{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T01:07:50.000Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mii-llm-nesso-0-4b-agentic","repo":"mii-llm/nesso-0.4B-agentic","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2260903084,"readinessCheckedAt":"2026-10-30T21:57:57.806Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2260903084,"readinessCheckedAt":"2026-10-30T21:57:57.806Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-mii-llm-nesso-0-4b-agentic","owner":"mii-llm","name":"nesso-0.4B-agentic","repo":"mii-llm/nesso-0.4B-agentic","type":"llm","summary":"Model from Hugging Face for text generation: mii-llm/nesso-0.4B-agentic · transformers","cardDescription":"A chat model for conversations, questions and writing.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for asking software tools to take actions.","confidence":"medium","task":"tool-calling","audience":null,"basis":"recorded-metadata","rules":["task:tool-calling","tag:chat","metadata:tool-calling"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"mii-llm/zagreus-0.4B-ita"},{"field":"tags","value":"conversational"},{"field":"tags","value":"function-calling"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"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":"mii-llm/zagreus-0.4B-ita","field":"baseModel"}],"parameters":null,"size":{"bytes":2260904654,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"mii-llm","sourceUrl":"https://huggingface.co/mii-llm/nesso-0.4B-agentic","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","transformers","safetensors","llama","text-generation","small-language-model","slm","edge-ai","italian","bilingual","function-calling","agentic","structured-output","tool-use","nanotron","axolotl","conversational","it","en","base_model:mii-llm/zagreus-0.4b-ita","base_model:finetune:mii-llm/zagreus-0.4b-ita"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","jinja","json","safetensors"],"baseModel":"mii-llm/zagreus-0.4B-ita","derivedFrom":"mii-llm/zagreus-0.4B-ita","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"mii-llm/zagreus-0.4B-ita","languages":["it","en"],"sourceUrl":"https://huggingface.co/mii-llm/nesso-0.4B-agentic","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","model_type","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model it en mii-llm/zagreus-0.4b-ita safetensors agentic","semanticTerms":["text-generation","transformers","llm","model","it","en","mii-llm/zagreus-0.4b-ita","safetensors","agentic"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":10178},{"lfs":false,"path":"chat_template.jinja","sizeBytes":1848},{"lfs":false,"path":"config.json","sizeBytes":683},{"lfs":false,"path":"generation_config.json","sizeBytes":142},{"lfs":true,"path":"model.safetensors","sizeBytes":2243626016},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":1361},{"lfs":true,"path":"tokenizer.json","sizeBytes":17211058},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":51798}],"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":2260904654,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2260904654,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":720,"stars":5,"citations":0,"updatedAt":"2026-08-29T14:19:14.708Z","createdAt":"2026-06-30T02:17:35.913Z","version":"hf-main","upstream":{"gated":false,"repoId":"mii-llm/nesso-0.4B-agentic","private":false,"repoUrl":"https://huggingface.co/mii-llm/nesso-0.4B-agentic","disabled":false,"provider":"huggingface","repoType":"model","revision":"3b9b72883aaf26e6bdbb36ec3b7807020f97b569","fetchedAt":"2026-08-29T10:35:18.738Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T14:19:14.708Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":8,"mirroredBytes":2260903084,"mirroredFiles":8,"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_e2be9292cbaea66667180c7d1cf8546a044fd11a321dd490e3b8be5fb63875a8","artifactId":"hf-model-mii-llm-nesso-0-4b-agentic","representationId":"rep-4a359fba918e4f92f0f8bc175f74d40a2e156e310cb28b436fe7f7006ffb647f","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-4a359fba918e4f92f0f8bc175f74d40a2e156e310cb28b436fe7f7006ffb647f","artifactId":"hf-model-mii-llm-nesso-0-4b-agentic","format":"safetensors","source":{"provider":"huggingface","identity":"mii-llm/nesso-0.4B-agentic","revision":"3b9b72883aaf26e6bdbb36ec3b7807020f97b569","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":10178,"sha256":"sha256:765666899f9b0d61ea6177a5b8aa7fcb35191322a8078c410346ac00d2614034","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2f848d4f9463d5c22f7505666b5fed7d409cbbf26536523fd08caaffd7074010