12ca71402876193be7c4fe2a1d44179fdcdfdd0f04bc872c5e87126fa","artifactId":"hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp","format":"safetensors","source":{"provider":"huggingface","identity":"6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","revision":"a9b00617560ab04e21d3986043fb165acdd48fde","immutable":true},"files":[{"path":"adapter_model.safetensors","role":"weight","sizeBytes":167829552,"sha256":"sha256:de9c8736618a13173c6a1623cdef1b75e86c69317f1073ae82cd516ac36a632d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:71a3232bb5416074310ef3ecfc611d8196c7c919d487b17d23d77e128f14fa54"},{"path":"config.json","role":"config","sizeBytes":783,"sha256":"sha256:e9dbaf80438b2e27c9d580e1a8360f1ef3704b7241dade1bec79013fe5830d99","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3a11274d8fb6b0e5c5cc9240dbfd909fe36aac4e10ef5f410c556ac1560bcf96"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":335,"sha256":"sha256:849070cae53bd45439e64ce5b1ddd650a66081b1bd47895c5a58939a05055579","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d200da83df3873b2f93df33ba8215031f46f93daf5bdaa740eaceae2f50558e0"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":9085671,"sha256":"sha256:52b583ee1699c6ca4468f70885bd5f96dd1f7517292362a67581038afc04f4d8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d27e10ee5eca692166ab599e656284a7626d194c1b3c3062e60dae649d720aee"},{"path":"tokenizer_config.json","role":"config","sizeBytes":51042,"sha256":"sha256:0655c52e874137e4a455228155d982c4ea18419f461a10ceb57054995fec4223","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:18ad61baab54b7cf33f4215e967467d85ae4fd4906df4737aa23bd89e7a83744"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a9f5a74f0556a07156caadf27e6154c3ab39af2bc1d50b250348442dacf8485d","representationDigest":"sha256:042b61951a58e21d90ee6c7a6950af4352686a7ab04635bf86423938e62bafd9","evidenceSnapshotDigest":"sha256:aee218a5a68338e9c87f2c8f76410ecdd687105351ad6f19950c1acc3c8023b6","evaluatedAt":"2026-09-22T23:20:18.704Z","authorityVersion":"sha256:26b1a0c85f6b4fde62a71b099cd1f8bb988efc39da332b771d008ff066bbaf9f","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T15:22:23.903Z","evidence_url":"/api/manifests/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp"}},"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":"blocked","hosted":false,"fileCount":10,"publicDownloadableFileCount":0,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":176987001,"label":"168.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":369,"upstreamStars":0,"label":"369 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: 6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":10,"totalFiles":10},"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-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T15:22:23.903Z","evidence_url":"/api/manifests/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp"},{"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: mit","Provenance: 6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp","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":0,"externalFiles":10,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/distribution"},"supportedClaims":["6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp has 0 self-reported, unqualified Hugging Bay community reviews.","6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp has 0 self-reported run claims; none qualify verification during limited availability.","6Morpheus6/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp 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-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-6morpheus6-llm2vec-meta-llama-3-8b-instruct-mntp/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."}}