Downloads · 30 days
5
14% of all-time downloads
rap_phase2_19march_5i_v1
prajwalJumde/rap_phase2_19march_5i_v1
rap_phase2_19march_5i_v1 is a question answering model from prajwalJumde. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
36
Public
Parameters
277M
1.1 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.1 GB · 98%
At a glance
- Task
- Question Answering
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Mar 19, 2024
- Updated
- Mar 19, 2024
- SHA
- 0f42aa57
Try a prompt
Base models
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. -->
rap_phase2_19march_5i_v1
This model is a fine-tuned version of xlm-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0179
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: 12
- eval_batch_size: 12
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 21
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1239 | 1.0 | 2505 | 0.0716 |
| 0.0849 | 2.0 | 5010 | 0.0479 |
| 0.0331 | 3.0 | 7515 | 0.1480 |
| 0.025 | 4.0 | 10020 | 0.0318 |
| 0.0828 | 5.0 | 12525 | 0.0325 |
| 0.0533 | 6.0 | 15030 | 0.0291 |
| 0.0163 | 7.0 | 17535 | 0.0336 |
| 0.0128 | 8.0 | 20040 | 0.0213 |
| 0.0124 | 9.0 | 22545 | 0.0179 |
| 0.0118 | 10.0 | 25050 | 0.0228 |
| 0.0028 | 11.0 | 27555 | 0.0130 |
| 0.0056 | 12.0 | 30060 | 0.0143 |
| 0.0064 | 13.0 | 32565 | 0.0161 |
| 0.0027 | 14.0 | 35070 | 0.0165 |
| 0.0083 | 15.0 | 37575 | 0.0189 |
| 0.0 | 16.0 | 40080 | 0.0172 |
| 0.0003 | 17.0 | 42585 | 0.0175 |
| 0.0021 | 18.0 | 45090 | 0.0213 |
| 0.0001 | 19.0 | 47595 | 0.0190 |
| 0.0 | 20.0 | 50100 | 0.0181 |
| 0.0 | 21.0 | 52605 | 0.0179 |
Framework versions
- Transformers 4.37.0
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Question Answering
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Mar 19, 2024
- Updated
- Mar 19, 2024