Hugging Face's logo

TransferGraph
/
bert-base-cased-finetuned-lora-tweet_eval_irony

Text Classification
PEFT
Safetensors
parquet
Eval Results
Model card Files
xet
Community
hilco commited on
Commit
9a44cbd
·
verified ·
1 Parent(s): 17bd170

Finished training.

Browse files
Files changed (2) hide show
  1. README.md +11 -11
  2. adapter_model.safetensors +1 -1
README.md CHANGED
@@ -23,7 +23,7 @@ model-index:
23
  args: irony
24
  metrics:
25
  - type: accuracy
26
- value: 0.6544502617801047
27
  name: accuracy
28
  ---
29
 
@@ -34,7 +34,7 @@ should probably proofread and complete it, then remove this comment. -->
34
 
35
  This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the tweet_eval dataset.
36
  It achieves the following results on the evaluation set:
37
- - accuracy: 0.6545
38
 
39
  ## Model description
40
 
@@ -65,15 +65,15 @@ The following hyperparameters were used during training:
65
 
66
  | accuracy | train_loss | epoch |
67
  |:--------:|:----------:|:-----:|
68
- | 0.5194 | None | 0 |
69
- | 0.5696 | 0.7051 | 0 |
70
- | 0.5843 | 0.6725 | 1 |
71
- | 0.5874 | 0.6446 | 2 |
72
- | 0.6262 | 0.6191 | 3 |
73
- | 0.6314 | 0.5939 | 4 |
74
- | 0.6094 | 0.5763 | 5 |
75
- | 0.6408 | 0.5638 | 6 |
76
- | 0.6545 | 0.5562 | 7 |
77
 
78
 
79
  ### Framework versions
 
23
  args: irony
24
  metrics:
25
  - type: accuracy
26
+ value: 0.6617801047120419
27
  name: accuracy
28
  ---
29
 
 
34
 
35
  This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the tweet_eval dataset.
36
  It achieves the following results on the evaluation set:
37
+ - accuracy: 0.6618
38
 
39
  ## Model description
40
 
 
65
 
66
  | accuracy | train_loss | epoch |
67
  |:--------:|:----------:|:-----:|
68
+ | 0.5225 | None | 0 |
69
+ | 0.5812 | 0.7052 | 0 |
70
+ | 0.5717 | 0.6681 | 1 |
71
+ | 0.5885 | 0.6414 | 2 |
72
+ | 0.6304 | 0.6215 | 3 |
73
+ | 0.6471 | 0.5924 | 4 |
74
+ | 0.6031 | 0.5768 | 5 |
75
+ | 0.6565 | 0.5663 | 6 |
76
+ | 0.6618 | 0.5523 | 7 |
77
 
78
 
79
  ### Framework versions
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:837a024a21e58404ffa00ab1837ee23ef541e04f7523de87a65f98093306a227
3
  size 160400
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c47cefdd2c5ab50649d67c77a77edb45a924c9558531b3366e9fb388fb1a2971
3
  size 160400