Hugging Face's logo

TransferGraph
/
Jeevesh8_bert_ft_qqp-55-finetuned-lora-tweet_eval_irony

Text Classification
PEFT
Safetensors
parquet
Eval Results
Model card Files Community
hilco commited on
Commit
02ccf7d
•
1 Parent(s): 5e7f9c4

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: 0.6335078534031413
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 [Jeevesh8/bert_ft_qqp-55](https://huggingface.co/Jeevesh8/bert_ft_qqp-55) on the tweet_eval dataset.
35
  It achieves the following results on the evaluation set:
36
- - accuracy: 0.6335
37
 
38
  ## Model description
39
 
@@ -65,14 +65,14 @@ The following hyperparameters were used during training:
65
  | accuracy | train_loss | epoch |
66
  |:--------:|:----------:|:-----:|
67
  | 0.5215 | None | 0 |
68
- | 0.5361 | 0.9677 | 0 |
69
- | 0.5560 | 0.6814 | 1 |
70
- | 0.5675 | 0.6656 | 2 |
71
- | 0.5927 | 0.6428 | 3 |
72
- | 0.6052 | 0.6344 | 4 |
73
- | 0.6136 | 0.6134 | 5 |
74
- | 0.6199 | 0.6040 | 6 |
75
- | 0.6335 | 0.6019 | 7 |
76
 
77
 
78
  ### Framework versions
 
22
  args: irony
23
  metrics:
24
  - type: accuracy
25
+ value: 0.6324607329842932
26
  name: accuracy
27
  ---
28
 
 
33
 
34
  This model is a fine-tuned version of [Jeevesh8/bert_ft_qqp-55](https://huggingface.co/Jeevesh8/bert_ft_qqp-55) on the tweet_eval dataset.
35
  It achieves the following results on the evaluation set:
36
+ - accuracy: 0.6325
37
 
38
  ## Model description
39
 
 
65
  | accuracy | train_loss | epoch |
66
  |:--------:|:----------:|:-----:|
67
  | 0.5215 | None | 0 |
68
+ | 0.5393 | 0.9674 | 0 |
69
+ | 0.5550 | 0.6863 | 1 |
70
+ | 0.5749 | 0.6651 | 2 |
71
+ | 0.6063 | 0.6443 | 3 |
72
+ | 0.6178 | 0.6234 | 4 |
73
+ | 0.6136 | 0.6107 | 5 |
74
+ | 0.6230 | 0.6040 | 6 |
75
+ | 0.6325 | 0.5969 | 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:a846844f0a6a6cd88ba4c66583b1af2417ca36f736a80d3205a4ec43364d1a9f
3
  size 160400
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eb2a16318d237bb43279dccb052f56fc6cdc9fd7c01122dd9c70d90fbe7d673a
3
  size 160400