{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T16:25:43.067Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-robinzixuan-phi4-attn-residual","repo":"robinzixuan/Phi4_attn_residual","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":16567654113,"readinessCheckedAt":"2026-10-31T16:25:21.770Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":16567654113,"readinessCheckedAt":"2026-10-31T16:25:21.770Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-robinzixuan-phi4-attn-residual","owner":"robinzixuan","name":"Phi4_attn_residual","repo":"robinzixuan/Phi4_attn_residual","type":"llm","summary":"Model from Hugging Face for text generation: robinzixuan/Phi4_attn_residual · transformers","cardDescription":"A model for generating and working with code.","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":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"microsoft/Phi-4-mini-instruct"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"microsoft/Phi-4-mini-instruct","field":"baseModel"}],"parameters":null,"size":{"bytes":16573993340,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"robinzixuan","sourceUrl":"https://huggingface.co/robinzixuan/Phi4_attn_residual","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","phi3","text-generation","phi4","causal-lm","custom_code","base_model:microsoft/phi-4-mini-instruct","base_model:finetune:microsoft/phi-4-mini-instruct","license:mit","text-generation-inference","endpoints_compatible","region:us","llm","microsoft/phi-4-mini-instruct"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":"microsoft/Phi-4-mini-instruct","derivedFrom":"microsoft/Phi-4-mini-instruct","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"microsoft/Phi-4-mini-instruct","languages":[],"sourceUrl":"https://huggingface.co/robinzixuan/Phi4_attn_residual","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model microsoft/phi-4-mini-instruct safetensors base_model:microsoft/phi-4-mini-instruct base_model:finetune:microsoft/phi-4-mini-instruct","semanticTerms":["text-generation","transformers","llm","model","microsoft/phi-4-mini-instruct","safetensors","base_model:microsoft/phi-4-mini-instruct","base_model:finetune:microsoft/phi-4-mini-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":860},{"lfs":false,"path":"added_tokens.json","sizeBytes":249},{"lfs":false,"path":"all_results.json","sizeBytes":8139},{"lfs":false,"path":"config.json","sizeBytes":2455},{"lfs":false,"path":"generation_config.json","sizeBytes":169},{"lfs":false,"path":"merges.txt","sizeBytes":2418348},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4962516240},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4983144432},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4945370368},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":1661060400},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32602},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":587},{"lfs":true,"path":"tokenizer.json","sizeBytes":15524095},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":2516},{"lfs":false,"path":"vocab.json","sizeBytes":3910310}],"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":16573993340,"sizeKnown":true,"sizeLabel":"15.4 GB","sizeReason":"","declaredSizeBytes":16573993340,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":0,"stars":1,"citations":0,"updatedAt":"2026-09-26T20:47:48.062Z","createdAt":"2026-09-26T20:33:20.819Z","version":"hf-main","upstream":{"gated":false,"repoId":"robinzixuan/Phi4_attn_residual","private":false,"repoUrl":"https://huggingface.co/robinzixuan/Phi4_attn_residual","disabled":false,"provider":"huggingface","repoType":"model","revision":"f7146c43753fb62a8fdac5c26f547ffde54727cb","fetchedAt":"2026-09-26T20:33:20.815Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-26T20:47:48.062Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":11,"mirroredBytes":16567654113,"mirroredFiles":11,"storageProvider":"gcs","hosted":true,"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_c7b3a902043e1a170129016e9a1aa86bbf119eff66e51c324b2babf6d50c1d55","artifactId":"hf-model-robinzixuan-phi4-attn-residual","representationId":"rep-e4d5228156fddfcafcc525f2bcfe737cd50dc0da903f035bd9a8f9cb3e6bbff8","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e4d5228156fddfcafcc525f2bcfe737cd50dc0da903f035bd9a8f9cb3e6bbff8","artifactId":"hf-model-robinzixuan-phi4-attn-residual","format":"safetensors","source":{"provider":"huggingface","identity":"robinzixuan/Phi4_attn_residual","revision":"f7146c43753fb62a8fdac5c26f547ffde54727cb","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":249,"sha256":"sha256:d4f2aceb0f20b71dd1f4bcc7e052e4412946bf281840b8f83d39f259571af486","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6873aabee34e3f87ea88e9c7eeeb7ffe06dceea9a3e8214566e542f7c60cfbf8"},{"path":"config.json","role":"config","sizeBytes":2455,"sha256":"sha256:1163ef8a8fe8fac04810abacc447c669c1165fc0349654f6a7432fa0c37c1834","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e41831cd0c9c3c205999ab07d65a15d5aeabe6d773deeed82b35de049463abf7"},{"path":"generation_config.json","role":"config","sizeBytes":169,"sha256":"sha256:2cf18f19284ef