{"id":"hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased","name":"sentiment-analysis-nanot5-small-malaysian-cased","tags":["huggingface-import","external-catalog","model","unknown","transformers","safetensors","t5","text-classification","endpoints_compatible","deploy:azure","region:us","llm"],"task":"text-classification","type":"llm","evals":[],"owner":"mesolitica","stars":1,"formats":["gitattributes","json","txt","safetensors"],"hosting":{"status":"hosted","mirroredAt":"2026-09-21T08:07:12.509Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":6,"mirroredBytes":167910854,"mirroredFiles":6,"storageProvider":"gcs","hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":6,"serveAuthority":"live-serve-decision","completeRunnable":false,"authority":"postgres-executable-state-snapshot","authorityDigest":"sha256:d63415012c3a093d1c7be95107130211cd11d7e5358e7d2b6a63c67950d698c1","downloadReady":true},"license":"unknown","summary":"Model from Hugging Face for text classification: mesolitica/sentiment-analysis-nanot5-small-malaysian-cased · transformers","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"83c27565b162b115d7deae8758032101fe4e3dde","fetchedAt":"2026-09-21T08:06:36.730Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"versions":[{"commit":"83c2756","version":"hf-main","releasedAt":"2023-10-08T07:38:48.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-09-21T08:06:36.732Z","fileCount":9,"framework":"transformers","publisher":"mesolitica","sizeBytes":168732931,"updatedAt":"2026-09-21T08:07:12.509Z","scanStatus":"passed","visibility":"public","description":"External Hugging Face catalog record for mesolitica/sentiment-analysis-nanot5-small-malaysian-cased. Task: text classification. Library: transformers. Popularity signal at import: 21,763 downloads and 1 likes.","mirrorCount":1,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-21T08:06:36.732Z.","Upstream license: unknown. Mirror admission policy: permissive (owner policy; no license rights inferred).","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":[],"semanticText":"text-classification transformers llm model safetensors","semanticTerms":["text-classification","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"added_tokens.json","sizeBytes":2593},{"lfs":false,"path":"config.json","sizeBytes":1048},{"lfs":false,"path":"merges.txt","sizeBytes":303347},{"lfs":true,"path":"model.safetensors","sizeBytes":166502084},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":2248},{"lfs":false,"path":"tokenizer.json","sizeBytes":1382261},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":20620},{"lfs":false,"path":"vocab.json","sizeBytes":517211}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"unknown","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":21763,"hostedFileCount":6,"cardCompleteness":77,"externalFileCount":3,"manifestReference":{"digest":"sha256:67a7b73c7b096e743985b0328cdc68d9a78f8044aa582842157dc666696d6b4a","version":"mirror-67a7b73c7b096e743985b0328cdc68d9a78f8044aa582842157dc666696d6b4a","createdAt":"2026-09-21T08:07:12.509Z"},"verificationStatus":"pending","requestedVisibility":"public","byteIntegritySummary":{"status":"partial","version":"mirror-request-state/v1","provider":"gcs","providers":["gcs"],"totalFiles":9,"verifiedAt":"2026-09-21T08:07:12.509Z","verifiedFiles":6},"repo":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1519,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"a6344aac8c09253b3b630fb776ae94478aa0275b","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-161bf8dc0f66f52481af7eb912da445849b4b433b433731604dd9d537af1b16f","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"},"signature_state":"unsigned"},{"path":"added_tokens.json","risk":"low","role":"support","format":"json","review":{"batchId":"mirror-batch-3dae4920f8569cf57fc018fd937ab4343b71d528a87a1eb5","approvedAt":"2026-09-21T08:06:47.667Z","approvedBy":"configured-admin","approvalDigest":"sha256:d0172f77794bf3b767cfd86d8a250c38e25e3a35bc825979d686dd725a0ccb3e"},"sha256":"ae2cf4a37622