Hugging Face's logo

Bencode92
/
tradepulse-finbert-importance

Text Classification
TensorBoard
Safetensors
English
bert
finance
sentiment-analysis
finbert
trading
Model card Files
xet
Metrics Community
Bencode92 commited on
Commit
a1c79ca
·
1 Parent(s): 734476f

🔄 Incremental importance | Acc: 0.786, F1: 0.775

Browse files
Files changed (4) hide show
  1. README.md +3 -3
  2. checkpoint-24/model.safetensors +1 -1
  3. checkpoint-24/trainer_state.json +6 -6
  4. model.safetensors +1 -1
README.md CHANGED
@@ -21,12 +21,12 @@ Fine-tuned FinBERT model for financial importance analysis in TradePulse.
21
 
22
  ## Performance
23
 
24
- *Last training: 2025-07-25 12:07*
25
  *Dataset: `news_20250725.csv` (125 samples)*
26
 
27
  | Metric | Value |
28
  |--------|-------|
29
- | Loss | 1.9167 |
30
  | Accuracy | 0.7500 |
31
  | F1 Score | 0.7520 |
32
 
@@ -65,4 +65,4 @@ predictions = outputs.logits.softmax(dim=-1)
65
  ## Model Card Authors
66
 
67
  - TradePulse ML Team
68
- - Auto-generated on 2025-07-25 12:07:55
 
21
 
22
  ## Performance
23
 
24
+ *Last training: 2025-07-25 12:46*
25
  *Dataset: `news_20250725.csv` (125 samples)*
26
 
27
  | Metric | Value |
28
  |--------|-------|
29
+ | Loss | 1.9272 |
30
  | Accuracy | 0.7500 |
31
  | F1 Score | 0.7520 |
32
 
 
65
  ## Model Card Authors
66
 
67
  - TradePulse ML Team
68
+ - Auto-generated on 2025-07-25 12:46:32
checkpoint-24/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fd2f5907a5102b65ff161c6d820d273cd8ae2b44198624ee6a43570cee5f1211
3
  size 439039996
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:58a75494991fbd78565124bbc29f648f9b8a91f759d0f9eb6e22d1104f99e9b8
3
  size 439039996
checkpoint-24/trainer_state.json CHANGED
@@ -10,14 +10,14 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.4166666666666667,
13
- "grad_norm": 1.0651988304744009e-06,
14
  "learning_rate": 4.347826086956522e-06,
15
  "loss": 0.0,
16
  "step": 10
17
  },
18
  {
19
  "epoch": 0.8333333333333334,
20
- "grad_norm": 8.741980082049849e-07,
21
  "learning_rate": 8.695652173913044e-06,
22
  "loss": 0.0,
23
  "step": 20
@@ -27,14 +27,14 @@
27
  "eval_accuracy": 0.75,
28
  "eval_f1": 0.7519509476031214,
29
  "eval_f1_macro": 0.5053883314752879,
30
- "eval_loss": 1.916725516319275,
31
  "eval_precision": 0.7554824561403508,
32
  "eval_precision_macro": 0.5029239766081871,
33
  "eval_recall": 0.75,
34
  "eval_recall_macro": 0.5090909090909091,
35
- "eval_runtime": 17.9702,
36
- "eval_samples_per_second": 1.781,
37
- "eval_steps_per_second": 0.445,
38
  "step": 24
39
  }
40
  ],
 
10
  "log_history": [
11
  {
12
  "epoch": 0.4166666666666667,
13
+ "grad_norm": 9.167384860120364e-07,
14
  "learning_rate": 4.347826086956522e-06,
15
  "loss": 0.0,
16
  "step": 10
17
  },
18
  {
19
  "epoch": 0.8333333333333334,
20
+ "grad_norm": 7.954442935442785e-07,
21
  "learning_rate": 8.695652173913044e-06,
22
  "loss": 0.0,
23
  "step": 20
 
27
  "eval_accuracy": 0.75,
28
  "eval_f1": 0.7519509476031214,
29
  "eval_f1_macro": 0.5053883314752879,
30
+ "eval_loss": 1.9271544218063354,
31
  "eval_precision": 0.7554824561403508,
32
  "eval_precision_macro": 0.5029239766081871,
33
  "eval_recall": 0.75,
34
  "eval_recall_macro": 0.5090909090909091,
35
+ "eval_runtime": 17.9097,
36
+ "eval_samples_per_second": 1.787,
37
+ "eval_steps_per_second": 0.447,
38
  "step": 24
39
  }
40
  ],
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fd2f5907a5102b65ff161c6d820d273cd8ae2b44198624ee6a43570cee5f1211
3
  size 439039996
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:58a75494991fbd78565124bbc29f648f9b8a91f759d0f9eb6e22d1104f99e9b8
3
  size 439039996