{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T11:23:44.683Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mlabonne-neuralpipe-7b-ties","repo":"mlabonne/NeuralPipe-7B-ties","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T11:01:19.930Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T11:01:19.930Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mlabonne-neuralpipe-7b-ties","owner":"mlabonne","name":"NeuralPipe-7B-ties","repo":"mlabonne/NeuralPipe-7B-ties","type":"llm","summary":"Model from Hugging Face for text generation: mlabonne/NeuralPipe-7B-ties · transformers","cardDescription":"Generates text by continuing a prompt.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text.","confidence":"medium","task":"text-generation","audience":null,"basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":14485817198,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mlabonne","sourceUrl":"https://huggingface.co/mlabonne/NeuralPipe-7B-ties","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":94,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","mistral","text-generation","merge","base_model:openpipe/mistral-ft-optimized-1218","base_model:merge:openpipe/mistral-ft-optimized-1218","base_model:mlabonne/neuralhermes-2.5-mistral-7b","base_model:merge:mlabonne/neuralhermes-2.5-mistral-7b","license:apache-2.0","model-index","text-generation-inference","endpoints_compatible","region:us","llm","neuralpipe-7b-ties"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/mlabonne/NeuralPipe-7B-ties","evalResults":[{"task":"Text Generation","score":"67.92","metric":"normalized accuracy","verified":false,"benchmark":"AI2 Reasoning Challenge (25-Shot)"},{"task":"Text Generation","score":"86.04","metric":"normalized accuracy","verified":false,"benchmark":"HellaSwag (10-Shot)"},{"task":"Text Generation","score":"64.24","metric":"accuracy","verified":false,"benchmark":"MMLU (5-Shot)"},{"task":"Text Generation","score":"61.37","metric":"mc2","verified":false,"benchmark":"TruthfulQA (0-shot)"},{"task":"Text Generation","score":"80.19","metric":"accuracy","verified":false,"benchmark":"Winogrande (5-shot)"},{"task":"Text Generation","score":"69.52","metric":"accuracy","verified":false,"benchmark":"GSM8k (5-shot)"}],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","license","model-index","tags"],"semanticText":"text-generation transformers llm model neuralpipe-7b-ties safetensors","semanticTerms":["text-generation","transformers","llm","model","neuralpipe-7b-ties","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":4467},{"lfs":false,"path":"config.json","sizeBytes":613},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":9942981496},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":4540516256},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":22771},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":414},{"lfs":false,"path":"tokenizer.json","sizeBytes":1795303},{"lfs":true,"path":"tokenizer.model","sizeBytes":493443},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":916}],"modelIndexNames":["NeuralPipe-7B-ties"]},"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":14485817198,"sizeKnown":true,"sizeLabel":"13.5 GB","sizeReason":"","declaredSizeBytes":14485817198,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":93,"stars":4,"citations":0,"updatedAt":"2026-09-20T18:09:22.299Z","createdAt":"2026-06-30T04:09:12.803Z","version":"hf-main","upstream":{"gated":false,"repoId":"mlabonne/NeuralPipe-7B-ties","private":false,"repoUrl":"https://huggingface.co/mlabonne/NeuralPipe-7B-ties","disabled":false,"provider":"huggingface","repoType":"model","revision":"b4b8ea5cde6827eb96d80b61d7b7bf638c494b9e","fetchedAt":"2026-09-20T17:37:18.848Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"blocked","mirroredAt":"2026-09-20T18:09:22.299Z","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_84cbe2ecdbe1aa9088c54205e313e40c26016de81df485f5544a3b5ec8852e5c","artifactId":"hf-model-mlabonne-neuralpipe-7b-ties","representationId":"rep-62b7c432b1f8ea27522993a69e65ca7e4b98c21568293b6441529d104ee800ca","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-62b7c432b1f8ea27522993a69e65ca7e4b98c21568293b6441529d104ee800ca","artifactId":"hf-model-mlabonne-neuralpipe-7b-ties","format":"safetensors","source":{"provider":"huggingface","identity":"mlabonne/NeuralPipe-7B-ties","revision":"b4b8ea5cde6827