{"schemaVersion":"hugging-bay.compare.v1","generatedAt":"2026-09-21T09:42:40.976Z","baseUrl":"https://huggingbay.xyz","count":2,"missing":[],"strongest":{"bestOverall":"hf-model-qwen-qwen3-4b","readyNow":null,"mostPopular":"hf-model-facebookai-xlm-roberta-base","safestMirrorCandidate":"hf-model-facebookai-xlm-roberta-base"},"columns":["repo","type","task","license","hostingStatus","hostedFiles","downloads","stars","cardCompleteness","decision"],"rows":[{"id":"hf-model-facebookai-xlm-roberta-base","repo":"FacebookAI/xlm-roberta-base","name":"xlm-roberta-base","owner":"FacebookAI","type":"llm","typeLabel":"LLM","summary":"Model from Hugging Face for fill mask: FacebookAI/xlm-roberta-base · transformers","task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","msgpack","onnx","safetensors","bin","model"],"worksWith":[],"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","tf","jax","onnx","safetensors","xlm-roberta","fill-mask"],"license":"mit","licenseOpen":true,"mirrorEligible":true,"commercialFriendly":true,"visibility":"public","verificationStatus":"verified","scanStatus":"passed","cardCompleteness":88,"source":"huggingface","sourceUrl":"https://huggingface.co/FacebookAI/xlm-roberta-base","upstream":{"gated":false,"repoId":"FacebookAI/xlm-roberta-base","private":false,"repoUrl":"https://huggingface.co/FacebookAI/xlm-roberta-base","disabled":false,"provider":"huggingface","repoType":"model","revision":"e73636d4f797dec63c3081bb6ed5c7b0bb3f2089","fetchedAt":"2026-09-21T03:29:40.807Z","importMode":"mirrored-release","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hostingStatus":"unknown","hostedFiles":0,"externalFiles":5,"totalFiles":5,"sizeBytes":6352430498,"downloads":20024579,"stars":922,"citations":0,"signals":{"size":{"known":true,"bytes":6352430498,"label":"5.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":20024579,"upstreamStars":922,"label":"20M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Metadata checked 0/100","qualification":"canonical-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"FacebookAI/xlm-roberta-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: mit","Provenance: FacebookAI/xlm-roberta-base","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","canonicalState":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_4194cfdc803f6cf3b4c88550727f4599842cfc97e4c89042de38f4e069e4b087","artifactId":"hf-model-facebookai-xlm-roberta-base","representationId":"rep-d263ef8a48d2f93ea3a1f261f91cb2df3065365ed95661cc8f0228a318c1c63a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d263ef8a48d2f93ea3a1f261f91cb2df3065365ed95661cc8f0228a318c1c63a","artifactId":"hf-model-facebookai-xlm-roberta-base","format":"safetensors","source":{"provider":"huggingface","identity":"FacebookAI/xlm-roberta-base","revision":"e73636d4f797dec63c3081bb6ed5c7b0bb3f2089","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":5238,"sha256":"sha256:bec9f2cd81f7396a64ee474145117d81139906443a21480cbe4993c97cb499aa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4f97ea5d7f161eba331d0b39ab275b4584425ed2c74677a0d9500c1335f53c90"},{"path":"config.json","role":"config","sizeBytes":615,"sha256":"sha256:d66ed8cd4f2a93b358c245e50736fa389ed4f35c0bae7aad0b32abb20c62b579","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7b0b32761720973a26a759c3212d4caf77aa33fce706fe155f301f2efa219aff"},{"path":"model.safetensors","role":"weight","sizeBytes":1115567652,"sha256":"sha256:6fd4797bc397c3b8b55d6bb5740366b57e6a3ce91c04c77f22aafc0c128e6feb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:27643f61510534b9592f588d0c5930a0390371759d2fc2863a6c2f29cf0be7d7"},{"path":"sentencepiece.bpe.model","role":"support","sizeBytes":5069051,"sha256":"sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c0101b63705baa4f33f5afc747b738da69c8ca110ca71fad7cd7ecf0fb3651ad"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":9096718,"sha256":"sha256:a898ea75433890f6610f4e470b8ebeb0c21dce5c8dd61f892eb09eb5919d2e2c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7c0fefb907593d8770419df70d57d1e809905e0b0d66ee7b8b556649d08467b2"},{"path":"tokenizer_config.json","role":"config","sizeBytes":25,"sha256":"sha256:994f46754c5bf4014f1aa92d34b1374