ab0d4b6c4bf29cf8869b2e568f810a2ec8b4a95f252b9cf7738d","source":{"identity":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","immutable":true},"required":true,"sizeBytes":2593,"mirroredAt":"2026-09-21T08:07:22.818Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"787f00b69bef97eacb32062fc2cf920a15cea066","externalUrl":null,"scanFindings":[],"sourceSha256":"ae2cf4a37622ab0d4b6c4bf29cf8869b2e568f810a2ec8b4a95f252b9cf7738d","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:ae2cf4a37622ab0d4b6c4bf29cf8869b2e568f810a2ec8b4a95f252b9cf7738d","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"added_tokens.json","digest":"ae2cf4a37622ab0d4b6c4bf29cf8869b2e568f810a2ec8b4a95f252b9cf7738d","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","sizeBytes":2593},"sourceRevision":"83c27565b162b115d7deae8758032101fe4e3dde","storageProvider":"gcs","storageSizeBytes":2593,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-161bf8dc0f66f52481af7eb912da445849b4b433b433731604dd9d537af1b16f","scanStatus":"passed","licenseDecisionId":"mirror-license-f7ebdd406e2e8bbbc0189bfd9a7173c72eb0409f9b3741cbfb2ef2aa4e7f15a8","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/added_tokens.json","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T15:14:55.329Z","mirrorPublicationId":"mirror-publication-7e47f7c6faaa9a799851f4eb11ec0d8d","hostingStatus":"hosted","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","sha256Provenance":{"reason":"cohort hydration for mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","observed":{"kind":"git-blob","gitOid":"787f00b69bef97eacb32062fc2cf920a15cea066","sha256":"ae2cf4a37622ab0d4b6c4bf29cf8869b2e568f810a2ec8b4a95f252b9cf7738d","sizeBytes":2593,"externalOid":"787f00b69bef97eacb32062fc2cf920a15cea066"},"upstream":{"path":"added_tokens.json","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde"},"planDigest":"sha256:a7238d93a555b61da126f305238a2d40a0a7a446022a4114fc64e64475d7911f","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:ad4b260c517f21d7db95d24a096e2111b5efa8a643315590db0d000d73af6926","observationId":"packet-observation-95f33aeff34f9d3414f0ed88e46ab248b9e12827e0ee4f3f5502f5ff6388d4e2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:dc6dfb11654c7227710ed59c5b1260b855c1a10562aee87da981577c020c8525"},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"},"signature_state":"signed"},{"path":"config.json","risk":"low","role":"config","format":"json","review":{"batchId":"mirror-batch-3dae4920f8569cf57fc018fd937ab4343b71d528a87a1eb5","approvedAt":"2026-09-21T08:06:47.667Z","approvedBy":"configured-admin","approvalDigest":"sha256:d0172f77794bf3b767cfd86d8a250c38e25e3a35bc825979d686dd725a0ccb3e"},"sha256":"c2fa22f7c4c7d4aefcb56da5ebd691a11c4f464de019f7acd75bd5639a60fef9","source":{"identity":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","immutable":true},"required":true,"sizeBytes":1048,"mirroredAt":"2026-09-21T08:07:22.735Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"c58258eecb9614e6d92028e8e2cf11a4aca64d99","externalUrl":null,"scanFindings":[],"sourceSha256":"c2fa22f7c4c7d4aefcb56da5ebd691a11c4f464de019f7acd75bd5639a60fef9","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:c2fa22f7c4c7d4aefcb56da5ebd691a11c4f464de019f7acd75bd5639a60fef9","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"config.json","digest":"c2fa22f7c4c7d4aefcb56da5ebd691a11c4f464de019f7acd75bd5639a60fef9","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","sizeBytes":1048},"sourceRevision":"83c27565b162b115d7deae8758032101fe4e3dde","storageProvider":"gcs","storageSizeBytes":1048,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-161bf8dc0f66f52481af7eb912da445849b4b433b433731604dd9d537af1b16f","scanStatus":"passed","licenseDecisionId":"mirror-license-f7ebdd406e2e8bbbc0189bfd9a7173c72eb0409f9b3741cbfb2ef2aa4e7f15a8","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/config.json","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T15:14:55.329Z","mirrorPublicationId":"mirror-publication-2f3467e994e64169ac0ac71522cd8375","hostingStatus":"hosted","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","sha256Provenance":{"reason":"cohort