{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-04T11:27:21.818Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-manycore-research-spatiallm1-1-qwen-0-5b","repo":"manycore-research/SpatialLM1.1-Qwen-0.5B","artifact":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-manycore-research-spatiallm1-1-qwen-0-5b","owner":"manycore-research","name":"SpatialLM1.1-Qwen-0.5B","repo":"manycore-research/SpatialLM1.1-Qwen-0.5B","type":"llm","summary":"Model from Hugging Face for text generation: manycore-research/SpatialLM1.1-Qwen-0.5B · 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":"cc-by-nc-4.0"},{"field":"cardMetadata.license","value":"cc-by-nc-4.0"},{"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":"cc-by-nc-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2430031371,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"manycore-research","sourceUrl":"https://huggingface.co/manycore-research/SpatialLM1.1-Qwen-0.5B","license":"cc-by-nc-4.0","licenseState":"known","licenseLabel":"cc-by-nc-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","cc-by-nc-4.0","transformers","safetensors","spatiallm_qwen","text-generation","conversational","arxiv:2506.07491","base_model:qwen/qwen2.5-0.5b-instruct","base_model:finetune:qwen/qwen2.5-0.5b-instruct","license:cc-by-nc-4.0","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-nc-4.0","metrics":[],"datasets":[],"paperIds":["2506.07491"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/manycore-research/SpatialLM1.1-Qwen-0.5B","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license"],"semanticText":"text-generation transformers llm model safetensors base_model:qwen/qwen2.5-0.5b-instruct base_model:finetune:qwen/qwen2.5-0.5b-instruct","semanticTerms":["text-generation","transformers","llm","model","safetensors","base_model:qwen/qwen2.5-0.5b-instruct","base_model:finetune:qwen/qwen2.5-0.5b-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":18334},{"lfs":false,"path":"added_tokens.json","sizeBytes":602},{"lfs":false,"path":"config.json","sizeBytes":1444},{"lfs":false,"path":"generation_config.json","sizeBytes":121},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":2414130784},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":610},{"lfs":true,"path":"tokenizer.json","sizeBytes":11421893},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7327},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":2430031371,"sizeKnown":true,"sizeLabel":"2.3 GB","sizeReason":"","declaredSizeBytes":2430031371,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":29778,"stars":35,"citations":0,"updatedAt":"2026-09-21T07:57:05.911Z","createdAt":"2026-09-21T07:53:42.239Z","version":"hf-main","upstream":{"gated":false,"repoId":"manycore-research/SpatialLM1.1-Qwen-0.5B","private":false,"repoUrl":"https://huggingface.co/manycore-research/SpatialLM1.1-Qwen-0.5B","disabled":false,"provider":"huggingface","repoType":"model","revision":"b3ae9ad7a8689bc130a242c7f922a8cc290c1b59","fetchedAt":"2026-09-21T07:53:42.234Z","importMode":"external-catalog","licenseRaw":"cc-by-nc-4.0","licenseDeclared":"cc-by-nc-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-21T07:57:05.911Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":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_43d5b943e62867128d4ab62ec2a975b6faca5e38758b25cf7eb8c1716bd150cf","artifactId":"hf-model-manycore-research-spatiallm1-1-qwen-0-5b","representationId":"rep-2e0abfad421b356f84f489962b177452a29c1b651e93b4bc5dc7d3d55f51a4c6","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-2e0abfad421b356f84f489962b177452a29c1b651e93b4bc5dc7d3d55f51a4c6","artifactId":"hf-model-manycore-research-spatiallm1-1-qwen-0-5b","format":"safetensors","source":{"provider":"huggingface","identity":"manycore-research/SpatialLM1.1-Qwen-0.5B","revision":"b3ae9ad7a8689bc130a242c7f922a8cc290c1b59","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":602,"sha256":"sha256:03ae032135856de5edd09e8c20b8c3ddaccdcbaca0a9b1262e78f3e4228a08c8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:14d5520680502c9cca11eefbbd95d04e75a7b1c8b3c082d9452a6b72188ee728"},{"path":"config.json","role":"config","sizeBytes":1444,"sha256":"sha256:e9b31af33a3ff244c8a8360806f2e0840a0e2