456014d78462288aa7b60cdd81d302f43a4b90582d45c5fc25a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a9ef63e3c53db9979d05eb1f98c511239fda229fe77025d041bdbc65b8e2b6ec"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":4962516240,"sha256":"sha256:5748362d25d71303f572329286e1eeb9debf14d5568eb5e5deeb0bb713db2f6a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fd3807dafdf5c3ec39daf504f11308d1b08c1d28c7a88a784afe0980a1ade711"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":4983144432,"sha256":"sha256:20ea14bee403f4953ef76a62a2df1ec1be16d4bfcead2ac036f93365fae963b3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7be0e06b2be76d952f5d2fec3c2d867cead909338edd8f11600f82f66752b630"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":4945370368,"sha256":"sha256:dc9e3261393dbd75612cc6764de341f193b7bafa0ab0c0690f7bdc10488b752a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8771aa608161e0c9ce58cdfeda14acd51ad04c82bddc552b440ac55b9e2af177"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":1661060400,"sha256":"sha256:32ffc1d448cee9cea73309cb4b93622982fbaeccaf08c66556bf8ce97ccdc8b3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d919bc407cb415885be0815414c43768a7c6660816d2a0e271f818aae868f2ef"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32602,"sha256":"sha256:764c1e40d624b4b465d58681b1051bc0d493db1b0db65e39661a63b950c13aec","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fcbdce0cc6be065ce9d15686fcb3a4eebd2755d57ff03e5f51a022ea63178048"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":587,"sha256":"sha256:aff38493227d813e29fcf8406e8e90062f1f031aa47d589325e9c31d89ac7cc3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:59f0e7e27418a6bb70b43fb64f47e4b5b9d8a76cf158a5e6c7235d969aa42e4a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":15524095,"sha256":"sha256:382cc235b56c725945e149cc25f191da667c836655efd0857b004320e90e91ea","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9a4e7bba3ed616f4ba3676e21354e7b0d76fc726e599bdfb7aa41051e26318ac"},{"path":"tokenizer_config.json","role":"config","sizeBytes":2516,"sha256":"sha256:1a2748cd4f6c7c91e768db11d6538e8386863aee17bdce71be5370f6e7736753","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:852eb380956ed4faa589d5e7631726db161b46f7b29347e7622236aa234b2d84"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:69b1d7c195aa381b659359f818e5edc4cdff30c2ec7db162bea92fbd0c05fd3b","representationDigest":"sha256:90ec950ab7be724520a3d01258621ee1de59c327ad5ded27059788d422e10826","evidenceSnapshotDigest":"sha256:30b97c3c0d5bafdf9adb0c80a0f97bd4de3ab26ae62d777d1b7a6900b108e5e2","evaluatedAt":"2026-09-26T20:47:48.476Z","authorityVersion":"sha256:06f2d7c6e21bc6ee4923371e2ee0906de263f3a9a2f78a5d61374028ff6c565a","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":11,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T16:25:21.770Z","evidence_url":"/api/manifests/hf-model-robinzixuan-phi4-attn-residual"}},"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":16,"publicDownloadableFileCount":11,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":16573993340,"label":"15.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":0,"upstreamStars":1,"label":"no demand yet","basis":"none"},"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":"robinzixuan/Phi4_attn_residual"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/16 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: robinzixuan/Phi4_attn_residual","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":5,"totalFiles":16},"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-robinzixuan-phi4-attn-residual/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"robinzixuan/Phi4_attn_residual"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T16:25:21.770Z","evidence_url":"/api/manifests/hf-model-robinzixuan-phi4-attn-residual"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-robinzixuan-phi4-attn-residual/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-robinzixuan-phi4-attn-residual","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/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":"robinzixuan/Phi4_attn_residual"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/16 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: robinzixuan/Phi4_attn_residual","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":5,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-robinzixuan-phi4-attn-residual/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-robinzixuan-phi4-attn-residual","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/distribution"},"supportedClaims":["robinzixuan/Phi4_attn_residual has 0 self-reported, unqualified Hugging Bay community reviews.","robinzixuan/Phi4_attn_residual has 0 self-reported run claims; none qualify verification during limited availability.","robinzixuan/Phi4_attn_residual 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-robinzixuan-phi4-attn-residual/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-robinzixuan-phi4-attn-residual"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-robinzixuan-phi4-attn-residual/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."}}