Hugging Face's logo

TransferGraph
/
18811449050_bert_finetuning_test-finetuned-lora-tweet_eval_irony

Text Classification
PEFT
Safetensors
parquet
Eval Results
Model card Files Community
hilco commited on
Commit
53162da
•
1 Parent(s): 51c68c3

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: 0.6408376963350786
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 [18811449050/bert_finetuning_test](https://huggingface.co/18811449050/bert_finetuning_test) on the tweet_eval dataset.
35
  It achieves the following results on the evaluation set:
36
- - accuracy: 0.6408
37
 
38
  ## Model description
39
 
@@ -65,14 +65,14 @@ The following hyperparameters were used during training:
65
  | accuracy | train_loss | epoch |
66
  |:--------:|:----------:|:-----:|
67
  | 0.5173 | None | 0 |
68
- | 0.5707 | 0.6950 | 0 |
69
- | 0.5916 | 0.6572 | 1 |
70
- | 0.5927 | 0.6251 | 2 |
71
- | 0.6052 | 0.6066 | 3 |
72
- | 0.6084 | 0.5927 | 4 |
73
- | 0.6052 | 0.5789 | 5 |
74
- | 0.6283 | 0.5632 | 6 |
75
- | 0.6408 | 0.5603 | 7 |
76
 
77
 
78
  ### Framework versions
 
22
  args: irony
23
  metrics:
24
  - type: accuracy
25
+ value: 0.6366492146596858
26
  name: accuracy
27
  ---
28
 
 
33
 
34
  This model is a fine-tuned version of [18811449050/bert_finetuning_test](https://huggingface.co/18811449050/bert_finetuning_test) on the tweet_eval dataset.
35
  It achieves the following results on the evaluation set:
36
+ - accuracy: 0.6366
37
 
38
  ## Model description
39
 
 
65
  | accuracy | train_loss | epoch |
66
  |:--------:|:----------:|:-----:|
67
  | 0.5173 | None | 0 |
68
+ | 0.5717 | 0.6954 | 0 |
69
+ | 0.6 | 0.6572 | 1 |
70
+ | 0.6042 | 0.6240 | 2 |
71
+ | 0.6178 | 0.6022 | 3 |
72
+ | 0.6178 | 0.5898 | 4 |
73
+ | 0.6115 | 0.5757 | 5 |
74
+ | 0.6293 | 0.5588 | 6 |
75
+ | 0.6366 | 0.5573 | 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 sha256:45ca611ee72ed0bf46d6bdb12ac3ffdc08b2d0f555f9875b526a9f585acbe7ce
3
  size 160400
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:18c53510b5167236888a5a1e47ff5061dc3dda399aa754378958cde0f9fe3b9a
3
  size 160400