{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-29T14:33:12.057Z","namespace":"aloobun","displayName":"aloobun","claimed":false,"applicationStatus":null,"stats":{"artifacts":3,"publicArtifacts":3,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":35,"totalFiles":35,"downloads":295,"stars":2,"updatedAt":"2026-09-24T03:08:40.247Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":535139531,"readinessCheckedAt":"2026-10-29T11:46:19.954Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":535139531,"readinessCheckedAt":"2026-10-29T11:46:19.954Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-aloobun-indic-mxbai-l8-embed","owner":"aloobun","name":"indic-mxbai-L8-embed","repo":"aloobun/indic-mxbai-L8-embed","type":"embedding","summary":"Model from Hugging Face for sentence similarity: aloobun/indic-mxbai-L8-embed · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"aloobun/d-mxbai-L8-embed"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"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":"aloobun/d-mxbai-L8-embed","field":"baseModel"}],"parameters":null,"size":{"bytes":535458992,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"aloobun","sourceUrl":"https://huggingface.co/aloobun/indic-mxbai-L8-embed","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","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:112855","loss:mseloss","indic","bn","gu","hi","kn","ml","mr","ta","te","dataset:aloobun/indic-parallel-sentences-talks","arxiv:1908.10084","arxiv:2004.09813"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"aloobun/d-mxbai-L8-embed","derivedFrom":"aloobun/d-mxbai-L8-embed","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["negative_mse","src2trg_accuracy","trg2src_accuracy","mean_accuracy","pearson_cosine","spearman_cosine"],"datasets":["aloobun/indic-parallel-sentences-talks"],"paperIds":["1908.10084","2004.09813"],"repoType":"model","baseModel":"aloobun/d-mxbai-L8-embed","languages":["bn","gu","hi","kn","ml","mr","ta","te"],"sourceUrl":"https://huggingface.co/aloobun/indic-mxbai-L8-embed","evalResults":[{"task":"Knowledge Distillation","score":"-14.405468106269836","metric":"Negative Mse","verified":false,"benchmark":"en mr"},{"task":"Translation","score":"0.324","metric":"Src2Trg Accuracy","verified":false,"benchmark":"en mr"},{"task":"Translation","score":"0.174","metric":"Trg2Src Accuracy","verified":false,"benchmark":"en mr"},{"task":"Translation","score":"0.249","metric":"Mean Accuracy","verified":false,"benchmark":"en mr"},{"task":"Semantic Similarity","score":"0.21811289256702704","metric":"Pearson Cosine","verified":false,"benchmark":"sts17 en mr test"},{"task":"Semantic Similarity","score":"0.22533360893418355","metric":"Spearman Cosine","verified":false,"benchmark":"sts17 en mr test"},{"task":"Knowledge Distillation","score":"-14.047445356845856","metric":"Negative Mse","verified":false,"benchmark":"en hi"},{"task":"Translation","score":"0.465","metric":"Src2Trg Accuracy","verified":false,"benchmark":"en hi"},{"task":"Translation","score":"0.244","metric":"Trg2Src Accuracy","verified":false,"benchmark":"en hi"},{"task":"Translation","score":"0.35450000000000004","metric":"Mean Accuracy","verified":false,"benchmark":"en hi"},{"task":"Semantic Similarity","score":"0.08483694965794362","metric":"Pearson Cosine","verified":false,"benchmark":"sts17 en hi test"},{"task":"Semantic Similarity","score":"0.13404452326754046","metric":"Spearman Cosine","verified":false,"benchmark":"sts17 en hi test"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model bn gu hi kn ml mr ta te aloobun/indic-parallel-sentences-talks negative_mse src2trg_accuracy trg2src_accuracy mean_accuracy pearson_cosine spearman_cosine aloobun/d-mxbai-l8-embed sentencetransformer based on aloobun/d-mxbai-l8-embed safetensors dataset:aloobun/indic-parallel-sentences-talks text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","bn","gu","hi","kn","ml","mr","ta","te","aloobun/indic-parallel-sentences-talks","negative_mse","src2trg_accuracy","trg2src_accuracy","mean_accuracy","pearson_cosine","spearman_cosine","aloobun/d-mxbai-l8-embed","sentencetransformer based on aloobun/d-mxbai-l8-embed","safetensors","dataset:aloobun/indic-parallel-sentences-talks","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":297},{"lfs":false,"path":"README.md","sizeBytes":86137},{"lfs":false,"path":"config.json","sizeBytes":666},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":294},{"lfs":true,"path":"model.safetensors","sizeBytes":534424512},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711649},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1433},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["SentenceTransformer based on aloobun/d-mxbai-L8-embed"]},"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":535458992,"sizeKnown":true,"sizeLabel":"510.7 MB","sizeReason":"","declaredSizeBytes":535458992,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":100,"stars":0,"citations":0,"updatedAt":"2026-09-24T01:10:26.994Z","createdAt":"2026-09-24T01:09:17.478Z","version":"hf-main","upstream":{"gated":false,"repoId":"aloobun/indic-mxbai-L8-embed","private":false,"repoUrl":"https://huggingface.co/aloobun/indic-mxbai-L8-embed","disabled":false,"provider":"huggingface","repoType":"model","revision":"364167d28afb3a847b625a3518d9295e97568eef","fetchedAt":"2026-09-24T01:09:17.476Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T01:10:26.994Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":535139531,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":535458992,"label":"510.7 