Update README.md
Browse files
README.md
CHANGED
@@ -318,10 +318,10 @@ pipeline_tag: zero-shot-classification
|
|
318 |
|
319 |
This is [DeBERTa-v3-base](https://hf.co/microsoft/deberta-v3-base) fine-tuned with multi-task learning on 600 tasks of the [tasksource collection](https://github.com/sileod/tasksource/).
|
320 |
This checkpoint has strong zero-shot validation performance on many tasks (e.g. 70% on WNLI), and can be used for:
|
321 |
-
- Zero-shot entailment-based classification
|
322 |
- Natural language inference [NLI]
|
323 |
-
- Hundreds of
|
324 |
-
- Further fine-tuning
|
325 |
|
326 |
# [ZS] Zero-shot classification pipeline
|
327 |
```python
|
|
|
318 |
|
319 |
This is [DeBERTa-v3-base](https://hf.co/microsoft/deberta-v3-base) fine-tuned with multi-task learning on 600 tasks of the [tasksource collection](https://github.com/sileod/tasksource/).
|
320 |
This checkpoint has strong zero-shot validation performance on many tasks (e.g. 70% on WNLI), and can be used for:
|
321 |
+
- Zero-shot entailment-based classification for arbitrary labels [ZS].
|
322 |
- Natural language inference [NLI]
|
323 |
+
- Hundreds of previous tasks with tasksource-adapters [TA].
|
324 |
+
- Further fine-tuning on a new task or tasksource task (classification, token classification or multiple-choice) [FT].
|
325 |
|
326 |
# [ZS] Zero-shot classification pipeline
|
327 |
```python
|