Hugging Face's logo

FrinzTheCoder
/
xlm-roberta-base-afr

Text Classification
Transformers
Safetensors
xlm-roberta
Generated from Trainer
text-embeddings-inference
Model card Files
xet
 Community
FrinzTheCoder commited on
Commit
691232c
·
verified ·
1 Parent(s): 9889855

FrinzTheCoder/xlm-roberta-base-afr

Browse files
Files changed (3) hide show
  1. README.md +9 -9
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.0877
24
- - Accuracy: 0.8320
25
- - F1 Binary: 0.5484
26
- - Precision: 0.4043
27
- - Recall: 0.8523
28
 
29
  ## Model description
30
 
@@ -56,10 +56,10 @@ The following hyperparameters were used during training:
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Binary | Precision | Recall |
58
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:---------:|:------:|
59
- | No log | 1.0 | 184 | 0.1459 | 0.8490 | 0.4908 | 0.4115 | 0.6080 |
60
- | No log | 2.0 | 368 | 0.1268 | 0.8272 | 0.5078 | 0.3853 | 0.7443 |
61
- | 0.1139 | 3.0 | 552 | 0.0817 | 0.8048 | 0.5176 | 0.3675 | 0.875 |
62
- | 0.1139 | 4.0 | 736 | 0.0877 | 0.8320 | 0.5484 | 0.4043 | 0.8523 |
63
 
64
 
65
  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.1171
24
+ - Accuracy: 0.7395
25
+ - F1 Binary: 0.4241
26
+ - Precision: 0.2883
27
+ - Recall: 0.8011
28
 
29
  ## Model description
30
 
 
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Binary | Precision | Recall |
58
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:---------:|:------:|
59
+ | No log | 1.0 | 184 | 0.1042 | 0.6048 | 0.3622 | 0.2245 | 0.9375 |
60
+ | No log | 2.0 | 368 | 0.1271 | 0.8497 | 0.4920 | 0.4131 | 0.6080 |
61
+ | 0.1252 | 3.0 | 552 | 0.1223 | 0.7381 | 0.4193 | 0.2854 | 0.7898 |
62
+ | 0.1252 | 4.0 | 736 | 0.1171 | 0.7395 | 0.4241 | 0.2883 | 0.8011 |
63
 
64
 
65
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8295abbfdd3ad2e9617a5a4969cf98620143dc4eb3ed6fcba9bf8f8506aadc64
3
  size 1112205008
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ddf3d8e6d4357a0dcfbf2da190459f004a5dcc24fa332c3f44fe1aaf8f0cdd90
3
  size 1112205008
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b723bafda23a10d6336b9d6a7e289fdb79011002689ad8da28854fbe10064011
3
  size 5368
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e044aad1c329b47716fadd8631ae3d875401dab6b5f501dad6d7f1287968f8a9
3
  size 5368