gunkaynar commited on
Commit
d7f60ff
·
1 Parent(s): dfd9dd5

End of training

Browse files
Files changed (4) hide show
  1. README.md +55 -0
  2. config.json +1 -1
  3. tokenizer_config.json +7 -0
  4. training_args.bin +1 -1
README.md ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: gunkaynar/distilbert-base-uncased
3
+ tags:
4
+ - generated_from_trainer
5
+ model-index:
6
+ - name: distilbert-base-uncased
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
+ # distilbert-base-uncased
14
+
15
+ This model is a fine-tuned version of [gunkaynar/distilbert-base-uncased](https://huggingface.co/gunkaynar/distilbert-base-uncased) on the None dataset.
16
+ It achieves the following results on the evaluation set:
17
+ - eval_loss: 0.4930
18
+ - eval_accuracy: 0.7391
19
+ - eval_f1: 0.7946
20
+ - eval_runtime: 63.7885
21
+ - eval_samples_per_second: 878.073
22
+ - eval_steps_per_second: 54.884
23
+ - step: 0
24
+
25
+ ## Model description
26
+
27
+ More information needed
28
+
29
+ ## Intended uses & limitations
30
+
31
+ More information needed
32
+
33
+ ## Training and evaluation data
34
+
35
+ More information needed
36
+
37
+ ## Training procedure
38
+
39
+ ### Training hyperparameters
40
+
41
+ The following hyperparameters were used during training:
42
+ - learning_rate: 2e-05
43
+ - train_batch_size: 16
44
+ - eval_batch_size: 16
45
+ - seed: 42
46
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
47
+ - lr_scheduler_type: linear
48
+ - num_epochs: 2
49
+
50
+ ### Framework versions
51
+
52
+ - Transformers 4.33.3
53
+ - Pytorch 2.1.1
54
+ - Datasets 2.14.7
55
+ - Tokenizers 0.11.0
config.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "_name_or_path": "distilbert-base-uncased",
3
  "activation": "gelu",
4
  "architectures": [
5
  "DistilBertForSequenceClassification"
 
1
  {
2
+ "_name_or_path": "gunkaynar/distilbert-base-uncased",
3
  "activation": "gelu",
4
  "architectures": [
5
  "DistilBertForSequenceClassification"
tokenizer_config.json CHANGED
@@ -3,11 +3,18 @@
3
  "cls_token": "[CLS]",
4
  "do_lower_case": true,
5
  "mask_token": "[MASK]",
 
6
  "model_max_length": 512,
 
7
  "pad_token": "[PAD]",
 
 
8
  "sep_token": "[SEP]",
 
9
  "strip_accents": null,
10
  "tokenize_chinese_chars": true,
11
  "tokenizer_class": "DistilBertTokenizer",
 
 
12
  "unk_token": "[UNK]"
13
  }
 
3
  "cls_token": "[CLS]",
4
  "do_lower_case": true,
5
  "mask_token": "[MASK]",
6
+ "max_length": 512,
7
  "model_max_length": 512,
8
+ "pad_to_multiple_of": null,
9
  "pad_token": "[PAD]",
10
+ "pad_token_type_id": 0,
11
+ "padding_side": "right",
12
  "sep_token": "[SEP]",
13
+ "stride": 0,
14
  "strip_accents": null,
15
  "tokenize_chinese_chars": true,
16
  "tokenizer_class": "DistilBertTokenizer",
17
+ "truncation_side": "right",
18
+ "truncation_strategy": "longest_first",
19
  "unk_token": "[UNK]"
20
  }
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ba75be45d13fc8ad70f6431bd221b81825ee047da1e3e6340c6c6889d6134fb9
3
  size 4472
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b4a3498c309c7d75bf2a93fcd52dfaf25d62d927c9a55e7fef61e45f0127f4c4
3
  size 4472