Model: mrm8488/deberta-v3-small-finetuned-mrpc
Author: mrm8488
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, deberta-v2, text-classification, generated_from_trainer, deberta-v3, en, dataset:glue, license:mit, model-index, endpoints_compatible, region:us
Card metadata: language: en
license: mit
tags: generated_from_trainer, deberta-v3
datasets: glue
metrics: accuracy, f1
model-index: name: deberta-v3-small
results: task: type: text-classification
name: Text Classification
dataset: name: GLUE MRPC
type: glue
args: mrpc
metrics: type: accuracy
value: 0.8921568627450981
name: Accuracy
verified: no, type: f1
value: 0.9233449477351917
name: F1
verified: no, task: type: natural-language-inference
name: Natural Language Inference
dataset: name: glue
type: glue
config: mrpc
split: validation
metrics: type: accuracy
value: 0.8921568627450981
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmQ3MjM2NTJiZjJmM2UxYTlmMDczOTQ2MjY4OTdhZTAyM2RiMTc2YjZiNWIwZDk1ZGUxMjgzMDBiOWVjZTQ4OCIsInZlcnNpb24iOjF9.yerN7Izy0yT3ykyO3t5Mr-TO3oxpTMfijCWJKnA_XO_rt81LP3-9qbqknXur6ahHqKN-1BLtr_fmAu0-IPQyDA, type: precision
value: 0.8983050847457628
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWQxODVmYTM4OThlMjNhY2MzZTBhMWJmMmNjMDMyYjYyNzc4NWI3YzJjZDkzMTcyOWEwN2IxOWYyOGQ5NTY5MSIsInZlcnNpb24iOjF9.cfqvd8wnSqhHj5fKlIb6JN9He8ooAu94tFJytw2I93qqGSVvaTktM0Ib_DqPuHYneGY1DGbgb6Nsl90DiZSMCQ, type: recall
value: 0.9498207885304659
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjg3Y2Y1NGY0NTRjMWFhYTAxMWYxMTcxNWM2ZDU5NGY1ZTk3OTJmZWQyYmIzMGJiZWQ0YWQ2MjNhOGU2MGU0ZCIsInZlcnNpb24iOjF9.jj7VNaWQU3u3tnngqCixlfkwF8h6ykzvHm4tgezJe1pacAU0Tsugn7IPvAJTrvNE0sU8_Q7dm-C_UKQGzmlIBw, type: auc
value: 0.9516129032258065
name: AUC
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDhkOTQ0ZmVlYTYwNTdjY2IxYTM5ZThhYzgzZWMxMGQzMThmZDkwNTcyMWZiNzg4Y2I3NjZhMzVjYmNmN2FlZiIsInZlcnNpb24iOjF9.28hOJFgnyNHXMpaFbNTEcolUcuNVqrXNSuT6hTs2vrjlAIWVnzxUfaHjH2kVYh1-sOSNSE9maetd1CtQ7i78CQ, type: f1
value: 0.9233449477351917
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmY0ZWE5Y2Q5YmZlOWM4OTU0OGIwOWEwNDk3MTlkYTY5YzgwMjQwNDFjYWU4ZDdmZWY4Nzc0MzQzMTM2YTRhYyIsInZlcnNpb24iOjF9.NymiR2fVXaI6ytAGZFM8HuQLxTJlxuUsWziVNaauyuJ9xfOLOGVJ6VI_H7CoBwc-pZKbKiQOvtfpOGwt1J22CA, type: loss
value: 0.2787226438522339
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGNhMDgyMGI3ZWI4NDVkYzM0NjE1ZTk0YjczYzU4NmRhOGYxM2RlMjU3YThhY2QzNmU3NmJhM2IzMWI5MDMwNyIsInZlcnNpb24iOjF9.HFdpBkvu0671KUgkOtpSgeGBr3wU7g51zVt3-wEwVWhS4hMX4oPFAqF4JBxFx3mgbGjTDiRQ2xiA5lm0UnkdCg
Likes: 1 | All-time downloads: 1245
Created: 2022-03-02 23:29:05