{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T09:53:10.575Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-chopratejas-kompress-base","repo":"chopratejas/kompress-base","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T09:25:03.590Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T09:25:03.590Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-chopratejas-kompress-base","owner":"chopratejas","name":"kompress-base","repo":"chopratejas/kompress-base","type":"llm","summary":"Model from Hugging Face for token classification: chopratejas/kompress-base · onnx","cardDescription":"Labels words and phrases within text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for labeling parts of text.","confidence":"medium","task":"token-classification","audience":null,"basis":"recorded-metadata","rules":["task:token-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":759563942,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"chopratejas","sourceUrl":"https://huggingface.co/chopratejas/kompress-base","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","onnx","safetensors","modernbert","token-compression","context-optimization","llm","agentic","token-classification","en","dataset:lmsys/lmsys-chat-1m","dataset:cnn_dailymail","dataset:edinburghnlp/xsum","dataset:ccdv/govreport-summarization","dataset:ccdv/arxiv-summarization","dataset:huuuyeah/meetingbank","dataset:knkarthick/samsum","license:apache-2.0","model-index","region:us","lmsys/lmsys-chat-1m"],"task":"token-classification","modality":"text","framework":"onnx","formats":["gitattributes","md","json","safetensors","onnx","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["f1","accuracy"],"datasets":["lmsys/lmsys-chat-1m","cnn_dailymail","EdinburghNLP/xsum","ccdv/govreport-summarization","ccdv/arxiv-summarization","huuuyeah/meetingbank","knkarthick/samsum"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/chopratejas/kompress-base","evalResults":[{"task":"Token Compression","score":"7.9","metric":"Quality Score (Claude-judged)","verified":false,"benchmark":"kompress-base"},{"task":"Token Compression","score":"5.9","metric":"LLMLingua-2 Quality Score","verified":false,"benchmark":"kompress-base"},{"task":"Token Compression","score":"84ms","metric":"Latency (median, Apple Silicon MPS)","verified":false,"benchmark":"kompress-base"},{"task":"Token Compression","score":"117ms","metric":"LLMLingua-2 Latency","verified":false,"benchmark":"kompress-base"}],"libraryName":"onnx","pipelineTag":"token-classification","cardDataKeys":["datasets","language","license","metrics","model-index","pipeline_tag","tags"],"semanticText":"token-classification onnx llm model en lmsys/lmsys-chat-1m cnn_dailymail edinburghnlp/xsum ccdv/govreport-summarization ccdv/arxiv-summarization huuuyeah/meetingbank knkarthick/samsum f1 accuracy kompress-base safetensors agentic dataset:lmsys/lmsys-chat-1m","semanticTerms":["token-classification","onnx","llm","model","en","lmsys/lmsys-chat-1m","cnn_dailymail","edinburghnlp/xsum","ccdv/govreport-summarization","ccdv/arxiv-summarization","huuuyeah/meetingbank","knkarthick/samsum","f1","accuracy","kompress-base","safetensors","agentic","dataset:lmsys/lmsys-chat-1m"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":6416},{"lfs":false,"path":"config.json","sizeBytes":2781},{"lfs":true,"path":"model.safetensors","sizeBytes":600014148},{"lfs":true,"path":"onnx/kompress-int8.onnx","sizeBytes":155950298},{"lfs":false,"path":"tokenizer.json","sizeBytes":3583228},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":351},{"lfs":true,"path":"training_args.bin","sizeBytes":5201}],"modelIndexNames":["kompress-base"]},"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":759563942,"sizeKnown":true,"sizeLabel":"724.4 