Model: sjrhuschlee/deberta-v3-base-squad2-ext-v1
Author: sjrhuschlee
Pipeline: question-answering
Library: transformers
Tags: transformers, pytorch, safetensors, deberta-v2, question-answering, deberta, deberta-v3, squad, squad_v2, mrqa, synQA, adversarial_qa, en, dataset:squad_v2, dataset:squad, dataset:mrqa, dataset:UCLNLP/adversarial_qa, dataset:newsqa, dataset:trivia_qa, dataset:search_qa, dataset:hotpot_qa, dataset:natural_questions, dataset:mbartolo/synQA, 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: language: en
license: mit
library_name: transformers
tags: deberta, deberta-v3, question-answering, squad, squad_v2, mrqa, synQA, adversarial_qa
datasets: squad_v2, squad, mrqa, UCLNLP/adversarial_qa, newsqa, trivia_qa, search_qa, hotpot_qa, natural_questions, mbartolo/synQA
pipeline_tag: question-answering
base_model: microsoft/deberta-v3-base
model-index: name: sjrhuschlee/deberta-v3-base-squad2-ext-v1
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: 79.483
name: Exact Match
verified: no, type: f1
value: 82.343
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: 87.985
name: Exact Match
verified: no, type: f1
value: 93.651
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: 47.533
name: Exact Match
verified: no, type: f1
value: 59.838
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: 84.723
name: Exact Match
verified: no, type: f1
value: 89.78
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: 74.851
name: Exact Match
verified: no, type: f1
value: 87.448
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: 83.396
name: Exact Match
verified: no, type: f1
value: 91.996
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: 83.934
name: Exact Match
verified: no, type: f1
value: 92.234
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: 75.008
name: Exact Match
verified: no, type: f1
value: 86.12
name: F1
verified: no
Likes: 0 | All-time downloads: 762
Created: 2023-06-27 06:20:05