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gliclass-base-v1.0-init

Zero-Shot Classification

text classification

small language models

sentiment analysis

Inference Endpoints

Model card Files Files and versions Community

Ihor commited on Jun 3

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@@ -51,7 +51,7 @@ for result in results:
 Below, you can see the F1 score on several text classification datasets. All tested models were not fine-tuned on those datasets and were tested in a zero-shot setting.
 | Model                       | IMDB | AG_NEWS | Emotions |
 |-----------------------------|------|---------|----------|
-| [gliclass-large-v1.0 (438 M)](https://huggingface.co/knowledgator/gliclass-base-v1.0) | 0.9404 | 0.7516  | 0.4874  |
 | [gliclass-base-v1.0 (186 M)](https://huggingface.co/knowledgator/gliclass-base-v1.0) | 0.8650 | 0.6837  | 0.4749  |
 | [gliclass-small-v1.0 (144 M)](https://huggingface.co/knowledgator/gliclass-small-v1.0) | 0.8650 | 0.6805  | 0.4664   |
 | [Bart-large-mnli (407 M)](https://huggingface.co/facebook/bart-large-mnli)      | 0.89 | 0.6887  | 0.3765   |

 Below, you can see the F1 score on several text classification datasets. All tested models were not fine-tuned on those datasets and were tested in a zero-shot setting.
 | Model                       | IMDB | AG_NEWS | Emotions |
 |-----------------------------|------|---------|----------|
+| [gliclass-large-v1.0 (438 M)](https://huggingface.co/knowledgator/gliclass-large-v1.0) | 0.9404 | 0.7516  | 0.4874  |
 | [gliclass-base-v1.0 (186 M)](https://huggingface.co/knowledgator/gliclass-base-v1.0) | 0.8650 | 0.6837  | 0.4749  |
 | [gliclass-small-v1.0 (144 M)](https://huggingface.co/knowledgator/gliclass-small-v1.0) | 0.8650 | 0.6805  | 0.4664   |
 | [Bart-large-mnli (407 M)](https://huggingface.co/facebook/bart-large-mnli)      | 0.89 | 0.6887  | 0.3765   |