Commit
•
5c5a037
1
Parent(s):
ed0e029
End of training
Browse files
README.md
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: cc-by-4.0
|
| 3 |
+
base_model: deepset/roberta-base-squad2
|
| 4 |
+
tags:
|
| 5 |
+
- generated_from_trainer
|
| 6 |
+
model-index:
|
| 7 |
+
- name: my_awesome_qa_model
|
| 8 |
+
results: []
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 12 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 13 |
+
|
| 14 |
+
[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/yashwan2003-Jain%20University/huggingface/runs/mkldx3lf)
|
| 15 |
+
# my_awesome_qa_model
|
| 16 |
+
|
| 17 |
+
This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2) on the None dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 0.1742
|
| 20 |
+
|
| 21 |
+
## Model description
|
| 22 |
+
|
| 23 |
+
More information needed
|
| 24 |
+
|
| 25 |
+
## Intended uses & limitations
|
| 26 |
+
|
| 27 |
+
More information needed
|
| 28 |
+
|
| 29 |
+
## Training and evaluation data
|
| 30 |
+
|
| 31 |
+
More information needed
|
| 32 |
+
|
| 33 |
+
## Training procedure
|
| 34 |
+
|
| 35 |
+
### Training hyperparameters
|
| 36 |
+
|
| 37 |
+
The following hyperparameters were used during training:
|
| 38 |
+
- learning_rate: 2e-05
|
| 39 |
+
- train_batch_size: 10
|
| 40 |
+
- eval_batch_size: 10
|
| 41 |
+
- seed: 42
|
| 42 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 43 |
+
- lr_scheduler_type: linear
|
| 44 |
+
- num_epochs: 15
|
| 45 |
+
|
| 46 |
+
### Training results
|
| 47 |
+
|
| 48 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
| 49 |
+
|:-------------:|:-----:|:----:|:---------------:|
|
| 50 |
+
| No log | 1.0 | 198 | 0.2250 |
|
| 51 |
+
| No log | 2.0 | 396 | 0.2104 |
|
| 52 |
+
| 0.3324 | 3.0 | 594 | 0.2199 |
|
| 53 |
+
| 0.3324 | 4.0 | 792 | 0.1904 |
|
| 54 |
+
| 0.3324 | 5.0 | 990 | 0.1642 |
|
| 55 |
+
| 0.1403 | 6.0 | 1188 | 0.1693 |
|
| 56 |
+
| 0.1403 | 7.0 | 1386 | 0.1531 |
|
| 57 |
+
| 0.1083 | 8.0 | 1584 | 0.1712 |
|
| 58 |
+
| 0.1083 | 9.0 | 1782 | 0.1538 |
|
| 59 |
+
| 0.1083 | 10.0 | 1980 | 0.1498 |
|
| 60 |
+
| 0.0925 | 11.0 | 2178 | 0.1538 |
|
| 61 |
+
| 0.0925 | 12.0 | 2376 | 0.1627 |
|
| 62 |
+
| 0.0609 | 13.0 | 2574 | 0.1631 |
|
| 63 |
+
| 0.0609 | 14.0 | 2772 | 0.1707 |
|
| 64 |
+
| 0.0609 | 15.0 | 2970 | 0.1742 |
|
| 65 |
+
|
| 66 |
+
|
| 67 |
+
### Framework versions
|
| 68 |
+
|
| 69 |
+
- Transformers 4.42.3
|
| 70 |
+
- Pytorch 2.1.2
|
| 71 |
+
- Datasets 2.20.0
|
| 72 |
+
- Tokenizers 0.19.1
|
runs/Jul19_12-08-00_9cea633ea9cb/events.out.tfevents.1721390882.9cea633ea9cb.34.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:18fb230bba9ef477278f3aca4c173361530b3fac8591aeae2f90fb13b7f50dca
|
| 3 |
+
size 10435
|