Hugging Face's logo

onsba
/
my_model

Question Answering
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
onsba commited on
Commit
7916394
•
1 Parent(s): 1fb8249

End of training

Browse files
Files changed (30) hide show
  1. README.md +70 -0
  2. config.json +24 -0
  3. model.safetensors +3 -0
  4. runs/May10_12-35-14_5732716bfb30/events.out.tfevents.1715344515.5732716bfb30.34.2 +3 -0
  5. runs/May10_12-35-42_5732716bfb30/events.out.tfevents.1715344542.5732716bfb30.34.3 +3 -0
  6. runs/May10_12-39-19_5732716bfb30/events.out.tfevents.1715344759.5732716bfb30.34.4 +3 -0
  7. runs/May10_12-42-08_5732716bfb30/events.out.tfevents.1715344928.5732716bfb30.34.5 +3 -0
  8. runs/May10_12-44-50_5732716bfb30/events.out.tfevents.1715345090.5732716bfb30.34.6 +3 -0
  9. runs/May10_12-48-39_5732716bfb30/events.out.tfevents.1715345320.5732716bfb30.34.7 +3 -0
  10. runs/May10_12-49-06_5732716bfb30/events.out.tfevents.1715345347.5732716bfb30.34.8 +3 -0
  11. runs/May10_12-51-47_5732716bfb30/events.out.tfevents.1715345508.5732716bfb30.34.9 +3 -0
  12. runs/May10_12-59-06_5732716bfb30/events.out.tfevents.1715345946.5732716bfb30.34.10 +3 -0
  13. runs/May10_12-59-06_5732716bfb30/events.out.tfevents.1715346069.5732716bfb30.34.11 +3 -0
  14. runs/May10_13-01-44_5732716bfb30/events.out.tfevents.1715346104.5732716bfb30.34.12 +3 -0
  15. runs/May10_13-01-44_5732716bfb30/events.out.tfevents.1715346205.5732716bfb30.34.13 +3 -0
  16. runs/May10_13-17-32_5732716bfb30/events.out.tfevents.1715347053.5732716bfb30.34.14 +3 -0
  17. runs/May10_13-17-46_5732716bfb30/events.out.tfevents.1715347067.5732716bfb30.34.15 +3 -0
  18. runs/May10_13-24-06_5732716bfb30/events.out.tfevents.1715347447.5732716bfb30.34.16 +3 -0
  19. runs/May10_13-24-06_5732716bfb30/events.out.tfevents.1715347684.5732716bfb30.34.17 +3 -0
  20. runs/May10_13-34-45_5732716bfb30/events.out.tfevents.1715348086.5732716bfb30.34.18 +3 -0
  21. runs/May10_13-36-36_5732716bfb30/events.out.tfevents.1715348197.5732716bfb30.34.19 +3 -0
  22. runs/May10_13-37-46_5732716bfb30/events.out.tfevents.1715348267.5732716bfb30.34.20 +3 -0
  23. runs/May10_13-37-46_5732716bfb30/events.out.tfevents.1715348434.5732716bfb30.34.21 +3 -0
  24. runs/May10_13-57-10_5732716bfb30/events.out.tfevents.1715349431.5732716bfb30.34.22 +3 -0
  25. runs/May10_13-58-12_5732716bfb30/events.out.tfevents.1715349492.5732716bfb30.34.23 +3 -0
  26. special_tokens_map.json +7 -0
  27. tokenizer.json +0 -0
  28. tokenizer_config.json +55 -0
  29. training_args.bin +3 -0
  30. vocab.txt +0 -0
README.md ADDED
@@ -0,0 +1,70 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: distilbert-base-uncased
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: my_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
+ # my_model
15
+
16
+ This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 5.9953
19
+ - Start Accuracy: 0.5270
20
+ - End Accuracy: 0.5270
21
+ - Overall Accuracy: 0.5270
22
+ - Start Precision: 0.2548
23
+ - End Precision: 0.2696
24
+ - Start Recall: 0.2307
25
+ - End Recall: 0.2805
26
+ - Start F1 Score: 0.2338
27
+ - End F1 Score: 0.2644
28
+
29
+ ## Model description
30
+
31
+ More information needed
32
+
33
+ ## Intended uses & limitations
34
+
35
+ More information needed
36
+
37
+ ## Training and evaluation data
38
+
39
+ More information needed
40
+
41
+ ## Training procedure
42
+
43
+ ### Training hyperparameters
44
+
45
+ The following hyperparameters were used during training:
46
+ - learning_rate: 1e-05
47
+ - train_batch_size: 8
48
+ - eval_batch_size: 8
49
+ - seed: 42
50
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
51
