Model: sjrhuschlee/deberta-v3-base-squad2
Author: sjrhuschlee
Pipeline: question-answering
Library: transformers
Tags: transformers, pytorch, tf, safetensors, deberta-v2, question-answering, deberta, deberta-v3, squad, squad_v2, en, dataset:squad_v2, dataset:squad, base_model:microsoft/deberta-v3-base, base_model:finetune:microsoft/deberta-v3-base, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/deberta-v3-base
Card metadata: license: mit
datasets: squad_v2, squad
language: en
library_name: transformers
pipeline_tag: question-answering
tags: deberta, deberta-v3, question-answering, squad, squad_v2
model-index: name: sjrhuschlee/deberta-v3-base-squad2
results: task: type: question-answering
name: Question Answering
dataset: name: squad_v2
type: squad_v2
config: squad_v2
split: validation
metrics: type: exact_match
value: 85.648
name: Exact Match
verified: no, type: f1
value: 88.728
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squad
type: squad
config: plain_text
split: validation
metrics: type: exact_match
value: 87.862
name: Exact Match
verified: no, type: f1
value: 93.905
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: adversarial_qa
type: adversarial_qa
config: adversarialQA
split: validation
metrics: type: exact_match
value: 34.367
name: Exact Match
verified: no, type: f1
value: 47.743
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squad_adversarial
type: squad_adversarial
config: AddOneSent
split: validation
metrics: type: exact_match
value: 82.597
name: Exact Match
verified: no, type: f1
value: 88.175
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squadshifts amazon
type: squadshifts
config: amazon
split: test
metrics: type: exact_match
value: 73.08
name: Exact Match
verified: no, type: f1
value: 86.389
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squadshifts new_wiki
type: squadshifts
config: new_wiki
split: test
metrics: type: exact_match
value: 83.195
name: Exact Match
verified: no, type: f1
value: 92.178
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squadshifts nyt
type: squadshifts
config: nyt
split: test
metrics: type: exact_match
value: 84.839
name: Exact Match
verified: no, type: f1
value: 92.493
name: F1
verified: no, task: type: question-answering
name: Question Answering
dataset: name: squadshifts reddit
type: squadshifts
config: reddit
split: test
metrics: type: exact_match
value: 71.896
name: Exact Match
verified: no, type: f1
value: 83.122
name: F1
verified: no
base_model: microsoft/deberta-v3-base
Likes: 0 | All-time downloads: 512
Created: 2023-05-14 06:00:16