Downloads · 30 days
7
25% of all-time downloads
biomed_roberta_squadv2
trevorkwan/biomed_roberta_squadv2
biomed_roberta_squadv2 is a question answering model from trevorkwan. Use it when the input is a question plus a passage. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
28
Public
Parameters
124M
65.6 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pt43.7 GB · 66%
At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Jan 7, 2025
- Updated
- Jan 7, 2025
- SHA
- 5b5909d0
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
<!-- 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. -->
biomed_roberta_base_squadv2
This model is a fine-tuned version of allenai/biomed_roberta_base on the squad_v2 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: 3e-05
- train_batch_size: 12
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 2.0
Training results
Framework versions
- Transformers 4.48.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 3.0.1
- Tokenizers 0.21.0
- Task
- Question Answering
- Library
- transformers
- Type
- roberta
- Created
- Jan 7, 2025
- Updated
- Jan 7, 2025