+ - lr_scheduler_type: linear
52
+ - num_epochs: 5
53
+
54
+ ### Training results
55
+
56
+ | Training Loss | Epoch | Step | Validation Loss | Start Accuracy | End Accuracy | Overall Accuracy | Start Precision | End Precision | Start Recall | End Recall | Start F1 Score | End F1 Score |
57
+ |:-------------:|:-----:|:----:|:---------------:|:--------------:|:------------:|:----------------:|:---------------:|:-------------:|:------------:|:----------:|:--------------:|:------------:|
58
+ | 0.0302 | 1.0 | 22 | 6.1169 | 0.5405 | 0.4865 | 0.5135 | 0.2951 | 0.2569 | 0.2669 | 0.2371 | 0.2732 | 0.2331 |
59
+ | 0.0331 | 2.0 | 44 | 6.1384 | 0.4730 | 0.4730 | 0.4730 | 0.2056 | 0.2529 | 0.1692 | 0.2470 | 0.1801 | 0.2376 |
60
+ | 0.0332 | 3.0 | 66 | 6.0663 | 0.5135 | 0.5135 | 0.5135 | 0.2168 | 0.2434 | 0.1975 | 0.2619 | 0.1974 | 0.2446 |
61
+ | 0.0341 | 4.0 | 88 | 6.0363 | 0.5270 | 0.5270 | 0.5270 | 0.2548 | 0.2696 | 0.2307 | 0.2805 | 0.2338 | 0.2644 |
62
+ | 0.0213 | 5.0 | 110 | 5.9953 | 0.5270 | 0.5270 | 0.5270 | 0.2548 | 0.2696 | 0.2307 | 0.2805 | 0.2338 | 0.2644 |
63
+
64
+
65
+ ### Framework versions
66
+
67
+ - Transformers 4.39.3
68
+ - Pytorch 2.1.2
69
+ - Datasets 2.18.0
70
+ - Tokenizers 0.15.2
config.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-uncased",
3
+ "activation": "gelu",
4
+ "architectures": [
5
+ "DistilBertForQuestionAnswering"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "dim": 768,
9
+ "dropout": 0.1,
10
+ "hidden_dim": 3072,
11
+ "initializer_range": 0.02,
12
+ "max_position_embeddings": 512,
13
+ "model_type": "distilbert",
14
+ "n_heads": 12,
15
+ "n_layers": 6,
16
+ "pad_token_id": 0,
17
+ "qa_dropout": 0.1,
18
+ "seq_classif_dropout": 0.2,
19
+ "sinusoidal_pos_embds": false,
20
+ "tie_weights_": true,
21
+ "torch_dtype": "float32",
22
+ "transformers_version": "4.39.3",
23
+ "vocab_size": 30522
24
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:00a6c99043684e49ff818fcea6f52b25331d0c957b849c7cd21b8f91e85cdc66
3
+ size 265470032
runs/May10_12-35-14_5732716bfb30/events.out.tfevents.1715344515.5732716bfb30.34.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:862406a4f5a8e0d049d83e0c3a99cd55a3f0d8daabdcd64377bc1d5c82a1b9bc
3
+ size 5610
runs/May10_12-35-42_5732716bfb30/events.out.tfevents.1715344542.5732716bfb30.34.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9583d7bc7b2e9ad45063ee6c295a70206740068ca440003bac3bbd0e272a0f37
3
+ size 10184
runs/May10_12-39-19_5732716bfb30/events.out.tfevents.1715344759.5732716bfb30.34.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:36b0737b47950780c981230cb8bca58c6e73e54b847c9d78756746b7131bd189
3
+ size 12894
runs/May10_12-42-08_5732716bfb30/events.out.tfevents.1715344928.5732716bfb30.34.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a635d25613a9cbf2ab14784d383c6e0ab52428158c146c93eb41e30b3b80bd1
3
+ size 15604
runs/May10_12-44-50_5732716bfb30/events.out.tfevents.1715345090.5732716bfb30.34.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:27b4c25b034cdb121bc4d158bf625758e89bf4759fdc595934f2923b1040d4cb
3
+ size 11185
runs/May10_12-48-39_5732716bfb30/events.out.tfevents.1715345320.5732716bfb30.34.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5b054ca45edd5cac917de497a9df4a1d93f0d70659e21bda6b7f8c99bb1345bf
3
+ size 4464
runs/May10_12-49-06_5732716bfb30/events.out.tfevents.1715345347.5732716bfb30.34.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:726be76e31864bbf3c7295d77ad021cdd54d467f93e790888460103c96e5fe8b
3
+ size 4464
runs/May10_12-51-47_5732716bfb30/events.out.tfevents.1715345508.5732716bfb30.34.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7a8755f6a761d2475b72a6f50df9eff76597f0c3f69f0dca0c3786e4ec1ef790