hydration for mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","observed":{"kind":"git-blob","gitOid":"c58258eecb9614e6d92028e8e2cf11a4aca64d99","sha256":"c2fa22f7c4c7d4aefcb56da5ebd691a11c4f464de019f7acd75bd5639a60fef9","sizeBytes":1048,"externalOid":"c58258eecb9614e6d92028e8e2cf11a4aca64d99"},"upstream":{"path":"config.json","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde"},"planDigest":"sha256:a7238d93a555b61da126f305238a2d40a0a7a446022a4114fc64e64475d7911f","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:ad4b260c517f21d7db95d24a096e2111b5efa8a643315590db0d000d73af6926","observationId":"packet-observation-95f33aeff34f9d3414f0ed88e46ab248b9e12827e0ee4f3f5502f5ff6388d4e2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:dc6dfb11654c7227710ed59c5b1260b855c1a10562aee87da981577c020c8525"},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"},"signature_state":"signed"},{"path":"merges.txt","risk":"low","format":"txt","sha256":"","lfsSha256":"","sizeBytes":303347,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"2f15847eed9e3b603f4f31f5972f31ec90114e3f","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-161bf8dc0f66f52481af7eb912da445849b4b433b433731604dd9d537af1b16f","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"},"signature_state":"unsigned"},{"path":"model.safetensors","risk":"low","role":"weight","format":"safetensors","review":{"batchId":"mirror-batch-3dae4920f8569cf57fc018fd937ab4343b71d528a87a1eb5","approvedAt":"2026-09-21T08:06:47.667Z","approvedBy":"configured-admin","approvalDigest":"sha256:d0172f77794bf3b767cfd86d8a250c38e25e3a35bc825979d686dd725a0ccb3e"},"sha256":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","source":{"identity":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","immutable":true},"required":true,"lfsSha256":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","sizeBytes":166502084,"mirroredAt":"2026-09-21T08:07:30.429Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","externalUrl":null,"scanFindings":[],"sourceSha256":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"model.safetensors","digest":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","sizeBytes":166502084},"sourceRevision":"83c27565b162b115d7deae8758032101fe4e3dde","storageProvider":"gcs","storageSizeBytes":166502084,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"sha256:8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","selectedRepresentationId":"rep-161bf8dc0f66f52481af7eb912da445849b4b433b433731604dd9d537af1b16f","scanStatus":"passed","licenseDecisionId":"mirror-license-f7ebdd406e2e8bbbc0189bfd9a7173c72eb0409f9b3741cbfb2ef2aa4e7f15a8","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/model.safetensors","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T15:14:55.329Z","mirrorPublicationId":"mirror-publication-c26abd8ec17b185c34705679a8d2ae85","hostingStatus":"hosted","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","sha256Provenance":{"reason":"cohort hydration for mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","observed":{"kind":"hf-lfs","gitOid":"a8849f63eaa8a86dcde509f54d1e25e5e4756605","sha256":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","sizeBytes":166502084,"externalOid":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60"},"upstream":{"path":"model.safetensors","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde"},"planDigest":"sha256:a7238d93a555b61da126f305238a2d40a0a7a446022a4114fc64e64475d7911f","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:ad4b260c517f21d7db95d24a096e2111b5efa8a643315590db0d000d73af6926","observationId":"packet-observation-95f33aeff34f9d3414f0ed88e46ab248b9e12827e0ee4f3f5502f5ff6388d4e2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:dc6dfb11654c7227710ed59c5b1260b855c1a10562aee87da981577c020c8525"},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"},"signature_state":"signed"},{"path":"special_tokens_map.