![autoevaluator's picture](https://cdn-avatars.huggingface.co/v1/production/uploads/1654180084862-6297236d64501abb8dfde40d.png)
autoevaluator
HF staff
Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator
d195acb
license: apache-2.0 | |
tags: | |
- generated_from_trainer | |
datasets: | |
- squad | |
model-index: | |
- name: bert-finetuned-squad | |
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: 40.2443 | |
name: Exact Match | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTc3Y2YyY2Y5ZTMxMGQ3M2U3YThmMjFiM2JlOWQ4MjE0YzZmMmM3NzY4ZDcxYzY4ZTAwNTU4MGE3YmQxOTJhNiIsInZlcnNpb24iOjF9.tk2uBvygzQsexdkxKvFBgKGY8lPNzEG7Pqi-6fL688LTiCMACFFSrZUhyv5b31orF7_CbJkHFjKuMHmX0V_UCA | |
- type: f1 | |
value: 44.135 | |
name: F1 | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYmE1NWFlYzQ3YTZiMmY3ZDgyYWRlNzI5M2IwYzZkOWUwMDE2NGU4M2RjODBiNjEzY2YxNTVlZmE5OWNmNDU2NiIsInZlcnNpb24iOjF9.pgr2rkyQe-QdwVXuw-uBXheKFz0EhDiyO0doLMmcOi51t_slDPldk29YRXQKvpsfy3YpH_t-xaXQLs1n8VcjDQ | |
- task: | |
type: question-answering | |
name: Question Answering | |
dataset: | |
name: subjqa | |
type: subjqa | |
config: grocery | |
split: train | |
metrics: | |
- type: exact_match | |
value: 5.625 | |
name: Exact Match | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDMyMDQ1OWFkY2IwYTcxNTljYTZjYTM0ZThjOGEwZWJjYjBlZWQxYWE1ZjMwNDg5NGY5MTFiYmM4YWM0Y2Y2NCIsInZlcnNpb24iOjF9.4nwNKC2teDPVd5YqvjS8sV3q-ylC9fWO5lOiZVk8o3UNdKyAtl3qAH6dU7lGcHZrxasN7zNrxv5kD5nNWr9YBQ | |
- type: f1 | |
value: 15.8411 | |
name: F1 | |
verified: true | |
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMWMzMTAzNTljNjFlM2E4NGIzNjRjNzRiZTIxZjBlNjkzZWM4NjcxMjUzOGZjZTgxMGUxODk4ZjFkZmJiMjg4ZiIsInZlcnNpb24iOjF9.agcp8QkYeHBvs2Qp0YmEMlvEx1_4a_dv_0cm26UbF-YgYU_7cR86ar-h1V56mrfcKUjNRRiK79GD0P9WT6mADw | |
<!-- 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. --> | |
# bert-finetuned-squad | |
This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the squad dataset. | |
## 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: 2e-05 | |
- train_batch_size: 8 | |
- eval_batch_size: 8 | |
- seed: 42 | |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
- lr_scheduler_type: linear | |
- num_epochs: 3 | |
- mixed_precision_training: Native AMP | |
### Training results | |
### Framework versions | |
- Transformers 4.21.2 | |
- Pytorch 1.12.1+cu113 | |
- Datasets 2.4.0 | |
- Tokenizers 0.12.1 | |