eb96d80b61d7b7bf638c494b9e","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":613,"sha256":"sha256:f1ebfb1457b166ddfdc7b161ebb35c51eaa026d65b8a8e2bcaa54d4617bc950e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:443cebf9d23deb6507a370984fe76e4f3a645ee18eb0d35bb9df79be6eb9216f"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":9942981496,"sha256":"sha256:006fc90bb0c0ff3ba6dcfb35ead7e8d186b944022cc4818d4eb8bb0de6a6d3a2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cce1fe77bdd408844da6a6f3e8dfbfaeddb670d21fde530a206aa9bb2f4a63dd"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":4540516256,"sha256":"sha256:6c71028933be950750be77d56cd0d6a220f0211a8ce90f6657aee638455e2109","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:abbfad2f249e315295f2d82ab1ada12eaf3b28f9d08caa25de4fc4b796693c97"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":22771,"sha256":"sha256:35660b0bad627140580e24b81a6bfa088cd6fec1d9af518f58f7bbf5650f7f7b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:11c7b5716f7e794ae4f6ad0ca26bf339915d5a7587b3daa7fcb51830dce6e41b"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":414,"sha256":"sha256:6fa06efa2785e450051989a6f8fb4416b10149ded485ddd3f127a40734f5cfd0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:63546839bcb8d52a7c392a45f2c7372f3e9201f49e0516befdc0f44e5ce30c52"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1795303,"sha256":"sha256:fc4f0bd70b3709312d9d1d9e5ba674794b6bc5abc17429897a540f93882f25fc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:04b37d5aae13c862b42353a96af9ebbc0918bca2fa91d7797a7ccec0d6113f68"},{"path":"tokenizer_config.json","role":"config","sizeBytes":916,"sha256":"sha256:c7f02f6624902105565b9ffaff6ee4715ace795debca010eb0e8cea032b7cf7b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:05ff66c06604e1721e8533f7efc12cc51b16e16ba97e9bfcf6a56a7239f0bf7f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:0ad1261f16d1745e7a088d11f933b67f561c643607959154993017f774b41c19","representationDigest":"sha256:2200c3314686591337800a4a8e190f0e921b64c556d34ef0e255527518f28d77","evidenceSnapshotDigest":"sha256:374fd4bec57232e0e7c65f2d7f5bde8f514e7573c66c09c42d5d68bfbfe86f19","evaluatedAt":"2026-09-20T18:09:35.423Z","authorityVersion":"sha256:3f310f00ba29f2da4aa875cd8f426024d145ae98188a5c338b046a3cf2d7d545","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"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":"2026-10-29T11:01:19.930Z","evidence_url":"/api/manifests/hf-model-mlabonne-neuralpipe-7b-ties"}},"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":14485817198,"label":"13.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":93,"upstreamStars":4,"label":"93 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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"mlabonne/NeuralPipe-7B-ties"},{"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: mlabonne/NeuralPipe-7B-ties","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-mlabonne-neuralpipe-7b-ties/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mlabonne/NeuralPipe-7B-ties"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T11:01:19.930Z","evidence_url":"/api/manifests/hf-model-mlabonne-neuralpipe-7b-ties"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mlabonne-neuralpipe-7b-ties/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlabonne-neuralpipe-7b-ties","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/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":"mlabonne/NeuralPipe-7B-ties"},{"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: mlabonne/NeuralPipe-7B-ties","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-mlabonne-neuralpipe-7b-ties/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlabonne-neuralpipe-7b-ties","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/distribution"},"supportedClaims":["mlabonne/NeuralPipe-7B-ties has 0 self-reported, unqualified Hugging Bay community reviews.","mlabonne/NeuralPipe-7B-ties has 0 self-reported run claims; none qualify verification during limited availability.","mlabonne/NeuralPipe-7B-ties 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-mlabonne-neuralpipe-7b-ties/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mlabonne-neuralpipe-7b-ties"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mlabonne-neuralpipe-7b-ties/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."}}