json","risk":"low","role":"tokenizer","format":"json","review":{"batchId":"mirror-batch-3dae4920f8569cf57fc018fd937ab4343b71d528a87a1eb5","approvedAt":"2026-09-21T08:06:47.667Z","approvedBy":"configured-admin","approvalDigest":"sha256:d0172f77794bf3b767cfd86d8a250c38e25e3a35bc825979d686dd725a0ccb3e"},"sha256":"be1e81e7a2815dc806e2e6f97050eccd204080af50b220dbdf88371d23bcf05c","source":{"identity":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","immutable":true},"required":true,"sizeBytes":2248,"mirroredAt":"2026-09-21T08:07:22.981Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"ca88b7df74bce5e59bb55eca99ce5159f8588fc3","externalUrl":null,"scanFindings":[],"sourceSha256":"be1e81e7a2815dc806e2e6f97050eccd204080af50b220dbdf88371d23bcf05c","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:be1e81e7a2815dc806e2e6f97050eccd204080af50b220dbdf88371d23bcf05c","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"special_tokens_map.json","digest":"be1e81e7a2815dc806e2e6f97050eccd204080af50b220dbdf88371d23bcf05c","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","sizeBytes":2248},"sourceRevision":"83c27565b162b115d7deae8758032101fe4e3dde","storageProvider":"gcs","storageSizeBytes":2248,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-161bf8dc0f66f52481af7eb912da445849b4b433b433731604dd9d537af1b16f","scanStatus":"passed","licenseDecisionId":"mirror-license-f7ebdd406e2e8bbbc0189bfd9a7173c72eb0409f9b3741cbfb2ef2aa4e7f15a8","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/special_tokens_map.json","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T15:14:55.329Z","mirrorPublicationId":"mirror-publication-4776a759cbed0dcc488cbc4910c12b30","hostingStatus":"hosted","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","sha256Provenance":{"reason":"cohort hydration for mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","observed":{"kind":"git-blob","gitOid":"ca88b7df74bce5e59bb55eca99ce5159f8588fc3","sha256":"be1e81e7a2815dc806e2e6f97050eccd204080af50b220dbdf88371d23bcf05c","sizeBytes":2248,"externalOid":"ca88b7df74bce5e59bb55eca99ce5159f8588fc3"},"upstream":{"path":"special_tokens_map.json","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde"},"planDigest":"sha256:a7238d93a555b61da126f305238a2d40a0a7a446022a4114fc64e64475d7911f","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:ad4b260c517f21d7db95d24a096e2111b5efa8a643315590db0d000d73af6926","observationId":"packet-observation-95f33aeff34f9d3414f0ed88e46ab248b9e12827e0ee4f3f5502f5ff6388d4e2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:dc6dfb11654c7227710ed59c5b1260b855c1a10562aee87da981577c020c8525"},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"},"signature_state":"signed"},{"path":"tokenizer.json","risk":"low","role":"tokenizer","format":"json","review":{"batchId":"mirror-batch-3dae4920f8569cf57fc018fd937ab4343b71d528a87a1eb5","approvedAt":"2026-09-21T08:06:47.667Z","approvedBy":"configured-admin","approvalDigest":"sha256:d0172f77794bf3b767cfd86d8a250c38e25e3a35bc825979d686dd725a0ccb3e"},"sha256":"36db37656836da2912a5008389f610496aee06d94a56c46ad5612c2c27b9c69a","source":{"identity":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","immutable":true},"required":true,"sizeBytes":1382261,"mirroredAt":"2026-09-21T08:07:22.902Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"e80f462fbde216e199e4ebecad7af89927b62d96","externalUrl":null,"scanFindings":[],"sourceSha256":"36db37656836da2912a5008389f610496aee06d94a56c46ad5612c2c27b9c69a","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:36db37656836da2912a5008389f610496aee06d94a56c46ad5612c2c27b9c69a","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"tokenizer.json","digest":"36db37656836da2912a5008389f610496aee06d94a56c46ad5612c2c27b9c69a","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","sizeBytes":1382261},"sourceRevision":"83c27565b162b115d7deae8758032101fe4e3dde","storageProvider":"gcs","storageSizeBytes":1382261,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-161bf8dc0f66f52481af7eb912da445849b4b433b433731604dd9d537af1b16f","scanStatus":"passed","licenseDecisionId":"mirror-license-f7ebdd406e2e8bbbc0189bfd9a7173c72eb0409f9b3741cbfb2ef2aa4e7f15a8","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/tokenizer.json","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T15:14:55.329Z","mirrorPublicationId":"mirror-publication-c5df49d1f603892df4f43719cf6073ef","hostingStatus":"hosted","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","sha256Provenance":{"reason":"cohort