Downloads · 30 days
39
4% of all-time downloads
roberta-base-bne-squad2-es
somosnlp-hackathon-2022/roberta-base-bne-squad2-es
roberta-base-bne-squad2-es is a question answering model from somosnlp-hackathon-2022. Use it when the input is a question plus a passage. It is set up for transformers.
This model is a fine-tuned version of PlanTL-GOB-ES/roberta-base-bne on the squades(v2) training dataset.
All-time downloads
1K
Public
Parameters
124M
993 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin496 MB · 50%
Parameter types
How the weights are stored.
F32124M · 100%
Try a prompt
Datasets
Model card
From the Hugging Face model README
roberta-base es for QA
This model is a fine-tuned version of PlanTL-GOB-ES/roberta-base-bne on the squad_es(v2) training dataset.
Hyperparameters
The hyperparameters were chosen based on those used in deepset/roberta-base-squad2, an english-based model trained for similar purposes
--num_train_epochs 2
--learning_rate 3e-5
--max_seq_length 386
--doc_stride 128
Performance
Evaluated on the squad_es(v2) dev set.
eval_exact": 62.13526733007252,
eval_f1": 69.38515019522332,
eval_HasAns_exact": 53.07017543859649,
eval_HasAns_f1": 67.57238714827123,
eval_HasAns_total": 5928,
eval_NoAns_exact": 71.19730185497471,
eval_NoAns_f1": 71.19730185497471,
eval_NoAns_total": 5930,
Team
Santiago Maximo: smaximo
- Task
- Question Answering
- Library
- transformers
- Type
- roberta
- Languages
- es
- Created
- Apr 2, 2022
- Updated
- Apr 19, 2023