Hugging Face's logo

TransferGraph
/
cointegrated_roberta-base-formality-finetuned-lora-tweet_eval_irony

Text Classification
PEFT
Safetensors
parquet
Eval Results
Model card Files Community
hilco commited on
Commit
58c8bb9
•
1 Parent(s): 1aae022

Finished training.

Browse files
Files changed (2) hide show
  1. README.md +10 -10
  2. adapter_model.safetensors +1 -1
README.md CHANGED
@@ -22,7 +22,7 @@ model-index:
22
  args: irony
23
  metrics:
24
  - type: accuracy
25
- value: 0.7068062827225131
26
  name: accuracy
27
  ---
28
 
@@ -33,7 +33,7 @@ should probably proofread and complete it, then remove this comment. -->
33
 
34
  This model is a fine-tuned version of [cointegrated/roberta-base-formality](https://huggingface.co/cointegrated/roberta-base-formality) on the tweet_eval dataset.
35
  It achieves the following results on the evaluation set:
36
- - accuracy: 0.7068
37
 
38
  ## Model description
39
 
@@ -65,14 +65,14 @@ The following hyperparameters were used during training:
65
  | accuracy | train_loss | epoch |
66
  |:--------:|:----------:|:-----:|
67
  | 0.5529 | None | 0 |
68
- | 0.6073 | 0.7289 | 0 |
69
- | 0.6272 | 0.6482 | 1 |
70
- | 0.6618 | 0.6172 | 2 |
71
- | 0.6953 | 0.5878 | 3 |
72
- | 0.7068 | 0.5699 | 4 |
73
- | 0.6723 | 0.5401 | 5 |
74
- | 0.6963 | 0.5305 | 6 |
75
- | 0.7068 | 0.5213 | 7 |
76
 
77
 
78
  ### Framework versions
 
22
  args: irony
23
  metrics:
24
  - type: accuracy
25
+ value: 0.7120418848167539
26
  name: accuracy
27
  ---
28
 
 
33
 
34
  This model is a fine-tuned version of [cointegrated/roberta-base-formality](https://huggingface.co/cointegrated/roberta-base-formality) on the tweet_eval dataset.
35
  It achieves the following results on the evaluation set:
36
+ - accuracy: 0.7120
37
 
38
  ## Model description
39
 
 
65
  | accuracy | train_loss | epoch |
66
  |:--------:|:----------:|:-----:|
67
  | 0.5529 | None | 0 |
68
+ | 0.6084 | 0.7289 | 0 |
69
+ | 0.6230 | 0.6485 | 1 |
70
+ | 0.6743 | 0.6205 | 2 |
71
+ | 0.7005 | 0.5887 | 3 |
72
+ | 0.7047 | 0.5693 | 4 |
73
+ | 0.6817 | 0.5384 | 5 |
74
+ | 0.7110 | 0.5272 | 6 |
75
+ | 0.7120 | 0.5182 | 7 |
76
 
77
 
78
  ### Framework versions
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d4bb1902392ee040773f1ad4a73267c5a868df51f4ac1d13bf11f3dbe25efd26
3
  size 2523312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7347090f506d2f30459991e80e91e2a9c30840160b7098a76857dfc130a9e981
3
  size 2523312