bdanko commited on
Commit
8bdfd8a
·
verified ·
1 Parent(s): b7fea08

End of training

Browse files
Files changed (4) hide show
  1. README.md +62 -0
  2. model.safetensors +1 -1
  3. tokenizer.json +0 -0
  4. tokenizer_config.json +16 -0
README.md ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: apache-2.0
4
+ base_model: distilroberta-base
5
+ tags:
6
+ - generated_from_trainer
7
+ model-index:
8
+ - name: bert-tweeteval-distilroberta
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
+ # bert-tweeteval-distilroberta
16
+
17
+ This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilroberta-base) on the None dataset.
18
+ It achieves the following results on the evaluation set:
19
+ - Loss: 0.9741
20
+
21
+ ## Model description
22
+
23
+ More information needed
24
+
25
+ ## Intended uses & limitations
26
+
27
+ More information needed
28
+
29
+ ## Training and evaluation data
30
+
31
+ More information needed
32
+
33
+ ## Training procedure
34
+
35
+ ### Training hyperparameters
36
+
37
+ The following hyperparameters were used during training:
38
+ - learning_rate: 2e-05
39
+ - train_batch_size: 16
40
+ - eval_batch_size: 16
41
+ - seed: 42
42
+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
43
+ - lr_scheduler_type: linear
44
+ - num_epochs: 20
45
+
46
+ ### Training results
47
+
48
+ | Training Loss | Epoch | Step | Validation Loss |
49
+ |:-------------:|:-----:|:----:|:---------------:|
50
+ | 0.7006 | 1.0 | 204 | 0.7013 |
51
+ | 0.5596 | 2.0 | 408 | 0.6443 |
52
+ | 0.3891 | 3.0 | 612 | 0.6844 |
53
+ | 0.3281 | 4.0 | 816 | 0.8158 |
54
+ | 0.1767 | 5.0 | 1020 | 0.9741 |
55
+
56
+
57
+ ### Framework versions
58
+
59
+ - Transformers 5.0.0
60
+ - Pytorch 2.10.0+cu128
61
+ - Datasets 4.0.0
62
+ - Tokenizers 0.22.2
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3da737d43cecd30b09b4384b28b9adecf138fa8f9483410703fb31a936acc55c
3
  size 328498416
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4b6a72cbe307d799ff2ca2be7c09063dded24b50482f20389f96d540a9dced46
3
  size 328498416
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": false,
3
+ "backend": "tokenizers",
4
+ "bos_token": "<s>",
5
+ "cls_token": "<s>",
6
+ "eos_token": "</s>",
7
+ "errors": "replace",
8
+ "is_local": false,
9
+ "mask_token": "<mask>",
10
+ "model_max_length": 512,
11
+ "pad_token": "<pad>",
12
+ "sep_token": "</s>",
13
+ "tokenizer_class": "RobertaTokenizer",
14
+ "trim_offsets": true,
15
+ "unk_token": "<unk>"
16
+ }