319c3a6b3f702105cd5b742beaecd18ce","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7a22a7320fcd760b408886021bf028b94f56da78991e114c258cbf182fdb917d"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e4431800005dff2d23ec2215ed83314e93c8554acd1350da209b541b3818c4fb","representationDigest":"sha256:9ac89da724004f0e934b18de074a78beb824a6d13f652f0673e79b29e217cf88","evidenceSnapshotDigest":"sha256:8da71981079bb96f85b931dc1af0190fcf941f104e3f231e4bc6b7a66e4cc122","evaluatedAt":"2026-08-18T19:56:26.820Z","authorityVersion":"sha256:228eafd7a0361d44d4a6258d186f929ea88e6098c5469e41043a265a1c127613","invalidatedBy":null,"manifestFinal":false,"obtainReady":false,"hosted":false,"hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":5,"scope":"canonical-postgres-snapshot"},"hostedFinal":false,"hostedFiles":0,"externalFiles":5,"totalFiles":5},"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-facebookai-xlm-roberta-base/mirrors"}},"mirrorDemand":0,"readinessScore":0,"runReady":false,"mirrorableScore":147,"bestScore":223,"decision":"request reviewed mirror","urls":{"web":"https://huggingbay.xyz/artifact/hf-model-facebookai-xlm-roberta-base","api":"https://huggingbay.xyz/api/artifacts/hf-model-facebookai-xlm-roberta-base","metadata":"https://huggingbay.xyz/api/artifacts/hf-model-facebookai-xlm-roberta-base/metadata.json","files":"https://huggingbay.xyz/api/artifacts/hf-model-facebookai-xlm-roberta-base/files?limit=100","card":"https://huggingbay.xyz/api/artifacts/hf-model-facebookai-xlm-roberta-base/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-facebookai-xlm-roberta-base/card.md","manifest":null,"primaryDownloadLanding":null,"downloadsPage":null,"downloadableFiles":null,"requestMirror":"https://huggingbay.xyz/api/artifacts/hf-model-facebookai-xlm-roberta-base/mirror-request"}},{"id":"hf-model-qwen-qwen3-4b","repo":"Qwen/Qwen3-4B","name":"Qwen3-4B","owner":"Qwen","type":"llm","typeLabel":"LLM","summary":"Model from Hugging Face: Qwen/Qwen3-4B","task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"worksWith":[],"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","text-generation","arxiv:2309.00071","arxiv:2505.09388","base_model:qwen/qwen3-4b-base","base_model:finetune:qwen/qwen3-4b-base","license:apache-2.0"],"license":"apache-2.0","licenseOpen":true,"mirrorEligible":true,"commercialFriendly":true,"visibility":"public","verificationStatus":"verified","scanStatus":"passed","cardCompleteness":88,"source":"huggingface","sourceUrl":"https://huggingface.co/Qwen/Qwen3-4B","upstream":{"gated":false,"repoId":"Qwen/Qwen3-4B","private":false,"repoUrl":"https://huggingface.co/Qwen/Qwen3-4B","disabled":false,"provider":"huggingface","repoType":"model","revision":"1cfa9a7208912126459214e8b04321603b3df60c","fetchedAt":"2026-07-01T22:45:29.702Z","importMode":"mirrored-release","licenseRaw":"apache-2.0"},"hostingStatus":"unknown","hostedFiles":0,"externalFiles":3,"totalFiles":3,"sizeBytes":1,"downloads":15512125,"stars":643,"citations":0,"signals":{"size":{"known":true,"bytes":29770,"label":"29.1 KB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":15512125,"upstreamStars":643,"label":"16M upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Metadata checked 0/100","qualification":"canonical-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Qwen/Qwen3-4B"},{"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: Qwen/Qwen3-4B","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","canonicalState":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_63c63908d4ed495a16c053bd313efe25e45cf2cb67c547a9388489185428d678","artifactId":"hf-model-qwen-qwen3-4b","representationId":"rep-16363654b020189b29e34848f10e4b191ba04e193c0bf642a14f801e482ddfd8","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-16363654b020189b29e34848f10e4b191ba04e193c0bf642a14f801e482ddfd8","artifactId":"hf-model-qwen-qwen3-4b","format":"safetensors","source":{"provider":"huggingface","identity":"Qwen/Qwen3-4B","revision":"1cfa9a7208912126459214e8b04321603b3df60c","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":726,"sha256":"sha256:8ba006f74fecfaaeb392872a60f4a480e7ec9860153d2e1b769ec81f9a147f8a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