modelId
stringlengths 4
122
| author
stringlengths 2
42
⌀ | last_modified
timestamp[us, tz=UTC] | downloads
int64 0
74.7M
| likes
int64 0
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| library_name
stringlengths 2
84
⌀ | tags
list | pipeline_tag
stringlengths 5
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⌀ | createdAt
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| embedding
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|---|---|---|---|---|---|---|---|---|---|---|
tkcho/commerce-clf-kr-sku-brand-5f653a16d9476a23c3ced348ebdc593b
|
tkcho
| 2023-11-20T01:30:19Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T01:29:57Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-17ac2998249402c78a4499be290d381a
|
tkcho
| 2023-11-20T05:20:01Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T05:19:24Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-6d83857b9bc06a122aef500f81793051
|
tkcho
| 2023-11-21T04:02:26Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T04:01:53Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-838135a79dcd25f15cddb6a00983393b
|
tkcho
| 2023-11-21T13:54:31Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T13:54:05Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-87f4dc4db72d9a2e633030a492e2e895
|
tkcho
| 2023-11-21T15:53:25Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T15:52:55Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-4ad6f002742f95c0e38d69f04b9ab011
|
tkcho
| 2023-11-22T05:14:07Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T05:13:36Z |
Entry not found
|
[
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] |
tkcho/commerce-clf-kr-sku-brand-5c9436c7512e8a79bc8e52e968cdb778
|
tkcho
| 2023-11-29T23:53:56Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T06:05:57Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-e06f54029d25dd6125009cf936193c29
|
tkcho
| 2023-11-22T08:27:18Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T08:26:50Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-3ea43a82fb44fce884f8194c6c179b37
|
tkcho
| 2023-11-22T14:31:34Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T14:31:06Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-9dec6a1310d0c034733edfa78cad8df3
|
tkcho
| 2023-11-23T01:43:59Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-23T01:43:30Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-33d4567a30119ae54c24e5345e95559e
|
tkcho
| 2023-11-23T11:10:42Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-23T11:10:14Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-febd484c86bb8046bcfa2721015c6bf4
|
tkcho
| 2023-11-24T00:14:27Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-24T00:13:55Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-19d081be17ccf3e7371128114ab03e03
|
tkcho
| 2023-11-24T22:29:08Z | 4,429 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-24T22:28:40Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-c47679b235829e008b432f48d8d6ca8b
|
tkcho
| 2023-11-14T12:40:05Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-12T17:15:27Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-03356e646cb7c6b585930b34b475a533
|
tkcho
| 2023-11-15T22:17:38Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-15T22:17:06Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-10c05ef656cb114772718489fde6a331
|
tkcho
| 2023-11-20T01:07:55Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-16T04:33:16Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-aa61c80631d07ea34d0961912f9f03fe
|
tkcho
| 2023-11-16T20:05:46Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-16T20:05:18Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-34b28f8a7d15ada554368c3ee497ac98
|
tkcho
| 2023-11-16T22:09:59Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-16T22:09:30Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-3c968c956d175ac72e89b44547ed5e7d
|
tkcho
| 2023-11-17T03:03:00Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T03:02:31Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-61bab860e348ef75b259389a90494c7a
|
tkcho
| 2023-11-17T04:28:04Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T04:27:38Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-159aae664c1ccbe658e5b95ae00f3f4b
|
tkcho
| 2023-11-17T11:26:56Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T11:26:26Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-e5b15a8846345a9b5f4fbfc8cdb8e91d
|
tkcho
| 2023-11-17T17:58:02Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T17:57:31Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-3cb5169fab2d9ce94924f5cb3d5c491d
|
tkcho
| 2023-11-17T21:46:13Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T21:45:40Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-3d09e57dec02b01c6733790acb332d3f
|
tkcho
| 2023-11-18T03:18:23Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-18T03:17:54Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-ebb3c257612c874953445a4535693de1
|
tkcho
| 2023-11-18T04:12:42Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-18T04:12:07Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-0452560580f880cd322605c98e6d11c2
|
tkcho
| 2023-11-18T12:09:36Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-18T12:09:09Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-1f00c88c62ef9ebe3753cde61a4c2d50
|
tkcho
| 2023-11-19T04:28:20Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-19T04:27:54Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-44f3bcd4cdcbaa9ef597abbd7e6b2925
|
tkcho
