{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-05T07:40:23.936Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated","repo":"huihui-ai/Huihui-Spark-X2.5-4B-abliterated","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-05T07:17:13.322Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-05T07:17:13.322Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated","owner":"huihui-ai","name":"Huihui-Spark-X2.5-4B-abliterated","repo":"huihui-ai/Huihui-Spark-X2.5-4B-abliterated","type":"llm","summary":"Model from Hugging Face for text generation: huihui-ai/Huihui-Spark-X2.5-4B-abliterated · transformers","cardDescription":"A model for generating and working with code.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"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":8238991286,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"huihui-ai","sourceUrl":"https://huggingface.co/huihui-ai/Huihui-Spark-X2.5-4B-abliterated","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","spark2_5","text-generation","llm","sparkx2_5","abliterated","uncensored","huihui","conversational","custom_code","base_model:xhtoken/spark-x2.5-4b","base_model:finetune:xhtoken/spark-x2.5-4b","license:apache-2.0","region:us"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","jinja","json","py","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/huihui-ai/Huihui-Spark-X2.5-4B-abliterated","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":11338},{"lfs":false,"path":"README.md","sizeBytes":9893},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4648},{"lfs":false,"path":"config.json","sizeBytes":2035},{"lfs":false,"path":"configuration_spark.py","sizeBytes":4329},{"lfs":false,"path":"generation_config.json","sizeBytes":283},{"lfs":false,"path":"merges.txt","sizeBytes":1567883},{"lfs":true,"path":"model-00001-of-00005.safetensors","sizeBytes":1982449528},{"lfs":true,"path":"model-00002-of-00005.safetensors","sizeBytes":1993132392},{"lfs":true,"path":"model-00003-of-00005.safetensors","sizeBytes":1993225048},{"lfs":true,"path":"model-00004-of-00005.safetensors","sizeBytes":1993132416},{"lfs":true,"path":"model-00005-of-00005.safetensors","sizeBytes":262252864},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":24133},{"lfs":false,"path":"modeling_spark.py","sizeBytes":19443},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":156},{"lfs":false,"path":"tokenizer.json","sizeBytes":10115786},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":4797},{"lfs":false,"path":"vocab.json","sizeBytes":3032795}],"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":8238991286,"sizeKnown":true,"sizeLabel":"7.7 GB","sizeReason":"","declaredSizeBytes":8238991286,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":964,"stars":15,"citations":0,"updatedAt":"2026-09-19T03:34:42.509Z","createdAt":"2026-09-16T00:19:56.053Z","version":"hf-main","upstream":{"gated":false,"repoId":"huihui-ai/Huihui-Spark-X2.5-4B-abliterated","private":false,"repoUrl":"https://huggingface.co/huihui-ai/Huihui-Spark-X2.5-4B-abliterated","disabled":false,"provider":"huggingface","repoType":"model","revision":"2e7ab2831394c582f15d629e3c40d63e7d04bc75","fetchedAt":"2026-09-16T00:19:55.969Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-19T03:34:42.509Z","mirroredBy":"mirror-batch-worker","totalFiles":19,"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_0482ec0aac0e25abe120c3f663654e0bc2eeb50eceebadf9baa5e07380cc2375","artifactId":"hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated","representationId":"rep-b11cf45af940ee0d570ab169e8b649999eba5c565cd76f8edfda6ea8d27e449d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-b11cf45af940ee0d570ab169e8b649999eba5c565cd76f8edfda6ea8d27e449d","artifactId":"hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated","format":"safetensors","source":{"provider":"huggingface","identity":"huihui-ai/Huihui-Spark-X2.5-4B-abliterated","revision":"2e7ab2831394c582f15d629e3c40d63e7d04bc75","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":11338,"sha256":"sha256:525c465ab952779d2d360a9ff36f7f49ae018a23d80302ff839a850a77784c36","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:60b1896e4d46063b6bbfaa4223a89787e5940ab001595653cd20baeff39bc9bd"},{"path":"chat_template.jinja","role":"template","sizeBytes":4648,"sha256":"sha256:705345721970da40e6aa56db548a46ecd1d8d94a5418808fa180ac19ee77a9ba","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e2942c4376107f674dc1d9c6adf062b641a5bb7c71e6fd59d78886d26f33b68c"},{"path":"config.json","role":"config","sizeBytes":2035,"sha256":"sha256:767161ece8ed2891e44345afdf98d29c1cacb964116cb6db7d20dc1c757490ad","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7e58d2fc413a811e48b180cba6b58f36336916994b0f177734a36324cd32bfd7"},{"path":"generation_config.json","role":"config","sizeBytes":283,"sha256":"sha256:7e1f4594580bdd9b67895f61bbcfd32d67d99e4a3adc588611686b86abc10816","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6b9b906c3f63053ee0b39948e352da9cacb217ba13a0ff5b3d2433263d6f7c18"},{"path":"model-00001-of-00005.safetensors","role":"weight","sizeBytes":1982449528,"sha256":"sha256:38816b