{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-23T04:26:31.977Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-trl-internal-testing-tiny-lfm2forcausallm","repo":"trl-internal-testing/tiny-Lfm2ForCausalLM","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":5880726,"readinessCheckedAt":"2026-10-23T03:32:49.421Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":5880726,"readinessCheckedAt":"2026-10-23T03:32:49.421Z","readinessSource":"file-check","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-trl-internal-testing-tiny-lfm2forcausallm","owner":"trl-internal-testing","name":"tiny-Lfm2ForCausalLM","repo":"trl-internal-testing/tiny-Lfm2ForCausalLM","type":"llm","summary":"Model from Hugging Face for text generation: trl-internal-testing/tiny-Lfm2ForCausalLM · transformers","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":5882420,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"trl-internal-testing","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","unknown","transformers","safetensors","lfm2","text-generation","trl","conversational","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","jinja","json","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":["library_name","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":"README.md","sizeBytes":175},{"lfs":false,"path":"chat_template.jinja","sizeBytes":1379},{"lfs":false,"path":"config.json","sizeBytes":682},{"lfs":false,"path":"generation_config.json","sizeBytes":132},{"lfs":true,"path":"model.safetensors","sizeBytes":1054096},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":434},{"lfs":false,"path":"tokenizer.json","sizeBytes":4732426},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":91577}],"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":5882420,"sizeKnown":true,"sizeLabel":"5.6 MB","sizeReason":"","declaredSizeBytes":5882420,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":198693,"stars":0,"citations":0,"updatedAt":"2026-09-21T01:00:41.149Z","createdAt":"2026-09-21T01:00:19.632Z","version":"hf-main","upstream":{"gated":false,"repoId":"trl-internal-testing/tiny-Lfm2ForCausalLM","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"119d70b9bb063d897619692eb1169f48eb422911","fetchedAt":"2026-09-21T01:00:19.630Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T01:00:41.149Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":7,"mirroredBytes":5880726,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"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_a8dfbebd5706ea87d6cc414db933d17618dfe13780179f386e79af38e8eff83d","artifactId":"hf-model-trl-internal-testing-tiny-lfm2forcausallm","representationId":"rep-e5fce66722aada1eef09730250f180140ffe5f785333ea59d110b348477cdd2b","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e5fce66722aada1eef09730250f180140ffe5f785333ea59d110b348477cdd2b","artifactId":"hf-model-trl-internal-testing-tiny-lfm2forcausallm","format":"safetensors","source":{"provider":"huggingface","identity":"trl-internal-testing/tiny-Lfm2ForCausalLM","revision":"119d70b9bb063d897619692eb1169f48eb422911","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":1379,"sha256":"sha256:cef187400d62a59507aab3a642ea9a8d2a2ef263562bc3430560e116945273cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8e7617e423355919453af9d0b55ff5e9e5d206aa42d8743917b895e7941b615f"},{"path":"config.json","role":"config","sizeBytes":682,"sha256":"sha256:742d113240d60586ab2541333a575b0827254b0c9ff646249ddc8151667ae453","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ce644eef99da7a7e88deff409549b29f27a439be809a62c234aec436c3b81e44"},{"path":"generation_config.json","role":"config","sizeBytes":132,"sha256":"sha256:a84d3ee82caad37161dff200c1ee939acd2069c23843eef315f3756fce148cce","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:45d3a0bd66cb51011f817947849232d906eb7d8ad72457f758ae57a171b4d9de"},{"path":"model.safetensors","role":"weight","sizeBytes":1054096,"sha256":"sha256:9009f3f8bad23dbd483b8baf9554731f3a85359534b5e2a90ec5753063046337","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a0cf4af720f5e7d9d72de28d98ca26aba08bc11101c4c3226b17e5e577066bf9"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":434,"sha256":"sha256:742aefe2b7dec496e8caffdba03a75d0c1a9925d53bd3f3e0d388c96b591b6f4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3777c25e02bfc492ce67ba3a25e956841fbb044fe7bedfbc011dd5a3cf5d3b66"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":4732426,"sha256":"sha256:98cff83b4f6d7e9d8929bebc62b07e92cf1b3f99c80d16bafe8b84a75448f40b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:27cca53721425f9db20cb9cea6903f6b31a4e389860c074ac5668b0642aaa759"},{"path":"tokenizer_config.json","role":"config","sizeBytes":91577,"sha256":"sha256:ceffb645ed82973bdfa5fa663de6f83d2ce6f18df8bf16a6315cc62b93e7c382","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:809f66a4242c9d3c9832d7be1e92946470566fd9bb7db00b478855d3fec39d96"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:8f1204724b54da90a76c145cf74e3015dcdcea839c1a8127c2897f9f2609c0fe","representationDigest":"sha256:288d2934f15d3a7552a1d76b849e50e08a17a30dcd8a7ccac2a7fdecb3a544c3","evidenceSnapshotDigest":"sha256:132739a0b9e42b66dd4f56e175660b4e3fd287f59067e27e03e3c59020734d31","evaluatedAt":"2026-09-21T01:00:41.393Z","authorityVersion":"sha256:6f9b02e7108cd43788eb0d02c52a769cb84ba17836bb500b2eb6a5ffb89413e6","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"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":9,"scope":"recorded-postgres-snapshot"},"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":9,"publicDownloadableFileCount":7,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":5882420,"label":"5.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":198693,"upstreamStars":0,"label":"199K 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":"trl-internal-testing/tiny-Lfm2ForCausalLM"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/9 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: trl-internal-testing/tiny-Lfm2ForCausalLM","Hosted files: 7/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":2,"totalFiles":9},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-trl-internal-testing-tiny-lfm2forcausallm/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"trl-internal-testing/tiny-Lfm2ForCausalLM"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-trl-internal-testing-tiny-lfm2forcausallm/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-trl-internal-testing-tiny-lfm2forcausallm","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/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":"trl-internal-testing/tiny-Lfm2ForCausalLM"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/9 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: trl-internal-testing/tiny-Lfm2ForCausalLM","Hosted files: 7/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":2,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-trl-internal-testing-tiny-lfm2forcausallm/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-trl-internal-testing-tiny-lfm2forcausallm","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/distribution"},"supportedClaims":["trl-internal-testing/tiny-Lfm2ForCausalLM has 0 self-reported, unqualified Hugging Bay community reviews.","trl-internal-testing/tiny-Lfm2ForCausalLM has 0 self-reported run claims; none qualify verification during limited availability.","trl-internal-testing/tiny-Lfm2ForCausalLM 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-trl-internal-testing-tiny-lfm2forcausallm/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-trl-internal-testing-tiny-lfm2forcausallm"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-trl-internal-testing-tiny-lfm2forcausallm/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."}}