{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-06T19:46:38.711Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu","repo":"YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":713722319,"readinessCheckedAt":"2026-11-06T19:34:53.308Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":713722319,"readinessCheckedAt":"2026-11-06T19:34:53.308Z","readinessSource":"projection","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu","owner":"YuvrajSingh9886","name":"LFM2.5-350M-grpo-summarization-quality-meteor-bleu","repo":"YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu","type":"llm","summary":"Model from Hugging Face for summarization: YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu · mlx","cardDescription":"Turns longer text into a shorter summary.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for summarizing text.","confidence":"medium","task":"summarization","audience":null,"basis":"recorded-metadata","rules":["task:summarization"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"liquid-ai/LFM-2.5-350M"},{"field":"task","value":"summarization"},{"field":"cardMetadata.pipelineTag","value":"summarization"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"liquid-ai/LFM-2.5-350M","field":"baseModel"}],"parameters":null,"size":{"bytes":713729379,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"YuvrajSingh9886","sourceUrl":"https://huggingface.co/YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","lfm2","grpo","summarization","reinforcement-learning","length-penalty-fine-tuned","en","dataset:mlabonne/smoltldr","license:apache-2.0","region:us","llm","mlabonne/smoltldr","liquid-ai/lfm-2.5-350m"],"task":"summarization","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","jinja","json","safetensors"],"baseModel":"liquid-ai/LFM-2.5-350M","derivedFrom":"liquid-ai/LFM-2.5-350M","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["mlabonne/smoltldr"],"paperIds":[],"repoType":"model","baseModel":"liquid-ai/LFM-2.5-350M","languages":["en"],"sourceUrl":"https://huggingface.co/YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu","evalResults":[],"libraryName":"mlx","pipelineTag":"summarization","cardDataKeys":["base_model","datasets","language","license","tags"],"semanticText":"summarization mlx llm model en mlabonne/smoltldr liquid-ai/lfm-2.5-350m safetensors","semanticTerms":["summarization","mlx","llm","model","en","mlabonne/smoltldr","liquid-ai/lfm-2.5-350m","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":5541},{"lfs":false,"path":"chat_template.jinja","sizeBytes":2554},{"lfs":false,"path":"config.json","sizeBytes":1509},{"lfs":true,"path":"model.safetensors","sizeBytes":708984378},{"lfs":false,"path":"tokenizer.json","sizeBytes":4733389},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":489}],"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":713729379,"sizeKnown":true,"sizeLabel":"680.7 MB","sizeReason":"","declaredSizeBytes":713729379,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":31,"stars":0,"citations":0,"updatedAt":"2026-09-25T05:00:45.908Z","createdAt":"2026-09-25T04:59:21.230Z","version":"hf-main","upstream":{"gated":false,"repoId":"YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu","private":false,"repoUrl":"https://huggingface.co/YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu","disabled":false,"provider":"huggingface","repoType":"model","revision":"1ae88458ca297314e7b1181de70751eb47023323","fetchedAt":"2026-09-25T04:59:21.228Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-25T05:00:45.908Z","mirroredBy":"mirror-batch-worker","totalFiles":7,"hostedFiles":5,"mirroredBytes":713722319,"mirroredFiles":5,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_f962da43ed18e72544421954579b4d1dab35379e1b00f65a7e8192175d50492c","artifactId":"hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu","representationId":"rep-a7a0ca3f42c17919d6391736b9206505fdefefeeb675e56dc8d0a9a4cd41a2a6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-a7a0ca3f42c17919d6391736b9206505fdefefeeb675e56dc8d0a9a4cd41a2a6","artifactId":"hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu","format":"mlx","source":{"provider":"huggingface","identity":"YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu","revision":"1ae88458ca297314e7b1181de70751eb47023323","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":2554,"sha256":"sha256:21ccd660bfc9453da1de99dd3e0ac7fedcd3a08344289850cd8f39a4a55e8a96","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:620368667b8ce5f236d67b05dff9ba3e49ed63671949fc043ea32f18a3bbdba0"},{"path":"config.json","role":"config","sizeBytes":1509,"sha256":"sha256:266e71991559fbde40027f780679af76a30d92aeafc14d4f274a96cc4026e93a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:08f140e4a15dea3ebabe19cb526de84d8b9f99b1209a63053ffe9c13fa2806c9"},{"path":"model.safetensors","role":"weight","sizeBytes":708984378,"sha256":"sha256:bc0624f0f5c701e1b8f62f4c9d238b38b020fa179b7204e7c7070350543cfdc0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c260f445692a91aded71a1fd53235f239cfe55e72e41e6b69248dde55f248e40"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":4733389,"sha256":"sha256:df1d8d5ec5d091b460562ffd545e4a5e91d17d4a0db7ebe733be34ed374377bd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:17b5a75cac68d6989c30ee7a0b308097cb3865964cc07073bdc673f44ea58eed"},{"path":"tokenizer_config.json","role":"config","sizeBytes":489,"sha256":"sha256:75c287923e252b08b0a0f1c367bbe557ab23a681d0b71c5a34e0932ddbe2f5ee","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:13eec65aa3c71d170ca34641e4330f281b3c128cea31c43af732f45306120bd2"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e0bcb329840a0e0b76db8bb5efeeff67ca561d117062483b5e2adcf9899bd0f9","representationDigest":"sha256:d31f99f1936ea698690ffde33e678dbe3e6061446186a661bd33f068dbfaceea","evidenceSnapshotDigest":"sha256:7f31899e48a40044180d33ac78846806c974f9c03cd1b45ae0b13e8c56dab823","evaluatedAt":"2026-09-25T05:00:46.553Z","authorityVersion":"sha256:94a6e4256f0e050b6d3344c8757eaf1af8e23139a00b9f52a9a1f19068f0d116","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":7,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-06T19:34:53.308Z","evidence_url":"/api/manifests/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu"}},"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":"unknown","hosted":null,"fileCount":7,"publicDownloadableFileCount":5,"externalFileCount":7,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":713729379,"label":"680.7 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":31,"upstreamStars":0,"label":"31 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":"YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/7 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: YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":2,"totalFiles":7},"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-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-06T19:34:53.308Z","evidence_url":"/api/manifests/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/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":"YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/7 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: YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":2,"totalFiles":7},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/distribution"},"supportedClaims":["YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu has 0 self-reported, unqualified Hugging Bay community reviews.","YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu has 0 self-reported run claims; none qualify verification during limited availability.","YuvrajSingh9886/LFM2.5-350M-grpo-summarization-quality-meteor-bleu 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-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-yuvrajsingh9886-lfm2-5-350m-grpo-summarization-quality-meteor-bleu/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."}}