5d3bda05125f7799990e321bce9a8ff7a6d71f078e114fe2d50c5570df","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:244e66e4f5befa24ac48028155216653e554a2ed53d81eef7fb1c3499bf47a48"},{"path":"model-00002-of-00005.safetensors","role":"weight","sizeBytes":1993132392,"sha256":"sha256:21be5abfb44bcc8a48564ecfdeec6d152eb5db1f5eb58629a7c1f318ad15120e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f4a3ce4409b53582ee3109558d802230d0cff7fab113c79449140d2a1355bd2d"},{"path":"model-00003-of-00005.safetensors","role":"weight","sizeBytes":1993225048,"sha256":"sha256:fe67bae86f71596e5ed8ce6f4b8fd203070c6e536e15f6a2a302844378801bc2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:db710af79253b9fb5aba95f273e320165f78358b5505ef45e3d00203bbdec5e9"},{"path":"model-00004-of-00005.safetensors","role":"weight","sizeBytes":1993132416,"sha256":"sha256:7b78a032643c6401933f25bd3ec0191777ec05d4e5a3ad665616af2e573406cd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b256b7fd393f02b6e7750fe56c2650d0d930d03a926a3a32b12fd160d3a05879"},{"path":"model-00005-of-00005.safetensors","role":"weight","sizeBytes":262252864,"sha256":"sha256:99e5d2ce5315135f9f7777eb51cad7af12fb570a1b0fc1888d886b17124a0172","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fa8e3e6d4f56166afafbb70f9fd81b38ac18fab5f8b6aec3ac709be18bd3f350"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":24133,"sha256":"sha256:77a11d49b279b5e44fcb1f2453f71a8023237f93992fe5275d842e149d896edd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3cb0cd1665b15f37d9656785f83df061cf45504e3a4e43716f5d068ea7661ce8"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":156,"sha256":"sha256:48a257e3f5f20a004e7c30482a70ae19ae7d9cf713144f2a1394ba20af8c3cb5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9662efe4b546070749b8141acf387980ab864e69f0e4c384c023225cd4036d82"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":10115786,"sha256":"sha256:710cce15cf3565674c499f9413997c6e8101f2bdd96245cff8f0311fb501248c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:616d59746899d67ee253f36268855ba2a09fb5bd1afb2cbd9090c70cc2b83846"},{"path":"tokenizer_config.json","role":"config","sizeBytes":4797,"sha256":"sha256:0729b0aeb1b88e000687b51c72d5aece759233bb4f6fb353eb497676e04d43b0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3bf684d74809bab36640be51a75af1c8f5692f0454f53393781164f3ee01aacd"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:8d2c63e0e7e2e09135660800ce426b4455304e724264f498491dde0649b32778","representationDigest":"sha256:0b6da833ee3439fa02eeea35bd4aaf09e6990f79ee91be4a45bf5fb62753f7a3","evidenceSnapshotDigest":"sha256:7937d9e2af67da4d3636ff8260dbe50635c7f5724000dfacb26ac0e14de79fb1","evaluatedAt":"2026-09-19T03:34:44.338Z","authorityVersion":"sha256:612b6b8b40e04ef8a1a68fdcd8630917ab4c1cab7fbe05413e75700a44171421","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":13,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":19,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-05T07:17:13.322Z","evidence_url":"/api/manifests/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated"}},"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":19,"publicDownloadableFileCount":0,"externalFileCount":19,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":8238991286,"label":"7.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":964,"upstreamStars":15,"label":"964 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":"huihui-ai/Huihui-Spark-X2.5-4B-abliterated"},{"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: huihui-ai/Huihui-Spark-X2.5-4B-abliterated","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":19,"totalFiles":19},"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-huihui-ai-huihui-spark-x2-5-4b-abliterated/mirrors"}},"sampleFiles":[],"contentControls":{"state":"removed","basis":"uploader_name_term_match_unverified","matchedTerms":["abliterated"],"assessedAt":null},"contentControlsLabel":"Content controls: uploader describes removal; not independently verified.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"huihui-ai/Huihui-Spark-X2.5-4B-abliterated"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-05T07:17:13.322Z","evidence_url":"/api/manifests/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/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":"huihui-ai/Huihui-Spark-X2.5-4B-abliterated"},{"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: huihui-ai/Huihui-Spark-X2.5-4B-abliterated","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":19,"totalFiles":19},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/distribution"},"supportedClaims":["huihui-ai/Huihui-Spark-X2.5-4B-abliterated has 0 self-reported, unqualified Hugging Bay community reviews.","huihui-ai/Huihui-Spark-X2.5-4B-abliterated has 0 self-reported run claims; none qualify verification during limited availability.","huihui-ai/Huihui-Spark-X2.5-4B-abliterated 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-huihui-ai-huihui-spark-x2-5-4b-abliterated/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-spark-x2-5-4b-abliterated/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."}}