{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T02:12:38.943Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-guilherme34-firefly-v3-2","repo":"Guilherme34/Firefly-V3.2","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T01:20:41.765Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-01T01:20:41.765Z","readinessSource":"file-check","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-guilherme34-firefly-v3-2","owner":"Guilherme34","name":"Firefly-V3.2","repo":"Guilherme34/Firefly-V3.2","type":"llm","summary":"Model from Hugging Face for text generation: Guilherme34/Firefly-V3.2 · transformers","cardDescription":"A chat model for conversations, questions and writing.","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":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":6460074494,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Guilherme34","sourceUrl":"","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","unknown","transformers","safetensors","llama","text-generation","merge","mergekit","sakana-ai","research-made-model","lazymergekit","finetuned","further-trained","roleplay","creative-writing","storytelling","character-ai","guilherme34/firefly","sicariussicariistuff/impish_llama_3b","conversational","base_model:guilherme34/firefly-v2.5","base_model:finetune:guilherme34/firefly-v2.5"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","png","json","mov","yml","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","tags"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1754},{"lfs":false,"path":"Firefly-V3.2-README.md","sizeBytes":10959},{"lfs":true,"path":"IMG_4815.png","sizeBytes":5666971},{"lfs":false,"path":"README.md","sizeBytes":23563},{"lfs":false,"path":"config.json","sizeBytes":834},{"lfs":true,"path":"copy_91FA56A8-D4E9-457D-BD2C-A011B8D8CD9D.mov","sizeBytes":19682987},{"lfs":false,"path":"mergekit_config.yml","sizeBytes":286},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4990977384},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1434551664},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":20951},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":444},{"lfs":false,"path":"tokenizer.json","sizeBytes":9085657},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":51040}],"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":6460074494,"sizeKnown":true,"sizeLabel":"6.0 GB","sizeReason":"","declaredSizeBytes":6460074494,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":31,"stars":2,"citations":0,"updatedAt":"2026-09-19T14:25:44.616Z","createdAt":"2026-09-19T13:54:42.588Z","version":"hf-main","upstream":{"gated":false,"repoId":"Guilherme34/Firefly-V3.2","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"98d847d4eec82cc6143b4fe4ba110ff786950986","fetchedAt":"2026-09-19T13:54:42.577Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"blocked","mirroredAt":"2026-09-19T14:25:44.616Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"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_3c9af631365b743b8d938c728baf296dbfc1bda0d7e94dab740a3cfbef320e31","artifactId":"hf-model-guilherme34-firefly-v3-2","representationId":"rep-150f75cc2abef6d9f829cbc6287e9d7b918a59883276d8efcb277327049711b9","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-150f75cc2abef6d9f829cbc6287e9d7b918a59883276d8efcb277327049711b9","artifactId":"hf-model-guilherme34-firefly-v3-2","format":"safetensors","source":{"provider":"huggingface","identity":"Guilherme34/Firefly-V3.2","revision":"98d847d4eec82cc6143b4fe4ba110ff786950986","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":834,"sha256":"sha256:28f27a430be07b2b13e492779f68b34967ab22c1bb92ee05541b439a2f957437","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b557b9f8812ba0ba683337cd7d3f58f3a5e6a274bbcd697fb77b87632c14dc71"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4990977384,"sha256":"sha256:b9256da7668712839d613710a2b5847f5863c5d2bdb68fcdd499a029c621c7df","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2d8100eb57b1c7e90bf03dfae1333dcfc6152bea4741d9444547e5dfe220c44f"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":1434551664,"sha256":"sha256:910c1ac36af4d82ef58ddca565211aafd6815e62b4d48cc7bc4df4cdc803d1e5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f64f480461e2c10d7567b7227b99a6a7398885e8ea0299dc6f5a50208f3c0a59"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":20951,"sha256":"sha256:8f8b2ecadb727b2e25e3f36106f8cf4713cd9341696a3a1dd75ae1e9359abe85","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:34ff4108b4b5ecc285b6362dbe455b8bf32b9a57a0105d00cf8dc525b672134d"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":444,"sha256":"sha256:7a6d7fa83a01e8192333cd7b848541159709c4b206739071980432612f807807","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d7d0fd193f74e277751686de018153e085d0141fe90cce0bc53819a9810a4421"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":9085657,"sha256":"sha256:79e3e522635f3171300913bb421464a87de6222182a0570b9b2ccba2a964b2b4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3eb2120ef052f896b2fd49fdcfc48a044a53def26b4ac334c432cd0043b6135d"},{"path":"tokenizer_config.json","role":"config","sizeBytes":51040,"sha256":"sha256:670813e0531d7ca52d63436825ea2c26288e1067a0f7c7689ae9599b7e58287b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9778cc84856d619d329f3ebb709b457f8fa6e181ca585b0ee86aa0a40b00ea2f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b73759981a9aaaf043560948483a56bc85874567adee03ff0d4176c65eb26656","representationDigest":"sha256:5a6457a37ecccc45753c3042446cdbde82accb398bedf7b90c298f870e6084a8","evidenceSnapshotDigest":"sha256:60314586236d33622ad13c170a2da5de1a6b8edfc8f97dc4975e882e8242dc00","evaluatedAt":"2026-09-19T14:25:45.251Z","authorityVersion":"sha256:82aa7a34985dddedaa4008d8cbb5ebd3b576092752cd59d2957c7dc5e2ab42e9","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":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T01:20:41.765Z","evidence_url":"/api/manifests/hf-model-guilherme34-firefly-v3-2"}},"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":13,"publicDownloadableFileCount":0,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6460074494,"label":"6.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":31,"upstreamStars":2,"label":"31 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"Guilherme34/Firefly-V3.2"},{"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":["Scan: passed"],"gaps":["License: unknown","Provenance: Guilherme34/Firefly-V3.2","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":13,"totalFiles":13},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-guilherme34-firefly-v3-2/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Guilherme34/Firefly-V3.2"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T01:20:41.765Z","evidence_url":"/api/manifests/hf-model-guilherme34-firefly-v3-2"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-guilherme34-firefly-v3-2/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-guilherme34-firefly-v3-2","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"Guilherme34/Firefly-V3.2"},{"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":["Scan: passed"],"gaps":["License: unknown","Provenance: Guilherme34/Firefly-V3.2","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":13,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-guilherme34-firefly-v3-2/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-guilherme34-firefly-v3-2","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/distribution"},"supportedClaims":["Guilherme34/Firefly-V3.2 has 0 self-reported, unqualified Hugging Bay community reviews.","Guilherme34/Firefly-V3.2 has 0 self-reported run claims; none qualify verification during limited availability.","Guilherme34/Firefly-V3.2 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-guilherme34-firefly-v3-2/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-guilherme34-firefly-v3-2"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-guilherme34-firefly-v3-2/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."}}