:323a608d52509b2ced950622ef4bb168a1abfb6e08975a76ed762a1955a02944"},{"path":"generation_config.json","role":"config","sizeBytes":239,"sha256":"sha256:2325da0f15bb848e018c5ae071b7943332e9f871d6b60e2ed22ca97d4cb993d2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8aa3def0719e3c30859e6bcc92f369064857577981cdf727100290e37807de07"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d904cccec143b6225ddddcca3e9493c3a1c9c5c12a213fafef69b3d384be9536"},{"path":"model-00001-of-00003.safetensors","role":"weight","sizeBytes":3957900840,"sha256":"sha256:328a91d3122359d5547f9d79521205bc0a46e1f79a792dfe650e99fc2d651223","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:30ce7910eaef7356aa07879836b249488c4234b262d50f599248ef75b7532c00"},{"path":"model-00002-of-00003.safetensors","role":"weight","sizeBytes":3987450520,"sha256":"sha256:6cd087b316306a68c562436b5492edbcf6e16c6dba3a1308279caa5a58e21ca5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e5fdbc359f1a0be2f97e71c3a95da057176b6972217e65e0d5e4163e2d93d3f7"},{"path":"model-00003-of-00003.safetensors","role":"weight","sizeBytes":99630640,"sha256":"sha256:e4bf436957184f4eeb86a80e9db394503f1f56446b2e6b7edeac5b81470f4ca1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:162566f59910da02f6995758804a4813be9d248be8f74dcca4dbb735388a4cdc"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32819,"sha256":"sha256:6dc0981b8829fead746441f68f38f24c5ca4a3a66351f652c26c6df0efc43ab2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e2b5b9276653e09bd66ebfc81a30e442134d42f02ab9df6caec73d4a3f751738"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7bcef2a90b1e901f1a0fc66d29c09b59d9991648c7a897d326c8dc550a7530a6"},{"path":"tokenizer_config.json","role":"config","sizeBytes":9732,"sha256":"sha256:d5d09f07b48c3086c508b30d1c9114bd1189145b74e982a265350c923acd8101","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:470ebd10d91d026a9920aa1d7184d27c617f55e88ffac957b0805c008e67c2cd"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ce58ee2699266f8faf545d28f1e681b03f2854f478cb8708bf8c85419bfc351b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a9f1aa4e143932022f733be3870a0a3affd16a85fc419cdd372c234db1bf08d3","representationDigest":"sha256:c45ad9f50d8ba9ab504a8bf40fd291654e0c748af29c0bb808f5c1f82907b719","evidenceSnapshotDigest":"sha256:7f844cd9bef02e92c5441cb48f7073c10684540f3d614234d4ae1ae255eebe3c","evaluatedAt":"2026-08-17T18:47:05.123Z","authorityVersion":"sha256:8fc5ac43158f5616fe9239ef549207cf4aa49318c916ebae723988320195e9d9","invalidatedBy":null,"manifestFinal":false,"obtainReady":false,"hosted":false,"hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":10,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":3,"scope":"canonical-postgres-snapshot"},"hostedFinal":false,"hostedFiles":0,"externalFiles":3,"totalFiles":3},"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-qwen-qwen3-4b/mirrors"}},"mirrorDemand":0,"readinessScore":0,"runReady":false,"mirrorableScore":146,"bestScore":229,"decision":"request reviewed mirror","urls":{"web":"https://huggingbay.xyz/artifact/hf-model-qwen-qwen3-4b","api":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-4b","metadata":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-4b/metadata.json","files":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-4b/files?limit=100","card":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-4b/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-4b/card.md","manifest":null,"primaryDownloadLanding":null,"downloadsPage":null,"downloadableFiles":null,"requestMirror":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen3-4b/mirror-request"}}],"guidance":["Prefer hosted, scan-passed, verified rows for direct Hugging Bay downloads.","Use external rows as discovery metadata until a reviewed mirror exists.","Compare license, card completeness, task, framework, file availability, and source policy before choosing an artifact."],"containment":{"state":"unavailable","canonicalState":"unknown","verificationState":"unknown","executable":false,"downloadReady":false,"summary":"Canonical artifact completeness, verification, execution readiness, and download readiness are unavailable during containment."}}