"},{"path":"chat_template.jinja","role":"template","sizeBytes":1848,"sha256":"sha256:8247032a74bf4994e8c06e48f57612efeeb36bb63e5d21a754f01dc5ce4665db","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3688202905176a61c01618d70ecd8aab98bba2602ac3bdd439ac72cbe3fa454d"},{"path":"config.json","role":"config","sizeBytes":683,"sha256":"sha256:0ba2f14abe633c1eea9b4a63481e11f5d7f9ab6a18de9c51486e823cfa041790","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:01d6b8a5f008e82483a50eb1285bdc224b1ad0f472a35dbe24994b7bf974d4ad"},{"path":"generation_config.json","role":"config","sizeBytes":142,"sha256":"sha256:fa44931d6476d81bdfe5a67b68b04671217ace47f16d1bdd6373c2a00aa1849a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a8bf8d01d87431b3b3fa386ab2daab852a60b29aae3a20aab04f011e72a6ea86"},{"path":"model.safetensors","role":"weight","sizeBytes":2243626016,"sha256":"sha256:1aad710a5b7b714af028343de781f207eb314d1c8f781f4abbfbf7b2b4b3216d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:14cdef06a1f3588905de944857c6a847aedbd456504c7af3774ce088a7f24673"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":1361,"sha256":"sha256:7a88f4819926ae46b59f9b0d0bd1ea311d344699bcae8fb85aaa84b5616b8cf6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:881aac270d2ecc38efb7977c9d93b6d4c76fb9f35af47d61de80a19aa79ef9f3"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17211058,"sha256":"sha256:4a80502037c38583156839ad1486db1e7e5aa0b3f9d47e072f16e6b30a0eb2dd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d69d6c64be8f3cd6a742788e503cf30f8342eab06e33fd8b142592797fe61201"},{"path":"tokenizer_config.json","role":"config","sizeBytes":51798,"sha256":"sha256:ce24183e8af64c13a3f7d3617cc68cdbdde3d86e4c55d772bef47b3d7ddc672b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:98998c9299eafad06d66f5243c28d4a0fb9e8b76878df6f88800605488553a0c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:bced114c2028ae1b3bd01db3cee9273c4450bd305e4916be01719357838016d9","representationDigest":"sha256:e145983e4e64b25a307cd978d69492e8de28eb2e12589d241557103f9999d028","evidenceSnapshotDigest":"sha256:89e3073e7dcf91d96134bf60b9c10fd32ca3d4ee89a904d0027eaf709588e591","evaluatedAt":"2026-08-29T14:19:15.133Z","authorityVersion":"sha256:612ee7c49bbf43fc8bee54abd3a74476ad34ba913dc069979ec84e0affbc9f02","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T21:57:57.806Z","evidence_url":"/api/manifests/hf-model-mii-llm-nesso-0-4b-agentic"}},"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":8,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2260904654,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":720,"upstreamStars":5,"label":"720 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":"mii-llm/nesso-0.4B-agentic"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/9 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":["License: apache-2.0","Provenance: mii-llm/nesso-0.4B-agentic","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":1,"totalFiles":9},"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-mii-llm-nesso-0-4b-agentic/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mii-llm/nesso-0.4B-agentic"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T21:57:57.806Z","evidence_url":"/api/manifests/hf-model-mii-llm-nesso-0-4b-agentic"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mii-llm-nesso-0-4b-agentic/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mii-llm-nesso-0-4b-agentic","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/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":"mii-llm/nesso-0.4B-agentic"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/9 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":["License: apache-2.0","Provenance: mii-llm/nesso-0.4B-agentic","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":1,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mii-llm-nesso-0-4b-agentic/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mii-llm-nesso-0-4b-agentic","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/distribution"},"supportedClaims":["mii-llm/nesso-0.4B-agentic has 0 self-reported, unqualified Hugging Bay community reviews.","mii-llm/nesso-0.4B-agentic has 0 self-reported run claims; none qualify verification during limited availability.","mii-llm/nesso-0.4B-agentic 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-mii-llm-nesso-0-4b-agentic/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mii-llm-nesso-0-4b-agentic"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mii-llm-nesso-0-4b-agentic/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."}}