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":100,"upstreamStars":0,"label":"100 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"aloobun/indic-mxbai-L8-embed"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: aloobun/indic-mxbai-L8-embed","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"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-aloobun-indic-mxbai-l8-embed/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":297,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":86137,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"aloobun/indic-mxbai-L8-embed"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T11:46:19.954Z","evidence_url":"/api/manifests/hf-model-aloobun-indic-mxbai-l8-embed"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"embedding","count":2},{"type":"llm","count":1}],"topLicenses":[{"license":"apache-2.0","count":3}],"sourceCounts":[{"source":"huggingface","count":3}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/aloobun","api":"https://huggingbay.xyz/api/publishers/aloobun","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=aloobun&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":535139531,"readinessCheckedAt":"2026-10-29T11:46:19.954Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":535139531,"readinessCheckedAt":"2026-10-29T11:46:19.954Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-aloobun-indic-mxbai-l8-embed","owner":"aloobun","name":"indic-mxbai-L8-embed","repo":"aloobun/indic-mxbai-L8-embed","type":"embedding","summary":"Model from Hugging Face for sentence similarity: aloobun/indic-mxbai-L8-embed · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"aloobun/d-mxbai-L8-embed"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"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":"aloobun/d-mxbai-L8-embed","field":"baseModel"}],"parameters":null,"size":{"bytes":535458992,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"aloobun","sourceUrl":"https://huggingface.co/aloobun/indic-mxbai-L8-embed","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","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:112855","loss:mseloss","indic","bn","gu","hi","kn","ml","mr","ta","te","dataset:aloobun/indic-parallel-sentences-talks","arxiv:1908.10084","arxiv:2004.09813"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"aloobun/d-mxbai-L8-embed","derivedFrom":"aloobun/d-mxbai-L8-embed","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["negative_mse","src2trg_accuracy","trg2src_accuracy","mean_accuracy","pearson_cosine","spearman_cosine"],"datasets":["aloobun/indic-parallel-sentences-talks"],"paperIds":["1908.10084","2004.09813"],"repoType":"model","baseModel":"aloobun/d-mxbai-L8-embed","languages":["bn","gu","hi","kn","ml","mr","ta","te"],"sourceUrl":"https://huggingface.co/aloobun/indic-mxbai-L8-embed","evalResults":[{"task":"Knowledge Distillation","score":"-14.405468106269836","metric":"Negative Mse","verified":false,"benchmark":"en mr"},{"task":"Translation","score":"0.324","metric":"Src2Trg Accuracy","verified":false,"benchmark":"en mr"},{"task":"Translation","score":"0.174","metric":"Trg2Src Accuracy","verified":false,"benchmark":"en mr"},{"task":"Translation","score":"0.249","metric":"Mean Accuracy","verified":false,"benchmark":"en mr"},{"task":"Semantic Similarity","score":"0.21811289256702704","metric":"Pearson Cosine","verified":false,"benchmark":"sts17 en mr test"},{"task":"Semantic Similarity","score":"0.22533360893418355","metric":"Spearman Cosine","verified":false,"benchmark":"sts17 en mr test"},{"task":"Knowledge Distillation","score":"-14.047445356845856","metric":"Negative Mse","verified":false,"benchmark":"en hi"},{"task":"Translation","score":"0.465","metric":"Src2Trg Accuracy","verified":false,"benchmark":"en hi"},{"task":"Translation","score":"0.244","metric":"Trg2Src Accuracy","verified":false,"benchmark":"en hi"},{"task":"Translation","score":"0.35450000000000004","metric":"Mean Accuracy","verified":false,"benchmark":"en hi"},{"task":"Semantic Similarity","score":"0.08483694965794362","metric":"Pearson Cosine","verified":false,"benchmark":"sts17 en hi test"},{"task":"Semantic Similarity","score":"0.13404452326754046","metric":"Spearman Cosine","verified":false,"benchmark":"sts17 en hi test"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model bn gu hi kn ml mr ta te aloobun/indic-parallel-sentences-talks negative_mse src2trg_accuracy trg2src_accuracy mean_accuracy pearson_cosine spearman_cosine aloobun/d-mxbai-l8-embed sentencetransformer based on aloobun/d-mxbai-l8-embed safetensors dataset:aloobun/indic-parallel-sentences-talks text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","bn","gu","hi","kn","ml","mr","ta","te","aloobun/indic-parallel-sentences-talks","negative_mse","src2trg_accuracy","trg2src_accuracy","mean_accuracy","pearson_cosine","spearman_cosine","aloobun/d-mxbai-l8-embed","sentencetransformer based on aloobun/d-mxbai-l8-embed","safetensors","dataset:aloobun/indic-parallel-sentences-talks","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":297},{"lfs":false,"path":"README.md","sizeBytes":86137},{"lfs":false,"path":"config.json","sizeBytes":666},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":294},{"lfs":true,"path":"model.safetensors","sizeBytes":534424512},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711649},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1433},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["SentenceTransformer