{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T05:12:28.424Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-yeungnlp-firefly-qwen1-5-en-7b","repo":"YeungNLP/firefly-qwen1.5-en-7b","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":15454211369,"readinessCheckedAt":"2026-11-02T03:58:51.053Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":15454211369,"readinessCheckedAt":"2026-11-02T03:58:51.053Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-yeungnlp-firefly-qwen1-5-en-7b","owner":"YeungNLP","name":"firefly-qwen1.5-en-7b","repo":"YeungNLP/firefly-qwen1.5-en-7b","type":"llm","summary":"Model from Hugging Face for text generation: YeungNLP/firefly-qwen1.5-en-7b · 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":"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":15454610592,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"YeungNLP","sourceUrl":"https://huggingface.co/YeungNLP/firefly-qwen1.5-en-7b","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","qwen2","text-generation","conversational","arxiv:2305.18290","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","png"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2305.18290"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/YeungNLP/firefly-qwen1.5-en-7b","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["basemodel","library_name","license"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":7362},{"lfs":false,"path":"added_tokens.json","sizeBytes":80},{"lfs":false,"path":"config.json","sizeBytes":715},{"lfs":false,"path":"generation_config.json","sizeBytes":117},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4988482304},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4981244176},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4228306840},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":1244659840},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":31696},{"lfs":false,"path":"pics/accuracies.png","sizeBytes":23997},{"lfs":false,"path":"pics/loss.png","sizeBytes":25123},{"lfs":false,"path":"pics/margins.png","sizeBytes":33957},{"lfs":false,"path":"pics/open_llm.png","sizeBytes":314627},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":370},{"lfs":false,"path":"tokenizer.json","sizeBytes":7028015},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1168},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"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":15454610592,"sizeKnown":true,"sizeLabel":"14.4 GB","sizeReason":"","declaredSizeBytes":15454610592,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":99,"stars":2,"citations":0,"updatedAt":"2026-09-03T03:10:39.744Z","createdAt":"2026-06-30T04:06:33.832Z","version":"hf-main","upstream":{"gated":false,"repoId":"YeungNLP/firefly-qwen1.5-en-7b","private":false,"repoUrl":"https://huggingface.co/YeungNLP/firefly-qwen1.5-en-7b","disabled":false,"provider":"huggingface","repoType":"model","revision":"65454344303ccec2093e01a9ced62c5bc1eb4051","fetchedAt":"2026-09-03T01:21:44.357Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T03:10:39.744Z","mirroredBy":"mirror-batch-worker","totalFiles":19,"hostedFiles":14,"mirroredBytes":15454211369,"mirroredFiles":14,"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_a8cd8d98a30d5ba8a79a2c5cde8a8acf48a676ceee70ed95a4cc153a31564ed1","artifactId":"hf-model-yeungnlp-firefly-qwen1-5-en-7b","representationId":"rep-e6f81f0f8584a0f2dc6b43713a7af5f9a81b2f661a492a252f0224a4a5a2c7c8","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e6f81f0f8584a0f2dc6b43713a7af5f9a81b2f661a492a252f0224a4a5a2c7c8","artifactId":"hf-model-yeungnlp-firefly-qwen1-5-en-7b","format":"safetensors","source":{"provider":"huggingface","identity":"YeungNLP/firefly-qwen1.5-en-7b","revision":"65454344303ccec2093e01a9ced62c5bc1eb4051","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":7362,"sha256":"sha256:40726bfcbf3793a5cf13db4387ca42f8ac6a4c7c1109b6f5b28321e1b7b0e82e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:75f3bdcbeae74991a1be47c09907c9f8415b1811d4744d7b2c24b0b90bf5630d"},{"path":"added_tokens.json","role":"support","sizeBytes":80,"sha256":"sha256:6a475432c61f8d6154d10d28c37671a36e5717daf3d15002a988968fee54a500","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6d44fb3feb840789c6dcf3351a5e139204bbcf2d5325242bcd940c50b86e7352"},{"path":"config.json","role":"config","sizeBytes":715,"sha256":"sha256:a7a2da92f6b73e52f14575e6de1b993e505b07576002d2bd4f830f8c0bf4763f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:30f937f20f01dd5fe68f5715168cc363d8722c0398caa888900c65131c2b5df6"},{"path":"generation_config.json","role":"config","sizeBytes":117,"sha256":"sha256:377ed2cb8f84711791a4304a43dc7163769ed81244a966bea70e8cedb916a3b3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:12f047272d2208f3bf23399bb3d067e327344252231c2b73ca3e68c8285d20b1"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c25fe86f8ddd8a0cc66693376a31b6113f60e8fb3f9274d6fd62950b3f3e5077"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":4988482304,"sha256":"sha256:f99f8004d032a0a68b6c2b28681f9c574b4aebe027105ddaaedd9310ed454753","