{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-28T22:52:55.267Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-alphaedge-ai-pplx-embed-v1-eng-32768","repo":"alphaedge-ai/pplx-embed-v1-eng-32768","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":951638889,"readinessCheckedAt":"2026-10-28T22:50:12.581Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":951638889,"readinessCheckedAt":"2026-10-28T22:50:12.581Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-alphaedge-ai-pplx-embed-v1-eng-32768","owner":"alphaedge-ai","name":"pplx-embed-v1-eng-32768","repo":"alphaedge-ai/pplx-embed-v1-eng-32768","type":"embedding","summary":"Model from Hugging Face: alphaedge-ai/pplx-embed-v1-eng-32768","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":"mit"},{"field":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"alphaedge-ai","sourceUrl":"https://huggingface.co/alphaedge-ai/pplx-embed-v1-eng-32768","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bidirectional_pplx_qwen3","trimmed","sentence-similarity","custom_code","eng","dataset:lbourdois/fineweb-2-trimming","arxiv:2602.11151","base_model:perplexity-ai/pplx-embed-v1-0.6b","base_model:quantized:perplexity-ai/pplx-embed-v1-0.6b","license:mit","text-embeddings-inference","endpoints_compatible"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","py","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"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":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":21,"stars":0,"citations":0,"updatedAt":"2026-08-04T17:59:29.320Z","createdAt":"2026-06-30T19:30:02.790Z","version":"hf-main","upstream":{"gated":false,"repoId":"alphaedge-ai/pplx-embed-v1-eng-32768","private":false,"repoUrl":"https://huggingface.co/alphaedge-ai/pplx-embed-v1-eng-32768","disabled":false,"provider":"huggingface","repoType":"model","revision":"74cd8b5f1841538495a82bd201305b7494943115","fetchedAt":"2026-06-30T19:30:02.790Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-08-04T17:59:29.320Z","mirroredBy":"mirror-batch-worker","mirroredBytes":951638889,"mirroredFiles":10,"storageProvider":"gcs","hosted":true,"hostedFiles":10,"downloadable":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_a820e0d65f9b274467c87536f641477390397d5aa98c83046a5568e6056da16d","artifactId":"hf-model-alphaedge-ai-pplx-embed-v1-eng-32768","representationId":"rep-f0ab25fd3d88a588c4653233d13a57b78a158854d6d8c383a6e88acc44e806f3","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-f0ab25fd3d88a588c4653233d13a57b78a158854d6d8c383a6e88acc44e806f3","artifactId":"hf-model-alphaedge-ai-pplx-embed-v1-eng-32768","format":"safetensors","source":{"provider":"huggingface","identity":"alphaedge-ai/pplx-embed-v1-eng-32768","revision":"74cd8b5f1841538495a82bd201305b7494943115","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":313,"sha256":"sha256:a30548e8bc4255aafe5e5c638f6b15712eebbc8e84ea5988a5835f976c412907","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:199b2f1b8d64f566401941a2d0f562866db0a64044426c28535cdbe44f185b00"},{"path":"README.md","role":"support","sizeBytes":2815,"sha256":"sha256:46cab6594a3e6df359ded423608467530da03fd6b590f0c65a8389273e06f56b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ace76c1f4607f22edd057925774a7177cd1197906714e9ec39b5d00ec5aa23eb"},{"path":"added_tokens.json","role":"support","sizeBytes":435,"sha256":"sha256:6f23d90cac3353cd5f0d468880fb91fad2868e70940750b4953e6afc5d835b17","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d42f887929394dbb69147409883c42bbb9292abe9b05a89463cbde1f512ab285"},{"path":"config.json","role":"config","sizeBytes":1740,"sha256":"sha256:0642eac7e2f37733e083f6d6656271870b75026ceade084800e3f252a69158b7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:38f2a12ec8d2374d75e449e949c7e69858c4ad33f8b3a81a41862443d805e2ad"},{"path":"merges.txt","role":"tokenizer","sizeBytes":557282,"sha256":"sha256:b67096987580b0a53d7274264e6d92273cb757f8414cc8e960955fc128b1ee92","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:304598f42a6ff524f2261366ce297a8124c31599aae1f900fc1af8a95e7eece6"},{"path":"model.safetensors","role":"weight","sizeBytes":948077008,"sha256":"sha256:c6b1eb30be339e17ada6302ad673d4f581f2227eb24265cb946454268ea8ad07","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fcb5b81e67bbf991f675cb663a07e2e1dc3c675eea9c565caf95eac6fc0bf601"},{"path":"modules.json","role":"support","sizeBytes":361,"sha256":"sha256:26a5eb7ef28ba520882a6be1d24b3c52b69d7267fdde3a31cff8fa5692b4c830","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e9794bf9ba5dd44725692854e8302a6067829c79c25d6c5174d26d4593540d37"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2314876,"sha256":"sha256:7b5983af5bb7cf090df165594f807bffd5d35381d466aa3941d467b10cf61b01","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:482a40b150f5cec7ef1ac2da36421b2944d996ebd93e5aceb431eec6f3384d06"},{"path":"tokenizer_config.json","role":"config","sizeBytes":3810,"sha256":"sha256:9b9af2392a9dfbd731f22bf53bb472373834fa70f2b0955a7ba311705256b869","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:018b3481383abfc145c3d6c7c36f1f264bed0bf1866ea3f9788a98a74787a16d"},{"path":"vocab.json","role":"tokenizer","sizeBytes":680249,"sha256":"sha256:f2072e4a2f447ab55424011fa083269191abe532eb13dc51e12e8fc694ce8d08","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:614a720a2160c164987f4df9d608ef57bc7bbf4717fe453a1ddfa3114f1482ed"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:f750b0bad5481b4b6991b71fe41e5887c0b6f0635593bca0c0e122271c71f5bf","representationDigest":"sha256:d4cefc274ca79b909c6a08265f2191678c6de9fce0d1c4f9333c3c597c81cfa8","evidenceSnapshotDigest":"sha256:910aa6a6cbc8a44dfc89320292a70de0db7681f6750dd3af05f5b2acb726a2e4","evaluatedAt":"2026-08-04T17:59:29.770Z","authorityVersion":"sha256:7a3fcd25d3a246e3431ebfe7dcc74e5eefaa4c59cf26de6ff75ae7a9cb0427e5","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":10,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T22:50:12.581Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768"}},"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":"hosted","hosted":true,"fileCount":14,"publicDownloadableFileCount":10,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":21,"upstreamStars":0,"label":"21 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":"alphaedge-ai/pplx-embed-v1-eng-32768"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: alphaedge-ai/pplx-embed-v1-eng-32768","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":4,"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-alphaedge-ai-pplx-embed-v1-eng-32768/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"alphaedge-ai/pplx-embed-v1-eng-32768"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T22:50:12.581Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/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":"alphaedge-ai/pplx-embed-v1-eng-32768"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: alphaedge-ai/pplx-embed-v1-eng-32768","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":4,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/distribution"},"supportedClaims":["alphaedge-ai/pplx-embed-v1-eng-32768 has 0 self-reported, unqualified Hugging Bay community reviews.","alphaedge-ai/pplx-embed-v1-eng-32768 has 0 self-reported run claims; none qualify verification during limited availability.","alphaedge-ai/pplx-embed-v1-eng-32768 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-alphaedge-ai-pplx-embed-v1-eng-32768/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-pplx-embed-v1-eng-32768/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."}}