anzeo commited on
Commit
961fd6f
1 Parent(s): 54054cd

loha_fine_tuned_rte_XLMroberta

Browse files
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ library_name: peft
4
+ tags:
5
+ - generated_from_trainer
6
+ base_model: xlm-roberta-base
7
+ metrics:
8
+ - accuracy
9
+ - f1
10
+ model-index:
11
+ - name: loha_fine_tuned_rte_XLMroberta
12
+ results: []
13
+ ---
14
+
15
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
16
+ should probably proofread and complete it, then remove this comment. -->
17
+
18
+ # loha_fine_tuned_rte_XLMroberta
19
+
20
+ This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on an unknown dataset.
21
+ It achieves the following results on the evaluation set:
22
+ - Loss: 0.6906
23
+ - Accuracy: 0.6207
24
+ - F1: 0.5466
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 2e-05
44
+ - train_batch_size: 8
45
+ - eval_batch_size: 8
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - training_steps: 400
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
+ |:-------------:|:-------:|:----:|:---------------:|:--------:|:------:|
55
+ | 0.7061 | 1.7241 | 50 | 0.7021 | 0.4138 | 0.2422 |
56
+ | 0.7012 | 3.4483 | 100 | 0.6955 | 0.4138 | 0.2422 |
57
+ | 0.6902 | 5.1724 | 150 | 0.6970 | 0.4138 | 0.2422 |
58
+ | 0.6922 | 6.8966 | 200 | 0.6917 | 0.5172 | 0.5087 |
59
+ | 0.694 | 8.6207 | 250 | 0.6897 | 0.5862 | 0.4333 |
60
+ | 0.6945 | 10.3448 | 300 | 0.6906 | 0.5517 | 0.4169 |
61
+ | 0.6926 | 12.0690 | 350 | 0.6903 | 0.5862 | 0.4854 |
62
+ | 0.6883 | 13.7931 | 400 | 0.6906 | 0.6207 | 0.5466 |
63
+
64
+
65
+ ### Framework versions
66
+
67
+ - PEFT 0.11.1
68
+ - Transformers 4.40.2
69
+ - Pytorch 2.1.1+cu121
70
+ - Datasets 2.19.1
71
+ - Tokenizers 0.19.1
adapter_config.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alpha": 32,
3
+ "alpha_pattern": {},
4
+ "auto_mapping": null,
5
+ "base_model_name_or_path": "xlm-roberta-base",
6
+ "inference_mode": true,
7
+ "init_weights": true,
8
+ "layers_pattern": null,
9
+ "layers_to_transform": null,
10
+ "module_dropout": 0.0,
11
+ "modules_to_save": [
12
+ "classifier",
13
+ "score"
14
+ ],
15
+ "peft_type": "LOHA",
16
+ "r": 16,
17
+ "rank_dropout": 0.0,
18
+ "rank_pattern": {},
19
+ "revision": null,
20
+ "target_modules": [
21
+ "query",
22
+ "value"
23
+ ],
24
+ "task_type": "SEQ_CLS",
25
+ "use_effective_conv2d": false
26
+ }
adapter_model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb86ea275dbb968fe8496431bc64c5f28173aa74fae3266177b73d6f269ee753
3
+ size 7101032
runs/May22_22-01-47_DESKTOP-22QTFDR/events.out.tfevents.1716408108.DESKTOP-22QTFDR.32492.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aded248fd9eb9b539718d9e598a61cb1363afb619135a3dc2a7833f19d36432a
3
+ size 9863
runs/May22_22-01-47_DESKTOP-22QTFDR/events.out.tfevents.1716408175.DESKTOP-22QTFDR.32492.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6747246bb751dd5db851c5fa85dc8e8b1fc5b517e1a90b78c0fdadd9f23e8fc8
3
+ size 457
sentencepiece.bpe.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
3
+ size 5069051
special_tokens_map.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": "<s>",
3
+ "cls_token": "<s>",
4
+ "eos_token": "</s>",
5
+ "mask_token": {
6
+ "content": "<mask>",
7
+ "lstrip": true,
8
+ "normalized": false,
9
+ "rstrip": false,
10
+ "single_word": false
11
+ },
12
+ "pad_token": "<pad>",
13
+ "sep_token": "</s>",
14
+ "unk_token": "<unk>"
15
+ }
tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3a56def25aa40facc030ea8b0b87f3688e4b3c39eb8b45d5702b3a1300fe2a20
3
+ size 17082734
tokenizer_config.json ADDED
@@ -0,0 +1,54 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "250001": {
36
+ "content": "<mask>",
37
+ "lstrip": true,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": true,
46
+ "cls_token": "<s>",
47
+ "eos_token": "</s>",
48
+ "mask_token": "<mask>",
49
+ "model_max_length": 512,
50
+ "pad_token": "<pad>",
51
+ "sep_token": "</s>",
52
+ "tokenizer_class": "XLMRobertaTokenizer",
53
+ "unk_token": "<unk>"
54
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e9d295a462db035de06e7c0a254223062e58eca203f16bbb8810380963d26e86
3
+ size 5048