vonewman commited on
Commit
e864c53
1 Parent(s): 5c923f7

Training complete

Browse files
Files changed (2) hide show
  1. README.md +60 -0
  2. pytorch_model.bin +1 -1
README.md ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ base_model: xlm-roberta-base
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: wolof-finetuned-ner
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
+ # wolof-finetuned-ner
15
+
16
+ This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the None dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 0.0688
19
+ - F1 Macro: 0.7853
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: 8
40
+ - eval_batch_size: 8
41
+ - seed: 42
42
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
43
+ - lr_scheduler_type: linear
44
+ - num_epochs: 3
45
+
46
+ ### Training results
47
+
48
+ | Training Loss | Epoch | Step | Validation Loss | F1 Macro |
49
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
50
+ | No log | 1.0 | 226 | 0.1014 | 0.6018 |
51
+ | No log | 2.0 | 452 | 0.0722 | 0.7584 |
52
+ | 0.164 | 3.0 | 678 | 0.0688 | 0.7853 |
53
+
54
+
55
+ ### Framework versions
56
+
57
+ - Transformers 4.34.0
58
+ - Pytorch 2.0.1+cu118
59
+ - Datasets 2.14.5
60
+ - Tokenizers 0.14.1
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:951dd1f66f8e2320691fb20677fa39fa70cfeb803f20258f27ab13fede16b5f5
3
  size 1109908201
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e5025124cb2df2c8de7194f5cba8a92b8fe686eb0ea2df5463655bce19723a50
3
  size 1109908201