aef99970cff1bee39ff811cfcb4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8d105f693bc3a4319454969f9fc6156dbec1b653d9f721d39395510bf6c334d8"},{"path":"generation_config.json","role":"config","sizeBytes":121,"sha256":"sha256:9490acc9c36516c9e8a48071dcc2d0ad7c9320686768fcf226f79953787dc29a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0fc4d447b737f0d17924e3dccbed3bb995312b0687c30b8fa88f1dedd89be299"},{"path":"model.safetensors","role":"weight","sizeBytes":2414130784,"sha256":"sha256:ed2e1ca161d9ca51342bdee27e801ff7aac4f6ef4b2585f530b7ba657ed8a827","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:363362fc3624d0b80569d08b2a7827216f99c607efd0db9cb02ad147c57e2bb6"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":610,"sha256":"sha256:45cd689f24f4c531586b16899142f2c8d44f9cc3e3a3e477111db9a4cc568c3a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:68b7025fd41172f4ceb0a7fa194e1d750c84b090d1266ced71ec8a5f4d928c8c"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11421893,"sha256":"sha256:5a993952f62bf1f44eac28586835f4a298d7414dc8ecc3ec7e0ef3d51294161d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:59126143d204f21248c32852665868ea760b25e3f3bdaed204894c3b093bad84"},{"path":"tokenizer_config.json","role":"config","sizeBytes":7327,"sha256":"sha256:85d0fd8f80d297be379eac1939112245c8c7934b8f4eda72f2ae9c9b50bd4b79","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:972e0e5d929cf7074c15798ab5a317d2be9374993ebab366d9ea51c555d6bd38"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c10b0d3a960f11c7c72f38e7e6e6850b3821e8cd2800ec2f66a64be377514415","representationDigest":"sha256:f8f43d09baa4ae53bebd12c69fabfcfb1b0b24f1dfa3fa6dc3734cbec88f7ae6","evidenceSnapshotDigest":"sha256:2e4b526753a4c8411e5891bab2e98374bacdd14473ee7a74851d6b59a8cb9abf","evaluatedAt":"2026-09-21T07:57:06.273Z","authorityVersion":"sha256:6d6546ce3138886a275aefab987d8c1d31afa986d9abf803f8f038a40a29196e","invalidatedBy":null,"manifestFinal":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":11},"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":11,"publicDownloadableFileCount":null,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2430031371,"label":"2.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":29778,"upstreamStars":35,"label":"30K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"cc-by-nc-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"manycore-research/SpatialLM1.1-Qwen-0.5B"},{"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":["Provenance: manycore-research/SpatialLM1.1-Qwen-0.5B","Scan: passed"],"gaps":["License: cc-by-nc-4.0","Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":11},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/manycore-research/SpatialLM1.1-Qwen-0.5B"}},"sampleFiles":[],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"manycore-research/SpatialLM1.1-Qwen-0.5B"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-manycore-research-spatiallm1-1-qwen-0-5b"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-manycore-research-spatiallm1-1-qwen-0-5b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/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":"cc-by-nc-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"manycore-research/SpatialLM1.1-Qwen-0.5B"},{"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":["Provenance: manycore-research/SpatialLM1.1-Qwen-0.5B","Scan: passed"],"gaps":["License: cc-by-nc-4.0","Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-manycore-research-spatiallm1-1-qwen-0-5b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/distribution"},"supportedClaims":["manycore-research/SpatialLM1.1-Qwen-0.5B has 0 self-reported, unqualified Hugging Bay community reviews.","manycore-research/SpatialLM1.1-Qwen-0.5B has 0 self-reported run claims; none qualify verification during limited availability.","manycore-research/SpatialLM1.1-Qwen-0.5B 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-manycore-research-spatiallm1-1-qwen-0-5b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-manycore-research-spatiallm1-1-qwen-0-5b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-manycore-research-spatiallm1-1-qwen-0-5b/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."}}