Hugging Face's logo

TransferGraph
/
michiyasunaga_LinkBERT-base-finetuned-lora-tweet_eval_irony

Text Classification
PEFT
Safetensors
parquet
Eval Results
Model card Files Community
hilco commited on
Commit
c68157b
•
1 Parent(s): 857f702

Finished training.

Browse files
Files changed (3) hide show
  1. README.md +11 -11
  2. adapter_config.json +2 -2
  3. adapter_model.safetensors +1 -1
README.md CHANGED
@@ -23,7 +23,7 @@ model-index:
23
  args: irony
24
  metrics:
25
  - type: accuracy
26
- value: 0.6722513089005235
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 [michiyasunaga/LinkBERT-base](https://huggingface.co/michiyasunaga/LinkBERT-base) on the tweet_eval dataset.
36
  It achieves the following results on the evaluation set:
37
- - accuracy: 0.6723
38
 
39
  ## Model description
40
 
@@ -65,15 +65,15 @@ The following hyperparameters were used during training:
65
 
66
  | accuracy | train_loss | epoch |
67
  |:--------:|:----------:|:-----:|
68
- | 0.4733 | None | 0 |
69
- | 0.5518 | 0.7046 | 0 |
70
- | 0.5749 | 0.6710 | 1 |
71
- | 0.5948 | 0.6381 | 2 |
72
- | 0.6283 | 0.6162 | 3 |
73
- | 0.6492 | 0.5958 | 4 |
74
- | 0.6178 | 0.5804 | 5 |
75
- | 0.6649 | 0.5671 | 6 |
76
- | 0.6723 | 0.5654 | 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 [michiyasunaga/LinkBERT-base](https://huggingface.co/michiyasunaga/LinkBERT-base) 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
+ | 0.4827 | None | 0 |
69
+ | 0.5372 | 0.7000 | 0 |
70
+ | 0.5832 | 0.6775 | 1 |
71
+ | 0.6157 | 0.6412 | 2 |
72
+ | 0.6335 | 0.6156 | 3 |
73
+ | 0.6524 | 0.5930 | 4 |
74
+ | 0.6314 | 0.5777 | 5 |
75
+ | 0.6586 | 0.5745 | 6 |
76
+ | 0.6618 | 0.5686 | 7 |
77
 
78
 
79
  ### Framework versions
adapter_config.json CHANGED
@@ -19,8 +19,8 @@
19
  "rank_pattern": {},
20
  "revision": null,
21
  "target_modules": [
22
- "query",
23
- "value"
24
  ],
25
  "task_type": "SEQ_CLS",
26
  "use_rslora": false
 
19
  "rank_pattern": {},
20
  "revision": null,
21
  "target_modules": [
22
+ "value",
23
+ "query"
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 sha256:547ae12033a4c994d2a820d8ba200630cd630b27fe5e09318eefec7782ef41c3
3
  size 160400
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8bd10531dde898da975ce3ed122b284a7dcd5af45fd8e5f0df97a0b96e2e49b1
3
  size 160400