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Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator
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language: | |
- en | |
license: apache-2.0 | |
tags: | |
- generated_from_trainer | |
datasets: | |
- glue | |
metrics: | |
- accuracy | |
- f1 | |
model-index: | |
- name: glue-mrpc | |
results: | |
- task: | |
type: text-classification | |
name: Text Classification | |
dataset: | |
name: GLUE MRPC | |
type: glue | |
args: mrpc | |
metrics: | |
- type: accuracy | |
value: 0.8553921568627451 | |
name: Accuracy | |
- type: f1 | |
value: 0.897391304347826 | |
name: F1 | |
- task: | |
type: natural-language-inference | |
name: Natural Language Inference | |
dataset: | |
name: glue | |
type: glue | |
config: mrpc | |
split: validation | |
metrics: | |
- type: accuracy | |
value: 0.8553921568627451 | |
name: Accuracy | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmU4NDJlOWE2NmYyNjMzYWQwZWU4MTE4Mjg1ZTFmMmUzOTYxZTU1OWRmYTRiZjY4YWI0OGQ2NTUzYzA2MDRhZSIsInZlcnNpb24iOjF9.iNArgwgVl4QZlyMf4VNiZXJxG6gjG60S2k81LPI8lMwU7dr-SUDabagR0kRGMRoOck45h4G8x7sHtQU2AnBUAQ | |
- type: precision | |
value: 0.8716216216216216 | |
name: Precision | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWNiZjBhMjQyNGYxNjcwODFjYzBlYjMyODVmODlhNWM1OTcxYzE3NTYxOGQ4NWM1NGE3YjRhMGQ4OGNhMWRmYyIsInZlcnNpb24iOjF9.q3k_FnrmYo3pP_8l2IudhN1zctJPlUm7hrzAmc-32nt_sIJ7hRpJogm30pSrhDDDqwC-gKBz2pApetsPSw-tBQ | |
- type: recall | |
value: 0.9247311827956989 | |
name: Recall | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWY0MTljNWY4MjE2MTU1MTg1ZDU0Nzk4MzhiMGE3OTgzNTQyZDk1YWYyMjdlYTI2NDI5Yjc1YjllMGEzYzllNSIsInZlcnNpb24iOjF9.YFaiSeGk-4BfSiAEJIj45smxjib8jBsm99IVXW2FHIDGCaJu9__afJszeWnLgnd1MaUvKlk8DushrbNaI_xrCA | |
- type: auc | |
value: 0.90464282737351 | |
name: AUC | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGJkOWNmNzUyMzUzMGNiZGIyYTdlZGVlYjFlMjg5ZTc0NGY5MWRjYjVhZDMyZGUxZjk2ZjE1NTIwN2ZjOGVlNyIsInZlcnNpb24iOjF9.YLFNmEt5Iyx2lTF0M5B9GOuNfJy4b30Cx_ccOe3EIzRHbnmvNUAYtA33AqEWFDDGBCkM3O1BBvQrB-79CYx2DQ | |
- type: f1 | |
value: 0.897391304347826 | |
name: F1 | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjJiNjUxM2YxOTVhNjg1OThlMGI2NDQ2MmZjN2YyZDM4NDI4MDUyZjFjNTQwNDAzMjEyN2M2MzQxMTZhZTE4ZiIsInZlcnNpb24iOjF9.U8RflOAuvMqrWPyy3C5tU7eWRsVNi8o1IBA_l1rgH0UbbBHDXoAvJZiZaHXXV_pfI-Mrz34E4XFhHoFAwJlbDg | |
- type: loss | |
value: 0.6564616560935974 | |
name: loss | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGNlZTFhZDQ0MzE3YzVkMTM1YzZmYzMzNWRhZjM1OGUwYWY5YjA2YTA2YTMyMTU4MjE4M2U1ODRjMWJlMDdmOSIsInZlcnNpb24iOjF9.zEMs0_m4UGoJpUQHkcCXUhP5QLTn6on78JJIFZEMDpL8YMuWQk75-urKgfxxb1STM0Vt6SL8JFR4bz-i7MbgCQ | |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You | |
should probably proofread and complete it, then remove this comment. --> | |
# glue-mrpc | |
This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the GLUE MRPC dataset. | |
It achieves the following results on the evaluation set: | |
- Loss: 0.6566 | |
- Accuracy: 0.8554 | |
- F1: 0.8974 | |
- Combined Score: 0.8764 | |
## Model description | |
More information needed | |
## Intended uses & limitations | |
More information needed | |
## Training and evaluation data | |
More information needed | |
## Training procedure | |
### Training hyperparameters | |
The following hyperparameters were used during training: | |
- learning_rate: 5e-05 | |
- train_batch_size: 16 | |
- eval_batch_size: 16 | |
- seed: 42 | |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
- lr_scheduler_type: linear | |
- num_epochs: 3.0 | |
### Training results | |
### Framework versions | |
- Transformers 4.13.0.dev0 | |
- Pytorch 1.10.0+cu102 | |
- Datasets 1.15.2.dev0 | |
- Tokenizers 0.10.3 | |