hydration for mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","observed":{"kind":"git-blob","gitOid":"e80f462fbde216e199e4ebecad7af89927b62d96","sha256":"36db37656836da2912a5008389f610496aee06d94a56c46ad5612c2c27b9c69a","sizeBytes":1382261,"externalOid":"e80f462fbde216e199e4ebecad7af89927b62d96"},"upstream":{"path":"tokenizer.json","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde"},"planDigest":"sha256:a7238d93a555b61da126f305238a2d40a0a7a446022a4114fc64e64475d7911f","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:ad4b260c517f21d7db95d24a096e2111b5efa8a643315590db0d000d73af6926","observationId":"packet-observation-95f33aeff34f9d3414f0ed88e46ab248b9e12827e0ee4f3f5502f5ff6388d4e2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:dc6dfb11654c7227710ed59c5b1260b855c1a10562aee87da981577c020c8525"},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"},"signature_state":"signed"},{"path":"tokenizer_config.json","risk":"low","role":"config","format":"json","review":{"batchId":"mirror-batch-3dae4920f8569cf57fc018fd937ab4343b71d528a87a1eb5","approvedAt":"2026-09-21T08:06:47.667Z","approvedBy":"configured-admin","approvalDigest":"sha256:d0172f77794bf3b767cfd86d8a250c38e25e3a35bc825979d686dd725a0ccb3e"},"sha256":"bd63c99538d7f8696f9f1ef864e0f2eff93065da14cff166e87522f243b838fa","source":{"identity":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","immutable":true},"required":true,"sizeBytes":20620,"mirroredAt":"2026-09-21T08:07:22.665Z","sourceKind":"mirrored-upstream","contentType":"application/octet-stream","externalOid":"cd649d8d84ae4d6b9267a6d1b97c9ca9567f4c0a","externalUrl":null,"scanFindings":[],"sourceSha256":"bd63c99538d7f8696f9f1ef864e0f2eff93065da14cff166e87522f243b838fa","schemaVersion":"hugging-bay.canonical-executable-representation-plan.v3","approvedSha256":"sha256:bd63c99538d7f8696f9f1ef864e0f2eff93065da14cff166e87522f243b838fa","downloadPolicy":"capability","reviewFindings":[],"sourceIdentity":{"path":"tokenizer_config.json","digest":"bd63c99538d7f8696f9f1ef864e0f2eff93065da14cff166e87522f243b838fa","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde","sizeBytes":20620},"sourceRevision":"83c27565b162b115d7deae8758032101fe4e3dde","storageProvider":"gcs","storageSizeBytes":20620,"scanPolicyVersion":"hb-scan-2026-07-09.1","approvedExternalOid":"","selectedRepresentationId":"rep-161bf8dc0f66f52481af7eb912da445849b4b433b433731604dd9d537af1b16f","scanStatus":"passed","licenseDecisionId":"mirror-license-f7ebdd406e2e8bbbc0189bfd9a7173c72eb0409f9b3741cbfb2ef2aa4e7f15a8","manifestVersion":null,"tombstonedAt":null,"hosted":true,"downloadAuthorized":true,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/tokenizer_config.json","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T15:14:55.329Z","mirrorPublicationId":"mirror-publication-aa792f1738f2e010b6d084f18fcc52c5","hostingStatus":"hosted","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","sha256Provenance":{"reason":"cohort hydration for mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","observed":{"kind":"git-blob","gitOid":"cd649d8d84ae4d6b9267a6d1b97c9ca9567f4c0a","sha256":"bd63c99538d7f8696f9f1ef864e0f2eff93065da14cff166e87522f243b838fa","sizeBytes":20620,"externalOid":"cd649d8d84ae4d6b9267a6d1b97c9ca9567f4c0a"},"upstream":{"path":"tokenizer_config.json","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","provider":"huggingface","revision":"83c27565b162b115d7deae8758032101fe4e3dde"},"planDigest":"sha256:a7238d93a555b61da126f305238a2d40a0a7a446022a4114fc64e64475d7911f","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:ad4b260c517f21d7db95d24a096e2111b5efa8a643315590db0d000d73af6926","observationId":"packet-observation-95f33aeff34f9d3414f0ed88e46ab248b9e12827e0ee4f3f5502f5ff6388d4e2","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:dc6dfb11654c7227710ed59c5b1260b855c1a10562aee87da981577c020c8525"},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"},"signature_state":"signed"},{"path":"vocab.