based on aloobun/d-mxbai-L8-embed"]},"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":535458992,"sizeKnown":true,"sizeLabel":"510.7 MB","sizeReason":"","declaredSizeBytes":535458992,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":100,"stars":0,"citations":0,"updatedAt":"2026-09-24T01:10:26.994Z","createdAt":"2026-09-24T01:09:17.478Z","version":"hf-main","upstream":{"gated":false,"repoId":"aloobun/indic-mxbai-L8-embed","private":false,"repoUrl":"https://huggingface.co/aloobun/indic-mxbai-L8-embed","disabled":false,"provider":"huggingface","repoType":"model","revision":"364167d28afb3a847b625a3518d9295e97568eef","fetchedAt":"2026-09-24T01:09:17.476Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T01:10:26.994Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":535139531,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":535458992,"label":"510.7 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":100,"upstreamStars":0,"label":"100 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"aloobun/indic-mxbai-L8-embed"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: aloobun/indic-mxbai-L8-embed","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"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-aloobun-indic-mxbai-l8-embed/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":297,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":86137,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"aloobun/indic-mxbai-L8-embed"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T11:46:19.954Z","evidence_url":"/api/manifests/hf-model-aloobun-indic-mxbai-l8-embed"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":6854869925,"readinessCheckedAt":"2026-10-29T04:52:12.070Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":6854869925,"readinessCheckedAt":"2026-10-29T04:52:12.070Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-aloobun-open-llama-3b-v2-elmv3","owner":"aloobun","name":"open-llama-3b-v2-elmv3","repo":"aloobun/open-llama-3b-v2-elmv3","type":"llm","summary":"Model from Hugging Face for text generation: aloobun/open-llama-3b-v2-elmv3 · transformers","cardDescription":"Generates text by continuing a prompt.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text.","confidence":"medium","task":"text-generation","audience":null,"basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":6855426992,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"aloobun","sourceUrl":"https://huggingface.co/aloobun/open-llama-3b-v2-elmv3","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","openllama","3b","en","dataset:totally-not-an-llm/everythinglm-data-v3","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm","totally-not-an-llm/everythinglm-data-v3"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","png","json","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["totally-not-an-llm/EverythingLM-data-V3"],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/aloobun/open-llama-3b-v2-elmv3","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["datasets","language","license","tags"],"semanticText":"text-generation transformers llm model en totally-not-an-llm/everythinglm-data-v3 safetensors","semanticTerms":["text-generation","transformers","llm","model","en","totally-not-an-llm/everythinglm-data-v3","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":411},{"lfs":false,"path":"assets/lm-eval.png","sizeBytes":43974},{"lfs":false,"path":"config.json","sizeBytes":684},{"lfs":false,"path":"generation_config.json","sizeBytes":132},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4995335400},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1857638968},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":19491},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":411},{"lfs":false,"path":"tokenizer.json","sizeBytes":1873526},{"lfs":true,"path":"tokenizer.model","sizeBytes":511574},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":902}],"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":6855426992,"sizeKnown":true,"sizeLabel":"6.4 GB","sizeReason":"","declaredSizeBytes":6855426992,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":99,"stars":0,"citations":0,"updatedAt":"2026-09-04T04:23:53.404Z","createdAt":"2026-06-30T04:06:33.832Z","version":"hf-main","upstream":{"gated":false,"repoId":"aloobun/open-llama-3b-v2-elmv3","private":false,"repoUrl":"https://huggingface.co/aloobun/open-llama-3b-v2-elmv3","disabled":false,"provider":"huggingface","repoType":"model","revision":"b036c6f34852ef62012df9b7d48827f400786759","fetchedAt":"2026-09-03T23:25:48.548Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-04T04:23:53.404Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":9,"mirroredBytes":6854869925,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":11,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":11,"publicDownloadableFileCount":9,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":6855426992,"label":"6.