| 2023-11-19T05:00:19Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-19T04:59:53Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-d591bb0e409174b89735eba009b59ef5
|
tkcho
| 2023-11-20T01:11:51Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T01:11:29Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-996f574adbb338575056cd3f816eed1b
|
tkcho
| 2023-11-20T01:12:25Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T01:12:05Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-5ccc214c0218a8c6f8f80e1481d51def
|
tkcho
| 2023-11-23T12:33:44Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T17:17:50Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-302289c2eead8464b918744e68736ef9
|
tkcho
| 2023-11-21T10:55:23Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T10:54:46Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-40ce947906295b689e905bc9dd68e602
|
tkcho
| 2023-11-21T14:59:47Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T14:59:17Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-cf2059bfc190599e6af841b5b6f4103c
|
tkcho
| 2023-11-21T17:10:33Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T17:10:04Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-0d58800bcc2ea9eb151b8124cd46a152
|
tkcho
| 2023-11-21T19:44:00Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T19:43:32Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-ac88d7146da906aefcdd9f99975f1ff4
|
tkcho
| 2023-11-22T05:31:51Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T05:31:12Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-45e7da7a44492f2f59625760338a8e98
|
tkcho
| 2023-11-22T18:15:07Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T18:14:39Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-c0f414acefcf9b81b4729b9f3f95f747
|
tkcho
| 2023-11-22T23:57:18Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T23:56:52Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-d6477f129a1fca610492d8ec3bc8ba28
|
tkcho
| 2023-11-24T01:58:14Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-24T01:57:27Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-0b13bd3f3fd38389f60334b250a90479
|
tkcho
| 2023-11-24T04:02:55Z | 4,428 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-24T04:02:28Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-3ac17f627981479378fa9b1f925fd53f
|
tkcho
| 2023-11-14T14:24:54Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-14T14:24:25Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-702e2a8a18ca8e6202abe72da0126858
|
tkcho
| 2023-11-15T14:13:34Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-15T14:13:08Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-7dfdcb0efa4b03c9ebd57cc7b81c926d
|
tkcho
| 2023-11-17T04:06:51Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T04:06:22Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-8299644332d50ca230963f273f8d7ec1
|
tkcho
| 2023-11-17T04:38:56Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T04:38:29Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-b7c8d12db584fddf650c6b9283ba5f5b
|
tkcho
| 2023-11-17T04:49:48Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T04:49:18Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-d152f3f425295e1e1bb59dc4f2927558
|
tkcho
| 2023-11-17T19:25:10Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T19:24:39Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-029c471f8a7f25a64900ad854c57f450
|
tkcho
| 2023-11-18T09:16:30Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-18T09:16:04Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-766e39ddefff05adc56d30520564f148
|
tkcho
| 2023-11-18T10:32:29Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-18T10:31:54Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-7ab01f9dd9ebf2eac4a33607ae1b1a56
|
tkcho
| 2023-11-18T15:15:11Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-18T15:14:23Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-f2aee283fe5147010e1fcfaba4428b9e
|
tkcho
| 2023-11-20T01:42:06Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T01:41:47Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-7644e4822f628a973c5c3a5b80d51f75
|
tkcho
| 2023-11-20T13:17:07Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T13:16:21Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-57db13ac3a0a1286247454534ae27a84
|
tkcho
| 2023-11-21T06:48:43Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T06:47:59Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-de4475fe0ae4ef0922a2f6ef01a96680
|
tkcho
| 2023-11-21T07:34:00Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T07:33:28Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-fa4818e7649ccdeb19716cf1300d6de6
|
tkcho
| 2023-11-21T08:13:48Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T08:13:15Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-c70478f54732ce1d0137f9b803bde62b
|
tkcho
| 2023-11-21T10:43:19Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T10:42:47Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-4d3a4dc62d943188cb4f54d3aa9efd06
|
tkcho
| 2023-11-21T14:47:54Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T14:47:25Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-09e8beee7b84ed6d70edffaa0704d976
|
tkcho
| 2023-11-22T06:29:19Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T06:28:50Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-4633ba7a80b415402f0a4567a8e13d9f
|
tkcho
| 2023-11-22T10:26:57Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T10:26:27Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-e6d67201d1d8ce560db2f4ef8e024789
|
tkcho
