{"bundle_version":1,"obtainReady":true,"serveVerdict":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T12:38:26.781Z","serveEvaluationId":"serve-4aab827ce9aac2be47feb6cb7b47397b0995f058b1a1b7bca0effd53f3247239","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":82360859,"readinessCheckedAt":"2026-10-31T12:38:26.781Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"obtainReady":true,"serveVerdict":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-31T12:38:26.781Z","serveEvaluationId":"serve-4aab827ce9aac2be47feb6cb7b47397b0995f058b1a1b7bca0effd53f3247239","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":82360859,"readinessCheckedAt":"2026-10-31T12:38:26.781Z","readinessSource":"file-check","degraded":false,"stale":false},"artifact":{"id":"hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp","repo":"McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp","type":"vision","task":"sentence-similarity","license":"mit","visibility":"public","summary":"Model from Hugging Face: McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp","upstream":{"provider":"huggingface","repoType":"model","repoId":"McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp","repoUrl":"https://huggingface.co/McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp","revision":"e880081db2221072d2365a1897f6e2bdf8723d7b","importMode":"external-catalog","gated":false,"private":false,"disabled":false}},"trust":{"license_decision":{"policy":"mirror","license":"mit","ids":["mit"],"status":"allowed","mirrorable":true,"publicCatalog":true,"publicCatalogUnconditional":true,"osiOpenSource":true,"unrestricted":true,"conditional":false,"conditionalEligible":false,"conditionalReason":"not_conditional","licenseId":null,"obligations":null,"conditions":[],"reason":"license_allowlisted","allowlist":["apache-2.0","mit","bsd-3-clause","bsd-2-clause","cc0-1.0","cc-by-4.0","odc-by"]},"scan_status":"passed","scan_policy_version":"hb-scan-2026-07-09.1","verification_status":"pending","hosting_status":"hosted","hosted_files":8,"signals":{"size":{"known":true,"bytes":82360859,"label":"78.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":22,"upstreamStars":0,"label":"22 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"canonical-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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: McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","canonicalState":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_b99cf39597e279339ba59889f9d76ecd8fa87f4ee73491e80d6f19941ee9aeaa","artifactId":"hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp","representationId":"rep-2e121e196d25921fa38b1f3fed5b92db90c8ffae67c5572f0f33b16b71bd5c41","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-2e121e196d25921fa38b1f3fed5b92db90c8ffae67c5572f0f33b16b71bd5c41","artifactId":"hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp","format":"safetensors","source":{"provider":"huggingface","identity":"McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp","revision":"e880081db2221072d2365a1897f6e2bdf8723d7b","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":3291,"sha256":"sha256:076d6ceb5479b80ed306f91da1ee0bcee3a93761ef755373a9c3c3d6e528ac9d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bc84107c16881f33a46692c23ad19df3255a01715719918df5a6aa9b1c4ee196"},{"path":"adapter_config.json","role":"config","sizeBytes":788,"sha256":"sha256:fdc272667ec372ed2e2d34a48e0b14b153da85d8983838bf687622daacce8e9b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:812fec7e48931349455f6d18240f8de91779606fe01e3778891f64fc7aedbf3d"},{"path":"adapter_model.safetensors","role":"weight","sizeBytes":80011328,"sha256":"sha256:d463968f339dce3dba306e1b127cc7649bd843d571bd178c0638476ff947bebf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d63513f16af0e5233d9828eec9ed29e472c67559120837b870482931a82e2d69"},{"path":"config.json","role":"config","sizeBytes":764,"sha256":"sha256:d6ecabdf0b2852b0ec31c7a46621eb5cf8eb8eb3d73f3405f9f7bed8f724989a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:36c2c572fd64e487c8667ac00cbea36dda286b968bbbbbe3ec583c86ecdad1ef"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":437,"sha256":"sha256:4452b845ab9ca2afa863f59f1411a959e8a32bb4334e264b0e71d5d17dd4dcb9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7660601a2202e73c68e42d746aff2483fc13245385030c826b63c627529ab98c"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1842767,"sha256":"sha256:bcd04f0eadf90287bd26e1a183ac487d8a141b09b06aecb7725bbdd343640f2e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:da7e620d9b8346b4fd5df74310fdaaabaf42b926476a8dbcf58153df003dc888"},{"path":"tokenizer.model","role":"tokenizer","sizeBytes":499723,"sha256":"sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:802c8f5edf10fccc4eb4952825a46429362cfa33cb9860966103c6966400a3ed"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1761,"sha256":"sha256:c8e8fa1c784a97d95372361c68a5582b85ba98ea0af6a6fdb2eaf1d802f0caac","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:064ca60f34041a9c1cbd9264ac62b28fc960eeaca72d1c8c23e30ca06f0f0df2"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:23a01a80d733504690c9688f2be305e14dfce562dfe6e8d04638b99623889159","representationDigest":"sha256:fcb200403d9554f078c4257b4fccf79305efa408f361b3c3a7d6ef76343ba255","evidenceSnapshotDigest":"sha256:2d9c95930636599a0fc95d9058a4092c4fdcf9304ab191315ff7c6a56e66666a","evaluatedAt":"2026-08-04T16:56:16.478Z","authorityVersion":"sha256:6b0d649b234aff527da3997b5342e8cf2fe1fbdf07b2761e9ca0b3174ec55948","invalidatedBy":null,"manifestFinal":true,"obtainReady":true,"hosted":true,"hostedFiles":8,"serveAuthority":"live-serve-decision","individuallyHashedFiles":8,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":8,"strictlyDownloadableHashedFiles":8,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"canonical-postgres-snapshot"},"hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp/download-plan"}},"community_reviews":{"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":[]},"benchmark_evidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"manifest_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp","manifest_key_url":"/api/keys/manifest-signing","verification":{"schema":"hugging-bay.verification-oracle-verdict.v1","status":"verified","authenticityEstablished":true,"contentAddress":{"checked":false,"result":"not-checked","expectedDigest":null,"computedDigest":null,"provesAuthenticity":false},"signatures":[{"proof":"signed-manifest","result":"valid","reason":"manifest-signature-subject-valid"}],"reason":null,"notClaimOf":{"notClaimOf":["authenticity-from-integrity","origin-of-bytes","bay-hosting","legal-advice","silence-as-evidence"],"contentAddressProves":"byte-integrity-against-a-caller-supplied-digest-only","contentAddressNeverProves":["authenticity","origin","bay-hosting"],"authenticityRequires":"at-least-one-valid-signature","authenticitySubjectRequires":"exact-artifact-id-revision-representation-and-selected-files-digest-match","notes":"A content-address match proves only that the bytes hash to the digest the caller supplied; it is NOT proof of authenticity or origin, and implies no Bay hosting. Authenticity requires at least one valid signature bound to the exact requested artifact id, revision, representation, and selected-files digest. Absence of a proof is never treated as evidence. Not legal advice."},"verdictDigest":"sha256:b9fe9329e5d82f2580eca8d55f54f6148e1d27919e9ce40fe2466dc03f510d3e"},"verification_unavailable_reason":null,"verify_url":"/api/verify","takedown_state":"active","warnings":[]},"files":[{"path":".gitattributes","sizeBytes":0,"declaredSizeBytes":0,"storageSizeBytes":0,"sha256":"external-gitattributes","risk":"low","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3291,"declaredSizeBytes":3291,"storageSizeBytes":3291,"sha256":"076d6ceb5479b80ed306f91da1ee0bcee3a93761ef755373a9c3c3d6e528ac9d","risk":"low","sourceKind":"mirrored-upstream","downloadPolicy":"capability","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":"/api/downloads/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp/README.md","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"adapter_config.json","sizeBytes":788,"declaredSizeBytes":788,"storageSizeBytes":788,"sha256":"fdc272667ec372ed2e2d34a48e0b14b153da85d8983838bf687622daacce8e9b","risk":"low","sourceKind":"mirrored-upstream","downloadPolicy":"capability","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":"/api/downloads/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp/adapter_config.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"adapter_model.safetensors","sizeBytes":80011328,"declaredSizeBytes":80011328,"storageSizeBytes":80011328,"sha256":"d463968f339dce3dba306e1b127cc7649bd843d571bd178c0638476ff947bebf","risk":"low","sourceKind":"mirrored-upstream","downloadPolicy":"capability","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":"/api/downloads/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp/adapter_model.safetensors","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"attn_mask_utils.py","sizeBytes":0,"declaredSizeBytes":0,"storageSizeBytes":0,"sha256":"external-attn-mask-utils-py","risk":"medium","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"config.json","sizeBytes":764,"declaredSizeBytes":764,"storageSizeBytes":764,"sha256":"d6ecabdf0b2852b0ec31c7a46621eb5cf8eb8eb3d73f3405f9f7bed8f724989a","risk":"low","sourceKind":"mirrored-upstream","downloadPolicy":"capability","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":"/api/downloads/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp/config.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"modeling_llama_encoder.py","sizeBytes":0,"declaredSizeBytes":0,"storageSizeBytes":0,"sha256":"external-modeling-llama-encoder-py","risk":"medium","sourceKind":"external-hf","downloadPolicy":"unavailable","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":null,"externalUrl":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"special_tokens_map.json","sizeBytes":437,"declaredSizeBytes":437,"storageSizeBytes":437,"sha256":"4452b845ab9ca2afa863f59f1411a959e8a32bb4334e264b0e71d5d17dd4dcb9","risk":"low","sourceKind":"mirrored-upstream","downloadPolicy":"capability","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":"/api/downloads/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp/special_tokens_map.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"tokenizer.json","sizeBytes":1842767,"declaredSizeBytes":1842767,"storageSizeBytes":1842767,"sha256":"bcd04f0eadf90287bd26e1a183ac487d8a141b09b06aecb7725bbdd343640f2e","risk":"low","sourceKind":"mirrored-upstream","downloadPolicy":"capability","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":"/api/downloads/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp/tokenizer.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"tokenizer.model","sizeBytes":499723,"declaredSizeBytes":499723,"storageSizeBytes":499723,"sha256":"9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347","risk":"low","sourceKind":"mirrored-upstream","downloadPolicy":"capability","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":"/api/downloads/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp/tokenizer.model","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"},{"path":"tokenizer_config.json","sizeBytes":1761,"declaredSizeBytes":1761,"storageSizeBytes":1761,"sha256":"c8e8fa1c784a97d95372361c68a5582b85ba98ea0af6a6fdb2eaf1d802f0caac","risk":"low","sourceKind":"mirrored-upstream","downloadPolicy":"capability","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","scanPolicyVersion":"hb-scan-2026-07-09.1","scanFindings":[],"downloadUrl":"/api/downloads/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp/tokenizer_config.json","externalUrl":null,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"},"signature_state":"unsigned"}],"generated_at":"2026-10-31T12:38:26.904Z","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-31T12:38:26.781Z","evidence_url":"/api/manifests/hf-model-mcgill-nlp-llm2vec-llama-2-7b-chat-hf-mntp"}}