Hugging Face's logo

douglasrolins
/
bert-base-portuguese-cased_ft-multilple-choice-enem-sample

Multiple Choice
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
douglasrolins commited on
Commit
f29ff76
•
1 Parent(s): 35d9f75

End of training

Browse files
Files changed (5) hide show
  1. README.md +7 -7
  2. model.safetensors +1 -1
  3. runs/Jan19_17-25-28_7999ebb9ccb3/events.out.tfevents.1705685150.7999ebb9ccb3.1405.0 +3 -0
  4. tokenizer.json +7 -5
  5. training_args.bin +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [neuralmind/bert-base-portuguese-cased](https://huggingface.co/neuralmind/bert-base-portuguese-cased) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 3.0415
21
- - Accuracy: 0.3696
22
 
23
  ## Model description
24
 
@@ -37,7 +37,7 @@ More information needed
37
  ### Training hyperparameters
38
 
39
  The following hyperparameters were used during training:
40
- - learning_rate: 5e-05
41
  - train_batch_size: 4
42
  - eval_batch_size: 4
43
  - seed: 42
@@ -49,10 +49,10 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
- | No log | 1.0 | 346 | 1.3983 | 0.4457 |
53
- | 1.3637 | 2.0 | 692 | 1.6242 | 0.3804 |
54
- | 0.5163 | 3.0 | 1038 | 2.6380 | 0.3949 |
55
- | 0.5163 | 4.0 | 1384 | 3.0415 | 0.3696 |
56
 
57
 
58
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [neuralmind/bert-base-portuguese-cased](https://huggingface.co/neuralmind/bert-base-portuguese-cased) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 2.5998
21
+ - Accuracy: 0.4022
22
 
23
  ## Model description
24
 
 
37
  ### Training hyperparameters
38
 
39
  The following hyperparameters were used during training:
40
+ - learning_rate: 2e-05
41
  - train_batch_size: 4
42
  - eval_batch_size: 4
43
  - seed: 42
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | No log | 1.0 | 346 | 1.3529 | 0.4457 |
53
+ | 1.3051 | 2.0 | 692 | 1.7823 | 0.4275 |
54
+ | 0.5312 | 3.0 | 1038 | 2.3728 | 0.3986 |
55
+ | 0.5312 | 4.0 | 1384 | 2.5998 | 0.4022 |
56
 
57
 
58
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0b3188ec45328225a3dfa319b5b0bf79ee4e056d5a4ac70bd6d33e17631ecc9a
3
  size 435719148
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:58d1c98fd0d016a964b3705e782d200b359a1eaf18f51933e64381168a360110
3
  size 435719148
runs/Jan19_17-25-28_7999ebb9ccb3/events.out.tfevents.1705685150.7999ebb9ccb3.1405.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:401a0c04f6c8349dc5f53fac543898c9b2ea9d42a78bd9604436077c32e158e6
3
+ size 6522
tokenizer.json CHANGED
@@ -1,12 +1,14 @@
1
  {
2
  "version": "1.0",
3
- "truncation": {
 
 
4
  "direction": "Right",
5
- "max_length": 512,
6
- "strategy": "OnlyFirst",
7
- "stride": 0
 
8
  },
9
- "padding": null,
10
  "added_tokens": [
11
  {
12
  "id": 0,
 
1
  {
2
  "version": "1.0",
3
+ "truncation": null,
4
+ "padding": {
5
+ "strategy": "BatchLongest",
6
  "direction": "Right",
7
+ "pad_to_multiple_of": null,
8
+ "pad_id": 0,
9
+ "pad_type_id": 0,
10
+ "pad_token": "[PAD]"
11
  },
 
12
  "added_tokens": [
13
  {
14
  "id": 0,
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d861fd0d90abe160686155708d33e2de3d8a962048e397259f35dcb24f9a6a18
3
  size 4664
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:46ec831212b9ee292e2bfa450b9dcbca4ed5d7079e9eb72f4f8432f8ce4febbb
3
  size 4664