Downloads · 30 days
18
3% of all-time downloads
maptask-deberta-pair
diwank/maptask-deberta-pair
maptask-deberta-pair is a text classification model from diwank. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
Deberta-based Daily MapTask style dialog-act annotations classification model
All-time downloads
622
Public
Repo size
2.8 GB
Likes
2
Public
Repo makeup
Click a slice to open those files.
.pt1.1 GB · 50%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- deberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Feb 3, 2022
- SHA
- 35136885
Try a prompt
Model card
From the Hugging Face model README
maptask-deberta-pair
Deberta-based Daily MapTask style dialog-act annotations classification model
Example
from simpletransformers.classification import (
ClassificationModel, ClassificationArgs
)
model = ClassificationModel("deberta", "diwank/maptask-deberta-pair")
predictions, raw_outputs = model.predict([["Say what is the meaning of life?", "I dont know"]])
convert_to_label = lambda n: ["acknowledge (0), align (1), check (2), clarify (3), explain (4), instruct (5), query_w (6), query_yn (7), ready (8), reply_n (9), reply_w (10), reply_y (11)".split(', ')[i] for i in n]
convert_to_label(predictions) # reply_n (9)
- Task
- Text Classification
- Library
- transformers
- Type
- deberta
- License
- mit
- Created
- Mar 2, 2022
- Updated
- Feb 3, 2022