End of training
Browse files- README.md +68 -0
- generation_config.json +5 -0
- model.safetensors +1 -1
README.md
ADDED
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
base_model: allenai/scibert_scivocab_uncased
|
3 |
+
tags:
|
4 |
+
- generated_from_trainer
|
5 |
+
model-index:
|
6 |
+
- name: scibert_scivocab_uncased-finetuned-mol-mlm-0.3
|
7 |
+
results: []
|
8 |
+
---
|
9 |
+
|
10 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
11 |
+
should probably proofread and complete it, then remove this comment. -->
|
12 |
+
|
13 |
+
# scibert_scivocab_uncased-finetuned-mol-mlm-0.3
|
14 |
+
|
15 |
+
This model is a fine-tuned version of [allenai/scibert_scivocab_uncased](https://huggingface.co/allenai/scibert_scivocab_uncased) on an unknown dataset.
|
16 |
+
It achieves the following results on the evaluation set:
|
17 |
+
- Loss: 0.5049
|
18 |
+
|
19 |
+
## Model description
|
20 |
+
|
21 |
+
More information needed
|
22 |
+
|
23 |
+
## Intended uses & limitations
|
24 |
+
|
25 |
+
More information needed
|
26 |
+
|
27 |
+
## Training and evaluation data
|
28 |
+
|
29 |
+
More information needed
|
30 |
+
|
31 |
+
## Training procedure
|
32 |
+
|
33 |
+
### Training hyperparameters
|
34 |
+
|
35 |
+
The following hyperparameters were used during training:
|
36 |
+
- learning_rate: 2e-05
|
37 |
+
- train_batch_size: 32
|
38 |
+
- eval_batch_size: 32
|
39 |
+
- seed: 42
|
40 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
41 |
+
- lr_scheduler_type: linear
|
42 |
+
- num_epochs: 12
|
43 |
+
- mixed_precision_training: Native AMP
|
44 |
+
|
45 |
+
### Training results
|
46 |
+
|
47 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
48 |
+
|:-------------:|:-----:|:----:|:---------------:|
|
49 |
+
| 0.8725 | 1.0 | 180 | 0.6730 |
|
50 |
+
| 0.6668 | 2.0 | 360 | 0.6203 |
|
51 |
+
| 0.6078 | 3.0 | 540 | 0.5739 |
|
52 |
+
| 0.5656 | 4.0 | 720 | 0.5537 |
|
53 |
+
| 0.5385 | 5.0 | 900 | 0.5483 |
|
54 |
+
| 0.5163 | 6.0 | 1080 | 0.5335 |
|
55 |
+
| 0.5043 | 7.0 | 1260 | 0.5350 |
|
56 |
+
| 0.4927 | 8.0 | 1440 | 0.5173 |
|
57 |
+
| 0.4841 | 9.0 | 1620 | 0.5093 |
|
58 |
+
| 0.4765 | 10.0 | 1800 | 0.5058 |
|
59 |
+
| 0.4709 | 11.0 | 1980 | 0.5104 |
|
60 |
+
| 0.4673 | 12.0 | 2160 | 0.5017 |
|
61 |
+
|
62 |
+
|
63 |
+
### Framework versions
|
64 |
+
|
65 |
+
- Transformers 4.36.2
|
66 |
+
- Pytorch 2.0.1
|
67 |
+
- Datasets 2.16.1
|
68 |
+
- Tokenizers 0.15.0
|
generation_config.json
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"pad_token_id": 0,
|
4 |
+
"transformers_version": "4.36.2"
|
5 |
+
}
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 439828064
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5af0ee3fa7d9aeab65ef27d7518491fd2720450b5ffa3bfcd8c9c06da8bacc85
|
3 |
size 439828064
|