| 2023-11-25T02:43:31Z | 4,427 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-25T02:43:03Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-81ebfce6ff215c28bc6969cd492814ac
|
tkcho
| 2023-11-22T00:45:09Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-12T14:08:05Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-71ad16ad2c4d81f348082ff6c4b20768
|
tkcho
| 2023-11-16T01:55:39Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-16T01:55:09Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-8ee5a876edf34928e06b8bdc2eaffcf9
|
tkcho
| 2023-11-17T14:10:16Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T14:09:45Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-1c9161cd82b8cfab7239730bcf920197
|
tkcho
| 2023-11-20T01:20:38Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T22:50:27Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-141c285e72a3ae8fb9df638c0deb4385
|
tkcho
| 2023-11-17T23:28:03Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T23:27:35Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-665c0f7f3d61701a373cb1cdf6ccd553
|
tkcho
| 2023-11-20T01:33:12Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T01:32:52Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-ec93e046732b237fa99a2a0859b66e4e
|
tkcho
| 2023-11-20T01:44:00Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T01:43:39Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-15024071427b5b4a73ffdbfdae9e1064
|
tkcho
| 2023-11-20T06:05:22Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T06:04:53Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-16c149f3dcd797f82133cdd238d8c550
|
tkcho
| 2023-11-21T09:55:52Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T09:55:23Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-ee9fd7013f93490e5255182537a0f37f
|
tkcho
| 2023-11-21T12:13:21Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T12:12:45Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-c90f41cc7d89768f458a00bcfd35b473
|
tkcho
| 2023-11-21T15:05:40Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T15:05:11Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-5582a0f8d49d5d29d045c4e6106cc632
|
tkcho
| 2023-11-25T07:21:30Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-23T00:46:26Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-78b0454aa2687d528e6178e6ef3760e7
|
tkcho
| 2023-11-23T18:03:26Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-23T18:02:59Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-a9ef65f4f6633b0df970aef9ac221af9
|
tkcho
| 2023-11-23T22:32:51Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-23T22:32:24Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-5022b7458a87d41d2843e1a239e1c6e0
|
tkcho
| 2023-11-25T03:00:33Z | 4,426 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-25T03:00:07Z |
Entry not found
|
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] |
chaoyi-wu/MedLLaMA_13B
|
chaoyi-wu
| 2023-05-20T07:56:57Z | 4,425 | 29 |
transformers
|
[
"transformers",
"pytorch",
"llama",
"text-generation",
"medical",
"en",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] |
text-generation
| 2023-05-18T02:55:21Z |
---
license: apache-2.0
language:
- en
tags:
- medical
---
This repo contains MedLLaMA_13B, which is LLaMA-13b finetuned with some Medical Corpus.
The model was trained with the following hyperparameters:
* Epochs: 5
* Batch size: 320
* Cutoff length: 2048
* Learning rate: 2e-5
The model can be loaded as follows:
```
import transformers
import torch
tokenizer = transformers.LlamaTokenizer.from_pretrained('chaoyi-wu/MedLLaMA_13B')
model = transformers.LlamaForCausalLM.from_pretrained('chaoyi-wu/MedLLaMA_13B')
sentence = 'Hello, doctor'
batch = tokenizer(
sentence,
return_tensors="pt",
add_special_tokens=False
)
with torch.no_grad():
generated = model.generate(inputs = batch["input_ids"], max_length=200, do_sample=True, top_k=50)
print('model predict: ',tokenizer.decode(generated[0]))
```
|
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CalderaAI/13B-Ouroboros
|
CalderaAI
| 2023-11-17T21:30:57Z | 4,425 | 7 |
transformers
|
[
"transformers",
"pytorch",
"llama",
"text-generation",
"alpaca",
"vicuna",
"uncensored",
"merge",
"mix",
"airoboros",
"openorca",
"orcamini",
"orca",
"instruct",
"mixtune",
"en",
"dataset:Open-Orca/OpenOrca",
"dataset:anon8231489123/ShareGPT_Vicuna_unfiltered",
"dataset:jondurbin/airoboros-uncensored",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] |
text-generation
| 2023-07-20T21:13:34Z |
---
tags:
- llama
- alpaca
- vicuna
- uncensored
- merge
- mix
- airoboros
- openorca
- orcamini
- orca
- instruct
- mixtune
datasets:
- Open-Orca/OpenOrca
- anon8231489123/ShareGPT_Vicuna_unfiltered
- jondurbin/airoboros-uncensored
language:
- en
metrics:
- accuracy
pipeline_tag: text-generation
---
## 13B-Ouroboros
Ouroboros is an experimental model based on Meta's LLaMA [v1] 13B base model using a custom merging technique, tweaking
each layer's merge % based on internal tests against the PTB dataset, scoring ~26.31 according to internal evaluation
(6 samples, sequence length 1024; this testing is not empirical, it's a quick way to find near-optimum values). Testing,
evaluating, and remixing this model is absolutely permissible and even encouraged (within the bounds of Meta's LLaMAv1
license agreement); the more feedback the better we can tune our process! 😊
## Composition:
Ouroboros is comprised of 40 layers [LLaMAv1 13B standard] mixed at optimized
ratios VS the PTB dataset for lowest perplexity score. Listed below are the
paired models and ratios merged per layer.