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":517211,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"aa3ebf969012c5459c7c9f2ba3a9481fca66f056","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"rep-161bf8dc0f66f52481af7eb912da445849b4b433b433731604dd9d537af1b16f","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"},"signature_state":"unsigned"}],"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":[]},"publicDownloadableFileCount":6,"publicFileCount":9,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-05T15:14:55.329Z","listedFileLowerBound":9,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":168732931,"label":"160.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21763,"upstreamStars":1,"label":"22K 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":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/9 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: mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","Hosted files: 6/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":6,"externalFiles":3,"totalFiles":9},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/download-plan"}},"mirrorCompletion":{"status":"partial","hostedFiles":6,"totalFiles":9,"externalFiles":3,"hostedBytes":167910854,"externalBytes":822077,"lowRiskExternalFiles":3,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":3,"directMirrorExternalBytes":822077,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":1519,"risk":"low","format":"gitattributes"},{"path":"merges.txt","sizeBytes":303347,"risk":"low","format":"txt"},{"path":"vocab.json","sizeBytes":517211,"risk":"low","format":"json"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"vocab.json","sizeBytes":517211,"risk":"low","format":"json","overFileCap":false},{"path":"merges.txt","sizeBytes":303347,"risk":"low","format":"txt","overFileCap":false},{"path":".gitattributes","sizeBytes":1519,"risk":"low","format":"gitattributes","overFileCap":false}]},"cardDescription":"Sorts text into categories.","licenseLabel":"License: unknown","recommendedFile":{"path":"model.safetensors","fileCount":1,"selectedSizeBytes":166502084,"files":[{"path":"model.safetensors","sizeBytes":166502084,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/model.safetensors"}],"sizeBytes":166502084,"storageSizeBytes":166502084,"hosted":true,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/model.safetensors"},"licenseClarity":{"license":"License: unknown","commercialUse":"unknown","confidence":"none","obligations":[],"summary":"License: unknown","redistribution":"Check the upstream license text or contact the model author before deciding how to use it.","notes":"Not legal advice."},"licenseObligationsDigest":null,"licenseUpstreamRecord":{"declaredLicense":"License: unknown","upstreamLicenseRaw":"License: unknown","sourceUrl":null,"upstream":{"gated":false,"repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"83c27565b162b115d7deae8758032101fe4e3dde","fetchedAt":"2026-09-21T08:06:36.730Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"}},"gateStatus":"mirror-exists","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T15:10:44.038Z","serveEvaluationId":"serve-4e8b419c4e5c702c4153bee2826ec5d9aaeb7d3bf0c8c3d283292eb803a71e9f","readiness":"ready","downloadReady":true,"mirroredBytes":167910854,"readinessCheckedAt":"2026-11-05T15:14:57.012Z","readinessSource":"file-check","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-05T15:10:44.038Z","serveEvaluationId":"serve-4e8b419c4e5c702c4153bee2826ec5d9aaeb7d3bf0c8c3d283292eb803a71e9f","readiness":"ready","downloadReady":true,"hostedFileCount":6,"mirroredBytes":167910854,"readinessCheckedAt":"2026-11-05T15:10:44.038Z","readinessSource":"file-check","degraded":false,"stale":false},"licenseState":"unknown","licenseUnresolved":true,"licenseCategory":"no-license","commandsAvailable":false,"runReady":false,"attribution":"Hosted · published SHA-256 checksums · https://huggingbay.xyz/artifact/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased","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."