Model: Jiva/xlm-roberta-large-it-mnli
Author: Jiva
Pipeline: zero-shot-classification
Library: transformers
Tags: transformers, pytorch, safetensors, xlm-roberta, text-classification, tensorflow, zero-shot-classification, it, dataset:multi_nli, dataset:glue, arxiv:1911.02116, license:mit, model-index, endpoints_compatible, region:us
Card metadata: language: it
license: mit
tags: text-classification, pytorch, tensorflow
datasets: multi_nli, glue
pipeline_tag: zero-shot-classification
widget: text: La seconda guerra mondiale vide contrapporsi, tra il 1939 e il 1945, le cosiddette potenze dell'Asse e gli Alleati che, come già accaduto ai belligeranti della prima guerra mondiale, si combatterono su gran parte del pianeta; il conflitto ebbe inizio il 1º settembre 1939 con l'attacco della Germania nazista alla Polonia e terminò, nel teatro europeo, l'8 maggio 1945 con la resa tedesca e, in quello asiatico, il successivo 2 settembre con la resa dell'Impero giapponese dopo i bombardamenti atomici di Hiroshima e Nagasaki.
candidate_labels: guerra, storia, moda, cibo
multi_class: yes
model-index: name: Jiva/xlm-roberta-large-it-mnli
results: task: type: natural-language-inference
name: Natural Language Inference
dataset: name: glue
type: glue
config: mnli
split: validation_matched
metrics: type: accuracy
value: 0.8819154355578197
name: Accuracy
verified: yes
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value: 0.8814638070461666
name: Precision Macro
verified: yes
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value: 0.8819154355578197
name: Precision Micro
verified: yes
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value: 0.881571663280083
name: Precision Weighted
verified: yes
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value: 0.8802419956104793
name: Recall Macro
verified: yes
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value: 0.8819154355578197
name: Recall Micro
verified: yes
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value: 0.8819154355578197
name: Recall Weighted
verified: yes
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value: 0.8802937937959167
name: F1 Macro
verified: yes
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value: 0.8819154355578197
name: F1 Micro
verified: yes
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value: 0.8811955957302677
name: F1 Weighted
verified: yes
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value: 0.3171548545360565
name: loss
verified: yes
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Likes: 8 | All-time downloads: 63190
Created: 2022-03-02 23:29:04