Tier One Merge:
13B-airoboros-gpt4-1.4 > 13B-orca_mini_v2
[0.22, 0.85, 0.89, 0.98, 0.3, 0.41, 0.71, 0.83, 0.32, 0.1, 0.44, 0.6, 0.53, 0.15, 0.86, 0.79, 0.93, 0.02, 0.19, 0.82, 0.01, 0.52, 0.07, 0.27, 0.73, 0.86, 0.08, 0.67, 0.42, 0.28, 0.37, 0.08, 0.95, 0.68, 0.45, 0.08, 0.7, 0.93, 0.96, 0.43]
13B-gpt4-x-alpaca > 13B-Vicuna-cocktail
[0.65, 0.94, 0.98, 0.87, 0.28, 0.64, 0.73, 0.7, 0.95, 0.89, 0.84, 0.9, 0.59, 0.92, 0.28, 0.61, 0.88, 0.73, 0.34, 0.85, 0.98, 0.05, 0.74, 0.92, 0.5, 0.78, 0.26, 0.4, 0.27, 0.65, 0.71, 0.7, 0.8, 0.93, 0.36, 0.03, 0.45, 0.39, 0.77, 0.06]
Tier Two Merge:
[13B-airoboros-gpt4-1.4 + 13B-orca_mini_v2] offspring > [13B-gpt4-x-alpaca + 13B-Vicuna-cocktail] offspring
[0.2, 0.83, 0.24, 0.03, 0.37, 0.62, 0.02, 0.82, 0.65, 0.63, 0.45, 0.65, 0.48, 0.45, 0.24, 0.76, 0.06, 0.31, 0.45, 0.86, 0.23, 0.99, 0.93, 0.84, 0.96, 0.53, 0.95, 0.32, 0.19, 0.06, 0.4, 0.08, 0.62, 0.4, 0.26, 0.12, 0.16, 0.91, 0.14, 0.0]
Result:
13B-Ouroboros, a model that seems uncensored and highly competent. So far only Alpaca instruction prompting has been tested and seems to work solidly well.
## Use:
Alpaca's instruct format can be used to do many things, including control of the terms of behavior
between a user and a response from an agent in chat. Below is an example of a command injected into
memory.
```
### Instruction:
Make Narrator function as a text based adventure game that responds with verbose, detailed, and creative descriptions of what happens next after Player's response.
Make Player function as the player input for Narrator's text based adventure game, controlling a character named (insert character name here, their short bio, and
whatever quest or other information to keep consistent in the interaction).
### Response:
{an empty new line here}
```
## Language Models Used Credits:
13B-airoboros-gpt4-1.4 by jondurbin
https://huggingface.co/jondurbin/airoboros-13b-gpt4-1.4
13B-orca_mini_v2 by psmathur
https://huggingface.co/psmathur/orca_mini_v2_13b
13B-gpt4-x-alpaca by chavinlo
https://huggingface.co/chavinlo/gpt4-x-alpaca
13B-Vicuna-cocktail by reeducator
https://huggingface.co/reeducator/vicuna-13b-cocktail
Also thanks to Meta for LLaMA.
Each model was hand picked and considered for what it could contribute to this ensemble.
Thanks to each and every one of you for your incredible work developing some of the best things
to come out of this community.