},"hosted":true,"pageFacts":{"id":"hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased","repo":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","type":"llm","purpose":"open-weights language model for text classification","license":{"id":"unknown","label":"License: unknown","state":"unknown","url":"","source":"unconfirmed","hostedFile":false,"commercialUse":"unknown","terms":"License: unknown"},"task":{"id":"text-classification","label":"text classification"},"size":{"bytes":168732931,"label":"168.7 MB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":167910854,"hostedLabel":"167.9 MB","hostedSummary":"6 files, 167.9 MB","hostedIsSubset":true,"downloadBytes":166502084,"downloadLabel":"166.5 MB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":166502084,"label":"166.5 MB","variants":1,"basis":"caller-selected"},"parameters":null,"sentence":"Hosted here: 6 files, 167.9 MB. Full repo upstream: 168.7 MB. The recommended download, model.safetensors, is 166.5 MB."},"files":{"hosted":6,"total":9,"label":"6 hosted of 9 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:a743ef7b38660d1dc34d8e6f7c7a66bd4a88d19c948d71d074d06858afe928d6","value":"S4YNkiy3QvBCbpGyx5PGuCVp0cDMEGilc2KJuDyWEV6EWgibG3PratLugC8xmWi21k5mOlXDKD4I43uOZER1AQ","signed_at":"2026-11-05T15:14:57.153Z","public_key_url":"/api/keys/manifest-signing","payload":"canonical-json:manifest-excluding-signature-and-generated_at","canonical_encoding":"rfc8785","canonical_excludes":["signature","generated_at","manifest_digest","serveEvaluatedAt","serveEvaluationId","serveExplanation","readinessCheckedAt","obtainReady","serveVerdict","reason","reasonCodes"]}},"download":{"status":"hosted","label":"Download here (6 hosted files)","url":"/artifact/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/files"},"released":{"iso":"2026-09-21","label":"Sep 21, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-21","label":"Sep 21, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased"},"languages":[],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":[],"arxivIds":[],"sameAs":[],"creator":{"@type":"Organization","name":"mesolitica"},"scholarlyArticles":[],"scanStatus":"passed","faq":[{"id":"what-is-it","question":"What is mesolitica/sentiment-analysis-nanot5-small-malaysian-cased?","answer":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased is an open-weights language model for text classification published by mesolitica, added to Hugging Bay Sep 21, 2026. Model from Hugging Face for text classification: mesolitica/sentiment-analysis-nanot5-small-malaysian-cased · transformers"},{"id":"license","question":"Can I use it commercially?","answer":"License: unknown. Check the upstream license text or ask the model author before commercial use."},{"id":"size","question":"How big is mesolitica/sentiment-analysis-nanot5-small-malaysian-cased?","answer":"Hosted here: 6 files, 167.9 MB. Full repo upstream: 168.7 MB. The recommended download, model.safetensors, is 166.5 MB."},{"id":"download","question":"Where can I download mesolitica/sentiment-analysis-nanot5-small-malaysian-cased?","answer":"Hosted here: 6 files, 167.9 MB. Full repo upstream: 168.7 MB."},{"id":"safety","question":"File pattern scans","answer":"Automated file-pattern scans flagged nothing; not a safety guarantee. 