Model: JeremiahZ/bert-base-uncased-mnli
Author: JeremiahZ
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, bert, text-classification, generated_from_trainer, en, dataset:glue, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: language: en
license: apache-2.0
tags: generated_from_trainer
datasets: glue
metrics: accuracy
base_model: bert-base-uncased
model-index: name: bert-base-uncased-mnli
results: task: type: text-classification
name: Text Classification
dataset: name: GLUE MNLI
type: glue
args: mnli
metrics: type: accuracy
value: 0.8500813669650122
name: Accuracy
verified: no, task: type: natural-language-inference
name: Natural Language Inference
dataset: name: glue
type: glue
config: mnli_matched
split: validation
metrics: type: accuracy
value: 0.8467651553744269
name: Accuracy
verified: yes
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value: 0.8460148987014974
name: Precision Macro
verified: yes
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value: 0.8467651553744269
name: Precision Micro
verified: yes
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value: 0.8475656756385261
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2FlZmE0MTMwNjRlN2MwZjZiMWY1OWE2OTM5MTc3N2Q2ZTVkMzBiYWUyMjU5YThlYjE1MGJkN2ViZTM3ODBhOCIsInZlcnNpb24iOjF9.0u0DToJ9Y_xstI5UB2yXydcHWPasql0z60zLONiRVWEjR6dbs2JzAHmRUrN3IO1QDRz5ssH0w979VRa-lyk3AA, type: recall
value: 0.8463172075485045
name: Recall Macro
verified: yes
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value: 0.8467651553744269
name: Recall Micro
verified: yes
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value: 0.8467651553744269
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTc2YzUwMWZjNGYyMjczNzk1YWJkZjkxMDI5NGRjMzdlMTU3YzZlZDQxNmI2YWE3MTQ3ZDVkMDAwY2NlNTA2NSIsInZlcnNpb24iOjF9.j4Kdqqo9LQxsb0A1TEd5K2U7j0qXrv50pbIc9DVdhoIrfIyFiSHuhPHIPZLubr-w0gVjn6aYl-kcM9EiGOSgCg, type: f1
value: 0.8459654597797398
name: F1 Macro
verified: yes
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value: 0.8467651553744269
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzIzMjFlYzZmMmEyMDRlNDY5ZmYxOGMxZWM2ZjFjYmZlMTRlOTFiMjg3MWJmNmFjMzdkYTM2ODJlOGEwZWY1MSIsInZlcnNpb24iOjF9.1ZvHppu3JfoorjOpQooRVUFlsR1lLLoW_NoswdSsIUwyArbIDg6KRZLwxf-G40efl7hbdXZbr7Ey1WsyTdc0Dw, type: f1
value: 0.8469586362613581
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDM0MTlhYjZlNzBjNjIwNTQyMWIzN2VlNDU5ZmE5YWRlNGYyMGJmZTA4YzFjMGZmMmJlYTNiMzc0YjVhZjQ1NSIsInZlcnNpb24iOjF9.Na8fUEOkFTbctyzR7oSKJNTn2DCwHs-kEXUOBhz9_nxedczUDKiB1xOR372db9b3ot8ttlmceaNgBOnPIiBCBw, type: loss
value: 0.42515239119529724
name: loss
verified: yes
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Likes: 1 | All-time downloads: 9800
Created: 2022-06-21 16:26:22