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5d884109cc63da538f911f31d02afd2a4b613d01e540ae3b976cb351c0bdfc61"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":4981244176,"sha256":"sha256:6d76b99335366b58b19818368c53741307c18ab6bab62b790bdd5765ec0595ce","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:10b7e839cef37551d86bcd748d33e1fff3802214763298cf1214ab19e2581cc2"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":4228306840,"sha256":"sha256:e25f46b54ba537c7ace72ac698bba48bbb29d7d8edb707b1d8e9edf094d1c41b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:db6890dcbeca998d776d810d632eb3b3ca7e5e960d35e3408d08f3f49439ecf6"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":1244659840,"sha256":"sha256:b4bfe2ac2a900cb1234d066b803997fb3381bac9ab65bbe8bd7c25ef3d3d58ba","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7c883e4c97421813de47ebb937f2604ecd106ae59fa785ebe9b2e0424e667eb6"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":31696,"sha256":"sha256:f0ba4b1901ae6e41739ab2aa853ffeda85cb62bb7cf49b0f3434d599e3f91379","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f5dee3dd0089f0a7d44fb82e17cdb9be5476e5e0dc8a0fad8c75992798c0985f"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":370,"sha256":"sha256:daf48284de8f4779b1dbf20963a68180002fba2a34a5da72292380c5d9fb6af2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aba44506082a58ab511d9bbb5eab59b5df545a163c6550dfc3f3f2e72669e764"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":7028015,"sha256":"sha256:f7c9b2dba4a296b1aa76c16a34b8225c0c118978400d4bb66bff0902d702f5b8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5aba021185bdfa43ecb9477e267c7ce6c56b84f5a186b52cbc1c780503642e0a"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1168,"sha256":"sha256:fb7a9aad08c87a3e8a90fa7557e8039f0a122d90b07afed374bd825928c42510","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:20d9cdf25936623aa911204e5d675f36e2bdf403559fd456efe43da15d34edcf"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9fb9bd8be9b397cf447893f707949b428eb94a51bd877257d348aa27b5e2d6e3"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:29b5580f52f15c45f1932f266fcb502084c2bb3aa0c9ed5f8079f1502129eaa6","representationDigest":"sha256:f26edc9d83697f2905afd8a9dc6c41770f522d32d97d5a8e76f969608ce67f56","evidenceSnapshotDigest":"sha256:7835507b6a635bc98e3fa083db2381a4ab487658de89531874603be83a056d14","evaluatedAt":"2026-09-03T03:10:40.138Z","authorityVersion":"sha256:c178933c6b64749377ea7ac5bc46d97ea2d073d5a7779dff9bd88d5e8f06155b","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":14,"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":"2026-11-02T03:58:51.053Z","evidence_url":"/api/manifests/hf-model-yeungnlp-firefly-qwen1-5-en-7b"}},"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":19,"publicDownloadableFileCount":14,"externalFileCount":19,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":15454610592,"label":"14.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":99,"upstreamStars":2,"label":"99 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":"YeungNLP/firefly-qwen1.5-en-7b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"14/19 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: apache-2.0","Provenance: YeungNLP/firefly-qwen1.5-en-7b","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 14/19 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":5,"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-yeungnlp-firefly-qwen1-5-en-7b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"YeungNLP/firefly-qwen1.5-en-7b"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T03:58:51.053Z","evidence_url":"/api/manifests/hf-model-yeungnlp-firefly-qwen1-5-en-7b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-yeungnlp-firefly-qwen1-5-en-7b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-yeungnlp-firefly-qwen1-5-en-7b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/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":"YeungNLP/firefly-qwen1.5-en-7b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"14/19 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: apache-2.0","Provenance: YeungNLP/firefly-qwen1.5-en-7b","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 14/19 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":5,"totalFiles":19},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-yeungnlp-firefly-qwen1-5-en-7b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-yeungnlp-firefly-qwen1-5-en-7b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/distribution"},"supportedClaims":["YeungNLP/firefly-qwen1.5-en-7b has 0 self-reported, unqualified Hugging Bay community reviews.","YeungNLP/firefly-qwen1.5-en-7b has 0 self-reported run claims; none qualify verification during limited availability.","YeungNLP/firefly-qwen1.5-en-7b 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-yeungnlp-firefly-qwen1-5-en-7b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-yeungnlp-firefly-qwen1-5-en-7b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-yeungnlp-firefly-qwen1-5-en-7b/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."}}