MB","sizeReason":"","declaredSizeBytes":759563942,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":3202,"stars":28,"citations":0,"updatedAt":"2026-09-22T01:11:34.012Z","createdAt":"2026-06-30T02:07:05.423Z","version":"hf-main","upstream":{"gated":false,"repoId":"chopratejas/kompress-base","private":false,"repoUrl":"https://huggingface.co/chopratejas/kompress-base","disabled":false,"provider":"huggingface","repoType":"model","revision":"1c9123429e4046d14bd400093d1520859a5e8085","fetchedAt":"2026-09-22T01:08:02.578Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-22T01:11:34.012Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_62efd5b4dcb429696cde0b570b3fa05b69b51f66a8457f776a207aa78f762158","artifactId":"hf-model-chopratejas-kompress-base","representationId":"rep-6d686e13a4a24c0b0a293f1b70d5667ae53ddd0cdba8cc468653cfa216c75904","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-6d686e13a4a24c0b0a293f1b70d5667ae53ddd0cdba8cc468653cfa216c75904","artifactId":"hf-model-chopratejas-kompress-base","format":"safetensors","source":{"provider":"huggingface","identity":"chopratejas/kompress-base","revision":"1c9123429e4046d14bd400093d1520859a5e8085","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":2781,"sha256":"sha256:ebb2fa71d23d5dce7b68d5d331557d7a67ce7ccedd58fa84f69af1e44676198e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:812a3aff56533688df46c70b31b1457a1beed3e4c09c4a3a29bc821c659a52e1"},{"path":"model.safetensors","role":"weight","sizeBytes":600014148,"sha256":"sha256:dc992fb64ff1ddeaa3e858693a8bce0b08f72b2e73d1faa5e5520bcaa2fdc0cd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f60961611b901d26d4f66993f8bb076aff264d47f93e66a023915766da17989b"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3583228,"sha256":"sha256:6c8aaa9a542084f2457eab775d4eeb51f92a70c0fd9de28d5edb0ddec3c08d30","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c8af7dffa6eb8a669c2b84e637620832fa0ec41070d9099d7773330f64a838de"},{"path":"tokenizer_config.json","role":"config","sizeBytes":351,"sha256":"sha256:cbea6a0ec8bf4a66475f458a359223ec17f1ac36b2f5797036a76140daa065de","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:60ff1f14b0c513d8db499ab2b704f0525d313b6dce46b66751bcd2bfea3492e7"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:bb21749ca9945289897a710b838ef329a4c1160e82bb486c432aab89b8a2027a","representationDigest":"sha256:d31d4b163295ac2063bf85c366af938a2cf943244199738ad3e76dc88af2f233","evidenceSnapshotDigest":"sha256:aaee5cb0ce2079a4415820c2a6d91d1b9a517af82b877637c8f4556fd370375b","evaluatedAt":"2026-09-22T01:11:34.237Z","authorityVersion":"sha256:5dcca51a4546ce5178099bd1e6418af8a4b3cbadd215ce0b258f77b276ff8cea","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":4,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T09:25:03.590Z","evidence_url":"/api/manifests/hf-model-chopratejas-kompress-base"}},"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":"blocked","hosted":false,"fileCount":8,"publicDownloadableFileCount":0,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":759563942,"label":"724.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":3202,"upstreamStars":28,"label":"3.2K 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":"chopratejas/kompress-base"},{"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":["License: apache-2.0","Provenance: chopratejas/kompress-base","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":8,"totalFiles":8},"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-chopratejas-kompress-base/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"chopratejas/kompress-base"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T09:25:03.590Z","evidence_url":"/api/manifests/hf-model-chopratejas-kompress-base"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-chopratejas-kompress-base/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-chopratejas-kompress-base","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/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":"chopratejas/kompress-base"},{"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":["License: apache-2.0","Provenance: chopratejas/kompress-base","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":8,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-chopratejas-kompress-base/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-chopratejas-kompress-base","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/distribution"},"supportedClaims":["chopratejas/kompress-base has 0 self-reported, unqualified Hugging Bay community reviews.","chopratejas/kompress-base has 0 self-reported run claims; none qualify verification during limited availability.","chopratejas/kompress-base 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-chopratejas-kompress-base/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-chopratejas-kompress-base"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/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."}}