Model: mrm8488/deberta-v3-large-finetuned-mnli
Author: mrm8488
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, deberta-v2, text-classification, generated_from_trainer, en, dataset:glue, arxiv:2006.03654, arxiv:2111.09543, license:mit, model-index, endpoints_compatible, region:us
Card metadata: language: en
license: mit
tags: generated_from_trainer
datasets: glue
metrics: accuracy
widget: She was badly wounded already. Another spear would take her down.
model-index: name: deberta-v3-large-mnli-2
results: task: type: text-classification
name: Text Classification
dataset: name: GLUE MNLI
type: glue
args: mnli
metrics: type: accuracy
value: 0.8949349064279902
name: Accuracy
verified: no, task: type: natural-language-inference
name: Natural Language Inference
dataset: name: glue
type: glue
config: mnli
split: validation_matched
metrics: type: accuracy
value: 0.9000509424350484
name: Accuracy
verified: yes
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value: 0.9000452542826349
name: Precision Macro
verified: yes
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value: 0.9000509424350484
name: Precision Micro
verified: yes
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value: 0.9014585350976404
name: Precision Weighted
verified: yes
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value: 0.900253092056111
name: Recall Macro
verified: yes
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value: 0.9000509424350484
name: Recall Micro
verified: yes
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value: 0.9000509424350484
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNThmNjQ4MDY2ZTM3NjQyODQzMTZkNjgyMGNkNDE5MDMwOWJmMzhjZmZjNzllYjA4NmJiZDU3MzU3ODE0YjFhMyIsInZlcnNpb24iOjF9.yN9hb5VWX5ICIXdPBc0OD0BFHnzWv8rmmD--OEh6h1agGiRiyCdROo4saN5CQKiVlPBsHPliaoXra45Xi4gVAg, type: f1
value: 0.8997940135019421
name: F1 Macro
verified: yes
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value: 0.9000509424350484
name: F1 Micro
verified: yes
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value: 0.9003949466748086
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWQ1NjA2Njc0Njk2YzY0MzIwYTYwMWM5MTZhNzhhZDY2ODgyYzVlODlmN2Q2MjRjNzhhNzMyZDQ1ZmYwMjdlMyIsInZlcnNpb24iOjF9.Xdl4G3GaOXzCRhaoDf_sJThoEQLmlGyf4efJCYFKXCe1DfNb4qOl-_h9LuE3-iacvusjIJFIquhQ7YsLtqbrCg, type: loss
value: 0.6493226289749146
name: loss
verified: yes
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Likes: 2 | All-time downloads: 2160
Created: 2022-03-02 23:29:05