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":99,"upstreamStars":0,"label":"99 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"aloobun/open-llama-3b-v2-elmv3"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/11 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: aloobun/open-llama-3b-v2-elmv3","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":2,"totalFiles":11},"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-aloobun-open-llama-3b-v2-elmv3/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/lm-eval.png","sizeBytes":43974,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"aloobun/open-llama-3b-v2-elmv3"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T04:52:12.070Z","evidence_url":"/api/manifests/hf-model-aloobun-open-llama-3b-v2-elmv3"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":535139350,"readinessCheckedAt":"2026-10-29T11:46:19.900Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":535139350,"readinessCheckedAt":"2026-10-29T11:46:19.900Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-aloobun-d-mxbai-l8-embed","owner":"aloobun","name":"d-mxbai-L8-embed","repo":"aloobun/d-mxbai-L8-embed","type":"embedding","summary":"Model from Hugging Face for sentence similarity: aloobun/d-mxbai-L8-embed · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"mixedbread-ai/mxbai-embed-large-v1"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"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":"mixedbread-ai/mxbai-embed-large-v1","field":"baseModel"}],"parameters":null,"size":{"bytes":535389795,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"aloobun","sourceUrl":"https://huggingface.co/aloobun/d-mxbai-L8-embed","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","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:1195425","loss:mseloss","en","arxiv:1908.10084","arxiv:2004.09813","base_model:mixedbread-ai/mxbai-embed-large-v1","base_model:finetune:mixedbread-ai/mxbai-embed-large-v1","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us","embedding","pearson_cosine"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"mixedbread-ai/mxbai-embed-large-v1","derivedFrom":"mixedbread-ai/mxbai-embed-large-v1","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["pearson_cosine","spearman_cosine","negative_mse"],"datasets":[],"paperIds":["1908.10084","2004.09813"],"repoType":"model","baseModel":"mixedbread-ai/mxbai-embed-large-v1","languages":["en"],"sourceUrl":"https://huggingface.co/aloobun/d-mxbai-L8-embed","evalResults":[{"task":"Semantic Similarity","score":"0.8654028138219636","metric":"Pearson Cosine","verified":false,"benchmark":"sts dev"},{"task":"Semantic Similarity","score":"0.8873087539713633","metric":"Spearman Cosine","verified":false,"benchmark":"sts dev"},{"task":"Knowledge Distillation","score":"-3.3795181661844254","metric":"Negative Mse","verified":false,"benchmark":"Unknown"},{"task":"Semantic Similarity","score":"0.834023412201456","metric":"Pearson Cosine","verified":false,"benchmark":"sts test"},{"task":"Semantic Similarity","score":"0.8723901159121923","metric":"Spearman Cosine","verified":false,"benchmark":"sts test"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model en pearson_cosine spearman_cosine negative_mse mixedbread-ai/mxbai-embed-large-v1 sentencetransformer based on mixedbread-ai/mxbai-embed-large-v1 safetensors text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","pearson_cosine","spearman_cosine","negative_mse","mixedbread-ai/mxbai-embed-large-v1","sentencetransformer based on mixedbread-ai/mxbai-embed-large-v1","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":297},{"lfs":false,"path":"README.md","sizeBytes":17121},{"lfs":false,"path":"config.json","sizeBytes":676},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":294},{"lfs":true,"path":"model.safetensors","sizeBytes":534424512},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711649},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1242},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["SentenceTransformer based on mixedbread-ai/mxbai-embed-large-v1"]},"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":535389795,"sizeKnown":true,"sizeLabel":"510.6 MB","sizeReason":"","declaredSizeBytes":535389795,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":96,"stars":2,"citations":0,"updatedAt":"2026-09-24T03:08:40.247Z","createdAt":"2026-09-24T03:07:45.532Z","version":"hf-main","upstream":{"gated":false,"repoId":"aloobun/d-mxbai-L8-embed","private":false,"repoUrl":"https://huggingface.co/aloobun/d-mxbai-L8-embed","disabled":false,"provider":"huggingface","repoType":"model","revision":"f95c00851ad1d0e034ac2bb2802004ee963b6ac0","fetchedAt":"2026-09-24T03:07:45.530Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T03:08:40.247Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":535139350,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":535389795,"label":"510.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":96,"upstreamStars":2,"label":"96 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"aloobun/d-mxbai-L8-embed"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: aloobun/d-mxbai-L8-embed","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"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-aloobun-d-mxbai-l8-embed/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":297,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":17121,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"aloobun/d-mxbai-L8-embed"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T11:46:19.900Z","evidence_url":"/api/manifests/hf-model-aloobun-d-mxbai-l8-embed"},"lastKnownAnswer":"Ready to download"}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"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."}}