Hugging Face's logo

kimik76
/
test_trainer

TensorBoard
Safetensors
bert
Generated from Trainer
Model card Files Metrics Community
kimik76 commited on
Commit
662f0c2
•
1 Parent(s): ebcac0d

End of training

Browse files
Files changed (19) hide show
  1. README.md +61 -0
  2. config.json +36 -0
  3. model.safetensors +3 -0
  4. runs/Aug04_14-09-36_635160a05d01/events.out.tfevents.1722780578.635160a05d01.13463.3 +3 -0
  5. runs/Aug04_14-09-36_635160a05d01/events.out.tfevents.1722780699.635160a05d01.13463.4 +3 -0
  6. runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722784685.635160a05d01.21589.0 +3 -0
  7. runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722784782.635160a05d01.21589.1 +3 -0
  8. runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722785060.635160a05d01.21589.2 +3 -0
  9. runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722785176.635160a05d01.21589.3 +3 -0
  10. runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722785217.635160a05d01.21589.4 +3 -0
  11. runs/Aug04_15-32-53_635160a05d01/events.out.tfevents.1722785583.635160a05d01.21589.5 +3 -0
  12. runs/Aug04_15-34-43_635160a05d01/events.out.tfevents.1722785695.635160a05d01.21589.6 +3 -0
  13. runs/Aug04_15-36-49_635160a05d01/events.out.tfevents.1722785831.635160a05d01.21589.7 +3 -0
  14. runs/Aug04_15-36-49_635160a05d01/events.out.tfevents.1722785851.635160a05d01.21589.8 +3 -0
  15. runs/Aug04_15-38-33_635160a05d01/events.out.tfevents.1722785938.635160a05d01.21589.9 +3 -0
  16. runs/Aug04_15-40-07_635160a05d01/events.out.tfevents.1722786019.635160a05d01.21589.10 +3 -0
  17. runs/Aug04_15-40-54_635160a05d01/events.out.tfevents.1722786058.635160a05d01.21589.11 +3 -0
  18. runs/Aug04_15-40-54_635160a05d01/events.out.tfevents.1722789077.635160a05d01.21589.12 +3 -0
  19. training_args.bin +3 -0
README.md ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: HooshvareLab/bert-base-parsbert-uncased
3
+ tags:
4
+ - generated_from_trainer
5
+ metrics:
6
+ - accuracy
7
+ model-index:
8
+ - name: test_trainer
9
+ results: []
10
+ ---
11
+
12
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
+ should probably proofread and complete it, then remove this comment. -->
14
+
15
+ # test_trainer
16
+
17
+ This model is a fine-tuned version of [HooshvareLab/bert-base-parsbert-uncased](https://huggingface.co/HooshvareLab/bert-base-parsbert-uncased) on the None dataset.
18
+ It achieves the following results on the evaluation set:
19
+ - Loss: 0.4432
20
+ - Accuracy: 0.8804
21
+
22
+ ## Model description
23
+
24
+ More information needed
25
+
26
+ ## Intended uses & limitations
27
+
28
+ More information needed
29
+
30
+ ## Training and evaluation data
31
+
32
+ More information needed
33
+
34
+ ## Training procedure
35
+
36
+ ### Training hyperparameters
37
+
38
+ The following hyperparameters were used during training:
39
+ - learning_rate: 5e-05
40
+ - train_batch_size: 8
41
+ - eval_batch_size: 8
42
+ - seed: 42
43
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
+ - lr_scheduler_type: linear
45
+ - num_epochs: 3.0
46
+
47
+ ### Training results
48
+
49
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
50
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
51
+ | No log | 1.0 | 138 | 0.3028 | 0.8696 |
52
+ | No log | 2.0 | 276 | 0.3404 | 0.8732 |
53
+ | No log | 3.0 | 414 | 0.4432 | 0.8804 |
54
+
55
+
56
+ ### Framework versions
57
+
58
+ - Transformers 4.42.4
59
+ - Pytorch 2.3.1+cu121
60
+ - Datasets 2.20.0
61
+ - Tokenizers 0.19.1
config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "HooshvareLab/bert-base-parsbert-uncased",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "LABEL_0",
13
+ "1": "LABEL_1",
14
+ "2": "LABEL_2"
15
+ },
16
+ "initializer_range": 0.02,
17
+ "intermediate_size": 3072,
18
+ "label2id": {
19
+ "LABEL_0": 0,
20
+ "LABEL_1": 1,
21
+ "LABEL_2": 2
22
+ },
23
+ "layer_norm_eps": 1e-12,
24