6 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will mesolitica/sentiment-analysis-nanot5-small-malaysian-cased run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}],"modelAnswer":{"words":"sentiment-analysis-nanot5-small-malaysian-cased is an open-weights language model for text classification. The primary file is model.safetensors (167 MB). The primary file needs about 1 GB free for the selected file (file plus room to run it). License: unknown. The SHA-256 prefix is 8f92c3577218. The primary Download is available now. No tested run commands for this file yet. The license label is unknown; availability is shown separately. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.","metaDescription":"sentiment-analysis-nanot5-small-malaysian-cased · 167 MB · ~1 GB RAM · License: unknown · SHA-256 8f92c3577218 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased","repo":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"model.safetensors","fileName":"model.safetensors","sha256":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","bytes":166502084,"sizeLabel":"166.5 MB","needGb":null,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/model.safetensors"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/model.safetensors","sizeLabel":"167 MB","bytes":166502084,"fileCount":1,"files":[{"path":"model.safetensors","fileName":"model.safetensors","sha256":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60","bytes":166502084,"sizeLabel":"166.5 MB","needGb":null,"downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/model.safetensors"}],"sha256":"8f92c3577218adf6152b74b4eeb10c8a5306709582f28c949c1ec25170091f60"},"otherFiles":[{"path":"added_tokens.json","fileName":"added_tokens.json","sha256":"ae2cf4a37622ab0d4b6c4bf29cf8869b2e568f810a2ec8b4a95f252b9cf7738d","sizeLabel":"2.59 KB","downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/added_tokens.json"},{"path":"config.json","fileName":"config.json","sha256":"c2fa22f7c4c7d4aefcb56da5ebd691a11c4f464de019f7acd75bd5639a60fef9","sizeLabel":"1.05 KB","downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/config.json"},{"path":"special_tokens_map.json","fileName":"special_tokens_map.json","sha256":"be1e81e7a2815dc806e2e6f97050eccd204080af50b220dbdf88371d23bcf05c","sizeLabel":"2.25 KB","downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/special_tokens_map.json"},{"path":"tokenizer.json","fileName":"tokenizer.json","sha256":"36db37656836da2912a5008389f610496aee06d94a56c46ad5612c2c27b9c69a","sizeLabel":"1.38 MB","downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/tokenizer.json"},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"bd63c99538d7f8696f9f1ef864e0f2eff93065da14cff166e87522f243b838fa","sizeLabel":"20.6 KB","downloadUrl":"/api/downloads/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased/tokenizer_config.json"}],"run":{"available":false,"reason":"non-gguf-no-one-liner-yet","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":"Bytes checked · not run here yet"},"paused":{"active":false},"blocked":{"active":false},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":null,"licenseLabel":"License: unknown","fingerprintMatches":false,"hostedFiles":6,"totalFiles":9},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-05T15:14:57.157Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":6,"mirroredBytes":167910854,"readinessCheckedAt":"2026-11-05T15:14:57.157Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":6,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-05T15:14:57.157Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"medium","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":168732931,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"runTested":false,"degraded":false,"stale":false,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"mesolitica/sentiment-analysis-nanot5-small-malaysian-cased"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased","revision":"83c27565b162b115d7deae8758032101fe4e3dde","claim":"estimated_physical_memory_capacity","runnableAuthority":false,"representations":[],"reason":"admitted_memory_inputs_unavailable"},"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.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-05T15:14:57.012Z","evidence_url":"/api/manifests/hf-model-mesolitica-sentiment-analysis-nanot5-small-malaysian-cased"}}