Bencode92 commited on
Commit
ababa4f
·
1 Parent(s): 111ea0c

🔄 Incremental label | Acc: 0.643, F1: 0.612

Browse files
README.md CHANGED
@@ -21,19 +21,19 @@ Fine-tuned FinBERT model for financial sentiment analysis in TradePulse.
21
 
22
  ## Performance
23
 
24
- *Last training: 2025-07-25 08:47*
25
  *Dataset: `news_20250725.csv` (125 samples)*
26
 
27
  | Metric | Value |
28
  |--------|-------|
29
- | Loss | 1.7893 |
30
- | Accuracy | 0.6875 |
31
- | F1 Score | 0.6792 |
32
 
33
- | F1 Macro | 0.6792 |
34
 
35
- | Precision | 0.6890 |
36
- | Recall | 0.6875 |
37
 
38
  ## Training Details
39
 
@@ -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 08:47:15
 
21
 
22
  ## Performance
23
 
24
+ *Last training: 2025-07-25 09:11*
25
  *Dataset: `news_20250725.csv` (125 samples)*
26
 
27
  | Metric | Value |
28
  |--------|-------|
29
+ | Loss | 1.7643 |
30
+ | Accuracy | 0.6562 |
31
+ | F1 Score | 0.6523 |
32
 
33
+ | F1 Macro | 0.6523 |
34
 
35
+ | Precision | 0.6540 |
36
+ | Recall | 0.6562 |
37
 
38
  ## Training Details
39
 
 
65
  ## Model Card Authors
66
 
67
  - TradePulse ML Team
68
+ - Auto-generated on 2025-07-25 09:11:44
checkpoint-24/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bb78f7446dab1f229f3f48b71e9498f425569b07d9c9af2ff36b150204e544a6
3
  size 439039996
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d2c8edd80211751a4517539993f3c885b4944b5daa3f92935410e2d7e1f708d3
3
  size 439039996
checkpoint-24/trainer_state.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "best_metric": 0.6791786398467433,
3
  "best_model_checkpoint": "hf-sentiment-production/checkpoint-24",
4
  "epoch": 1.0,
5
  "eval_steps": 500,
@@ -10,31 +10,31 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.4166666666666667,
13
- "grad_norm": 5.6961314840009436e-05,
14
  "learning_rate": 4.347826086956522e-06,
15
  "loss": 0.0,
16
  "step": 10
17
  },
18
  {
19
  "epoch": 0.8333333333333334,
20
- "grad_norm": 0.0001960099907591939,
21
  "learning_rate": 8.695652173913044e-06,
22
  "loss": 0.0,
23
  "step": 20
24
  },
25
  {
26
  "epoch": 1.0,
27
- "eval_accuracy": 0.6875,
28
- "eval_f1": 0.6791786398467433,
29
- "eval_f1_macro": 0.6434653043848446,
30
- "eval_loss": 1.7892619371414185,
31
- "eval_precision": 0.6889880952380952,
32
- "eval_precision_macro": 0.6825396825396824,
33
- "eval_recall": 0.6875,
34
- "eval_recall_macro": 0.6333333333333333,
35
- "eval_runtime": 17.8737,
36
- "eval_samples_per_second": 1.79,
37
- "eval_steps_per_second": 0.448,
38
  "step": 24
39
  }
40
  ],
 
1
  {
2
+ "best_metric": 0.6523356911287945,
3
  "best_model_checkpoint": "hf-sentiment-production/checkpoint-24",
4
  "epoch": 1.0,
5
  "eval_steps": 500,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.4166666666666667,
13
+ "grad_norm": 1.5963374607963488e-05,
14
  "learning_rate": 4.347826086956522e-06,
15
  "loss": 0.0,
16
  "step": 10
17
  },
18
  {
19
  "epoch": 0.8333333333333334,
20
+ "grad_norm": 1.5894525859039277e-05,
21
  "learning_rate": 8.695652173913044e-06,
22
  "loss": 0.0,
23
  "step": 20
24
  },
25
  {
26
  "epoch": 1.0,
27
+ "eval_accuracy": 0.65625,
28
+ "eval_f1": 0.6523356911287945,
29
+ "eval_f1_macro": 0.6088024363886433,
30
+ "eval_loss": 1.7642745971679688,
31
+ "eval_precision": 0.6540178571428572,
32
+ "eval_precision_macro": 0.6190476190476191,
33
+ "eval_recall": 0.65625,
34
+ "eval_recall_macro": 0.6055555555555555,
35
+ "eval_runtime": 17.8841,
36
+ "eval_samples_per_second": 1.789,
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:bb78f7446dab1f229f3f48b71e9498f425569b07d9c9af2ff36b150204e544a6
3
  size 439039996
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d2c8edd80211751a4517539993f3c885b4944b5daa3f92935410e2d7e1f708d3
3
  size 439039996