+ "max_position_embeddings": 512,
25
+ "model_type": "bert",
26
+ "num_attention_heads": 12,
27
+ "num_hidden_layers": 12,
28
+ "pad_token_id": 0,
29
+ "position_embedding_type": "absolute",
30
+ "problem_type": "single_label_classification",
31
+ "torch_dtype": "float32",
32
+ "transformers_version": "4.42.4",
33
+ "type_vocab_size": 2,
34
+ "use_cache": true,
35
+ "vocab_size": 100000
36
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:495814fc926a114e1029b2c0c5d8ad2d58b07f38dcbd08eab5f0bf071e05b83b
3
+ size 651398148
runs/Aug04_14-09-36_635160a05d01/events.out.tfevents.1722780578.635160a05d01.13463.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f4c054ded8942afa6d1338a80f272539c9ee3aa85432387d230bab1f172ce4d8
3
+ size 4798
runs/Aug04_14-09-36_635160a05d01/events.out.tfevents.1722780699.635160a05d01.13463.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0fdd7c21937cc2152eae583da48ae8e9f01b65c83dd2d0df5722b61d589c54c8
3
+ size 4952
runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722784685.635160a05d01.21589.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6eecfbd4d4d0d3d2a07ecdcd16a35b2c1534b6c0ea96733956fe965b0ef7cdec
3
+ size 4954
runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722784782.635160a05d01.21589.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ec950b564ce0d8bb7c0ee1bd3997f6e60ce9c308e74384b4f87ce44528c5f144
3
+ size 4954
runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722785060.635160a05d01.21589.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6646792165b644e0cc5fcfbc7fb6e577ad515c94d90870e055679e04be0b063e
3
+ size 4954
runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722785176.635160a05d01.21589.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7d259650a45f467fef9002e877109b85d7fdbbb1d405f6fbc0f640f86e8e9d11
3
+ size 4954
runs/Aug04_15-14-47_635160a05d01/events.out.tfevents.1722785217.635160a05d01.21589.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b5adb03310f6eec70bc9382da9c9ec34cc4a2c6041f7fa499eceb64ebcabb36f
3
+ size 4954
runs/Aug04_15-32-53_635160a05d01/events.out.tfevents.1722785583.635160a05d01.21589.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1332efddbe3626b13bc0a3e298644cdf5ab936ce2ed9c7ad42991f9029493fab
3
+ size 4954
runs/Aug04_15-34-43_635160a05d01/events.out.tfevents.1722785695.635160a05d01.21589.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c3905aea632980c7153e34a90bfeb9b5ce3e053b75b7befd7a1873a39579dfed
3
+ size 4954
runs/Aug04_15-36-49_635160a05d01/events.out.tfevents.1722785831.635160a05d01.21589.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:886a71b60fb3aa40bc6fe941a1ab9fa188b1a0c0ff6a472dc1382fdfb07a6134
3
+ size 4954
runs/Aug04_15-36-49_635160a05d01/events.out.tfevents.1722785851.635160a05d01.21589.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dd9814d10a9c99429331846ebcac80b6db74b2f2a15d4274faaf0cc212bdf2f4
3
+ size 4954
runs/Aug04_15-38-33_635160a05d01/events.out.tfevents.1722785938.635160a05d01.21589.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e11ed5682564d5989f6497e05c8538183c4caf0f93fd19ed9389b870f99b9019
3
+ size 4954
runs/Aug04_15-40-07_635160a05d01/events.out.tfevents.1722786019.635160a05d01.21589.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6934d057657ebe7da47117fcdf47dfa8013041f2e7ed8691356080ba77513fca
3
+ size 4976
runs/Aug04_15-40-54_635160a05d01/events.out.tfevents.1722786058.635160a05d01.21589.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ee2ed48a13fc2dc7a319ced1baa09354cc8e951a99880191ae628b20c033d920
3
+ size 6277
runs/Aug04_15-40-54_635160a05d01/events.out.tfevents.1722789077.635160a05d01.21589.12 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4caad7f3b1be291eb46728b0a834fb3351dc962774066fa9235fe6b644be8bf4
3
+ size 411
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0cf07e1d7b205c98598b562fc3b282f452f6568401822046292e4dd5e8b47ccb
3
+ size 5112