Hugging Face's logo

TransferGraph
/
connectivity_bert_ft_qqp-1-finetuned-lora-tweet_eval_irony

Text Classification
PEFT
Safetensors
parquet
Eval Results
Model card Files Community
hilco commited on
Commit
9ca5ade
•
1 Parent(s): d3daecf

Finished training.

Browse files
Files changed (3) hide show
  1. README.md +10 -10
  2. adapter_config.json +2 -2
  3. adapter_model.safetensors +1 -1
README.md CHANGED
@@ -22,7 +22,7 @@ model-index:
22
  args: irony
23
  metrics:
24
  - type: accuracy
25
- value: 0.6544502617801047
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 [connectivity/bert_ft_qqp-1](https://huggingface.co/connectivity/bert_ft_qqp-1) on the tweet_eval dataset.
35
  It achieves the following results on the evaluation set:
36
- - accuracy: 0.6545
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
- | 0.5131 | 0.9726 | 0 |
69
- | 0.5560 | 0.6931 | 1 |
70
- | 0.5864 | 0.6590 | 2 |
71
- | 0.6031 | 0.6270 | 3 |
72
- | 0.6272 | 0.6003 | 4 |
73
- | 0.6220 | 0.5932 | 5 |
74
- | 0.6377 | 0.5743 | 6 |
75
- | 0.6545 | 0.5656 | 7 |
76
 
77
 
78
  ### Framework versions
 
22
  args: irony
23
  metrics:
24
  - type: accuracy
25
+ value: 0.6418848167539267
26
  name: accuracy
27
  ---
28
 
 
33
 
34
  This model is a fine-tuned version of [connectivity/bert_ft_qqp-1](https://huggingface.co/connectivity/bert_ft_qqp-1) on the tweet_eval dataset.
35
  It achieves the following results on the evaluation set:
36
+ - accuracy: 0.6419
37
 
38
  ## Model description
39
 
 
65
  | accuracy | train_loss | epoch |
66
  |:--------:|:----------:|:-----:|
67
  | 0.5215 | None | 0 |
68
+ | 0.5141 | 0.9691 | 0 |
69
+ | 0.5351 | 0.6947 | 1 |
70
+ | 0.5592 | 0.6732 | 2 |
71
+ | 0.5885 | 0.6416 | 3 |
72
+ | 0.6094 | 0.6166 | 4 |
73
+ | 0.6136 | 0.5924 | 5 |
74
+ | 0.6346 | 0.5798 | 6 |
75
+ | 0.6419 | 0.5731 | 7 |
76
 
77
 
78
  ### Framework versions
adapter_config.json CHANGED
@@ -19,8 +19,8 @@
19
  "rank_pattern": {},
20
  "revision": null,
21
  "target_modules": [
22
- "value",
23
- "query"
24
  ],
25
  "task_type": "SEQ_CLS",
26
  "use_rslora": false
 
19
  "rank_pattern": {},
20
  "revision": null,
21
  "target_modules": [
22
+ "query",
23
+ "value"
24
  ],
25
  "task_type": "SEQ_CLS",
26
  "use_rslora": false
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:09c4c3c0c72e4acc6fe15672078bd5d723b8445f014cba06fcb68edffdd9e621
3
  size 160400
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:93ce1a5633489bacf3a91e9882b4e68fd73ebb4b42ec1985b1adddfdfee6f5f6
3
  size 160400