Hugging Face's logo

Mou11209203
/
distilbert-base-multilingual-cased_regression_finetuned_dcard

Text Classification
Transformers
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Community
Mou11209203 commited on
Commit
ec06062
•
1 Parent(s): 7384d98

Model save

Browse files
Files changed (2) hide show
  1. README.md +17 -15
  2. model.safetensors +1 -1
README.md CHANGED
@@ -15,9 +15,12 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  This model is a fine-tuned version of [distilbert/distilbert-base-multilingual-cased](https://huggingface.co/distilbert/distilbert-base-multilingual-cased) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
- - Loss: 0.6334
19
- - Mse: 0.6334
20
- - Mae: 0.4908
 
 
 
21
 
22
  ## Model description
23
 
@@ -47,18 +50,17 @@ The following hyperparameters were used during training:
47
 
48
  ### Training results
49
 
50
- | Training Loss | Epoch | Step | Validation Loss | Mse | Mae |
51
- |:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|
52
- | 1.055 | 1.0 | 8917 | 0.9565 | 0.9565 | 0.6907 |
53
- | 0.8048 | 2.0 | 17834 | 0.7746 | 0.7746 | 0.6010 |
54
- | 0.6171 | 3.0 | 26751 | 0.7066 | 0.7066 | 0.5555 |
55
- | 0.5647 | 4.0 | 35668 | 0.6739 | 0.6739 | 0.5297 |
56
- | 0.5468 | 5.0 | 44585 | 0.6283 | 0.6283 | 0.5066 |
57
- | 0.5439 | 6.0 | 53502 | 0.6335 | 0.6335 | 0.5029 |
58
- | 0.4582 | 7.0 | 62419 | 0.6354 | 0.6354 | 0.4968 |
59
- | 0.4479 | 8.0 | 71336 | 0.6334 | 0.6334 | 0.4908 |
60
- | 0.4195 | 9.0 | 80253 | 0.6403 | 0.6403 | 0.4919 |
61
- | 0.4137 | 10.0 | 89170 | 0.6401 | 0.6401 | 0.4922 |
62
 
63
 
64
  ### Framework versions
 
15
 
16
  This model is a fine-tuned version of [distilbert/distilbert-base-multilingual-cased](https://huggingface.co/distilbert/distilbert-base-multilingual-cased) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6568
19
+ - Mse: 0.6568
20
+ - Mae: 0.5036
21
+ - Rmse: 0.8104
22
+ - Mape: inf
23
+ - R Squared: 0.5925
24
 
25
  ## Model description
26
 
 
50
 
51
  ### Training results
52
 
53
+ | Training Loss | Epoch | Step | Validation Loss | Mse | Mae | Rmse | Mape | R Squared |
54
+ |:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:----:|:---------:|
55
+ | 1.0667 | 1.0 | 8917 | 0.9488 | 0.9488 | 0.6910 | 0.9741 | inf | 0.4113 |
56
+ | 0.8502 | 2.0 | 17834 | 0.7789 | 0.7789 | 0.6072 | 0.8825 | inf | 0.5167 |
57
+ | 0.6093 | 3.0 | 26751 | 0.7659 | 0.7659 | 0.5919 | 0.8751 | inf | 0.5248 |
58
+ | 0.5891 | 4.0 | 35668 | 0.7029 | 0.7029 | 0.5537 | 0.8384 | inf | 0.5639 |
59
+ | 0.5542 | 5.0 | 44585 | 0.6521 | 0.6521 | 0.5156 | 0.8075 | inf | 0.5954 |
60
+ | 0.5475 | 6.0 | 53502 | 0.6414 | 0.6414 | 0.5087 | 0.8009 | inf | 0.6020 |
61
+ | 0.4619 | 7.0 | 62419 | 0.6389 | 0.6389 | 0.5015 | 0.7993 | inf | 0.6036 |
62
+ | 0.4368 | 8.0 | 71336 | 0.6471 | 0.6471 | 0.5014 | 0.8044 | inf | 0.5985 |
63
+ | 0.4106 | 9.0 | 80253 | 0.6568 | 0.6568 | 0.5036 | 0.8104 | inf | 0.5925 |
 
64
 
65
 
66
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7cf001c26acd195469ea4cefa60eaa9c4586b789927783ca23a4cd564eea2e64
3
  size 541314292
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:41c71524a21f356a21b4271d5ac7de7dba61c214f28cb31b4705fc12683b947c
3
  size 541314292