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_CalderaAI__13B-Ouroboros)
| Metric | Value |
|-----------------------|---------------------------|
| Avg. | 44.66 |
| ARC (25-shot) | 57.42 |
| HellaSwag (10-shot) | 82.11 |
| MMLU (5-shot) | 51.43 |
| TruthfulQA (0-shot) | 47.99 |
| Winogrande (5-shot) | 57.85 |
| GSM8K (5-shot) | 0.45 |
| DROP (3-shot) | 15.36 |
|
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] |
tkcho/commerce-clf-kr-sku-brand-e83dc570484115c43bc524ccc4dccf6f
|
tkcho
| 2023-11-15T16:07:15Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-15T16:06:48Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-57d1f1372a9c89c33d38765a207f9f3c
|
tkcho
| 2023-11-15T23:39:46Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-15T23:39:17Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-24e45995b7824b4dc52d916d607805c1
|
tkcho
| 2023-11-16T02:27:21Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-16T02:26:52Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-d541529f9756d5c5ed3759020ac63db2
|
tkcho
| 2023-11-16T21:59:07Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-16T21:58:39Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-f8c66d421fe5c1d3b61fc336c380138b
|
tkcho
| 2023-11-17T02:52:09Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T02:51:41Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-720dab54ae0a0c391d13a9a4650a016f
|
tkcho
| 2023-11-17T06:25:50Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T06:25:15Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-c93a8246d2b5f81a5ecc1fb43f093097
|
tkcho
| 2023-11-17T17:14:19Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T17:13:49Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-da59a0cfb28c8d5b586a5ed9b95dfafc
|
tkcho
| 2023-11-17T21:35:18Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T21:34:48Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-3c65948aa5ff365199707e02c8bf9d38
|
tkcho
| 2023-11-18T14:42:09Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-18T14:41:40Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-c526a99bbbefd62bb8384905f6c6ea2b
|
tkcho
| 2023-11-20T01:30:54Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T01:30:33Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-fe2a63c3bdcb8993dc2d03c3299925bc
|
tkcho
| 2023-11-20T06:50:44Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T06:50:15Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-993aca436a542eb26b61a0c9f19a1cea
|
tkcho
| 2023-11-27T15:19:46Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T06:55:51Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-4e205d5bba0e668038d7ca6eb6b3c6f1
|
tkcho
| 2023-11-20T09:48:23Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-20T09:47:51Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-6ff14addba86fb265ca21486a1c7adde
|
tkcho
| 2023-11-30T10:00:50Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T01:19:35Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-01a6a271c276e8f899093d4ee4d22633
|
tkcho
| 2023-11-21T09:07:55Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-21T09:07:23Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-71203c5add811c04d7fef1d1a7eb0111
|
tkcho
| 2023-11-22T13:13:04Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-22T13:12:28Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-89ba64eacb6f68002ad966eb11fed0ca
|
tkcho
| 2023-11-23T02:43:45Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-23T02:43:16Z |
Entry not found
|
[
-0.3227650225162506,
-0.22568431496620178,
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] |
tkcho/commerce-clf-kr-sku-brand-1b0fe2d603a16953a112d10e08103b13
|
tkcho
| 2023-11-24T00:36:40Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-24T00:36:09Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-939a8a414ab7b0f26633d6d12555f56e
|
tkcho
| 2023-11-25T05:21:38Z | 4,425 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-25T05:21:07Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-61e293f0b7b4ccefa7f47976e1df555b
|
tkcho
| 2023-11-15T19:51:55Z | 4,424 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-15T19:51:27Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-035ed2311b96d2a65ec6a6fe71046c14
|
tkcho
| 2023-11-15T21:25:12Z | 4,424 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-15T21:24:40Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-929e8853dca4b159ce5098d4afae114e
|
tkcho
| 2023-11-17T02:41:19Z | 4,424 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T02:40:47Z |
Entry not found
|
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tkcho/commerce-clf-kr-sku-brand-ab6d6096c5a3a0aa851f40db3a73bd47
|
tkcho
| 2023-11-17T07:08:12Z | 4,424 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T07:07:44Z |
Entry not found
|
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] |
tkcho/commerce-clf-kr-sku-brand-41cd7b73498953458931f26ea242974d
|
tkcho
| 2023-11-17T21:02:44Z | 4,424 | 0 |
transformers
|
[
"transformers",
"pytorch",
"bert",
"text-classification",
"endpoints_compatible",
"region:us"
] |
text-classification
| 2023-11-17T21:02:14Z |
Entry not found
|
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