3
+ size 4464
runs/May10_12-59-06_5732716bfb30/events.out.tfevents.1715345946.5732716bfb30.34.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f57b45f46230b43cc22632f9d67ad05b60cf32a892c89eb28b09fcf86d094661
3
+ size 6997
runs/May10_12-59-06_5732716bfb30/events.out.tfevents.1715346069.5732716bfb30.34.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:920fbddd43f30dacd964ed289c1d7a6758ef217fbdd9ec9c2c22abf242c08767
3
+ size 962
runs/May10_13-01-44_5732716bfb30/events.out.tfevents.1715346104.5732716bfb30.34.12 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3fb4a2f1ba39926dcc3b6122eb750243d246be4897b5cb8841e951199491c816
3
+ size 13631
runs/May10_13-01-44_5732716bfb30/events.out.tfevents.1715346205.5732716bfb30.34.13 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:95a6c2525852140cd9fc65d4120e242e7c0792359f24877e3df57f093d165325
3
+ size 978
runs/May10_13-17-32_5732716bfb30/events.out.tfevents.1715347053.5732716bfb30.34.14 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c9b303f8fdda074f4af98c120ac5cf7259f838034707fbb4e729b98a20a973a2
3
+ size 4465
runs/May10_13-17-46_5732716bfb30/events.out.tfevents.1715347067.5732716bfb30.34.15 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a89d24a2463168ab6057f2efee73f1834c4ffe746f2793a80efd2db8530f352
3
+ size 4465
runs/May10_13-24-06_5732716bfb30/events.out.tfevents.1715347447.5732716bfb30.34.16 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e10424833e15619ad26ff929728b92b02b920c6e623a8095a95b20022fd7ca8a
3
+ size 13631
runs/May10_13-24-06_5732716bfb30/events.out.tfevents.1715347684.5732716bfb30.34.17 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c78618b874c2ee8d149845ea0389a069c650d52daa12331b8543381206a7df55
3
+ size 978
runs/May10_13-34-45_5732716bfb30/events.out.tfevents.1715348086.5732716bfb30.34.18 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e8290bd0d814bb21074a74decb4a7fe6ae847d22c58a0600e03f6b602e945d8b
3
+ size 4465
runs/May10_13-36-36_5732716bfb30/events.out.tfevents.1715348197.5732716bfb30.34.19 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d372b319c8021c5030bab34f3c8db936d6fa950bcb8a800c4d523dff1a3432db
3
+ size 4465
runs/May10_13-37-46_5732716bfb30/events.out.tfevents.1715348267.5732716bfb30.34.20 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:57fca16a000965aeecd7c3e46569a526222ca470d088142552182db2ca344df6
3
+ size 20365
runs/May10_13-37-46_5732716bfb30/events.out.tfevents.1715348434.5732716bfb30.34.21 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9067fd817d60ef0639cf8a5ed43d0466e2390c4f1b0ef0bbe97d71d8f559cbad
3
+ size 7938
runs/May10_13-57-10_5732716bfb30/events.out.tfevents.1715349431.5732716bfb30.34.22 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5bbb20aa268c59f6f09ee68bc768eeee01d221a63be5674d579e23a142491f57
3
+ size 8667
runs/May10_13-58-12_5732716bfb30/events.out.tfevents.1715349492.5732716bfb30.34.23 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ca263c21b48cd9e579b5f4608fd3751f72890ff354d96e3bf502157a4434851a
3
+ size 8667
special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_lower_case": true,
47
+ "mask_token": "[MASK]",
48
+ "model_max_length": 512,
49
+ "pad_token": "[PAD]",
50
+ "sep_token": "[SEP]",
51
+ "strip_accents": null,
52
+ "tokenize_chinese_chars": true,
53
+ "tokenizer_class": "DistilBertTokenizer",
54
+ "unk_token": "[UNK]"
55
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b51f101ce98fbef604f5b5c4b6d6b8dbdbcebcf5fb14e0466406bc8909bdd006
3
+ size 4856
vocab.txt ADDED
The diff for this file is too large to render. See raw diff