Model save

README.md

@@ -19,14 +19,14 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [yiyanghkust/finbert-tone](https://huggingface.co/yiyanghkust/finbert-tone) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 6.3706
-- Accuracy: 0.3333
-- Precision: 0.4444
-- Recall: 0.3333
-- F1: 0.3556
-- F1 Macro: 0.3556
-- Precision Macro: 0.4444
-- Recall Macro: 0.3333
+- Loss: 2.7144
+- Accuracy: 0.3846
+- Precision: 0.4462
+- Recall: 0.3846
+- F1: 0.4126
+- F1 Macro: 0.3258
+- Precision Macro: 0.3500
+- Recall Macro: 0.3056
 
 ## Model description
 
@@ -51,16 +51,16 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- lr_scheduler_warmup_steps: 5
+- lr_scheduler_warmup_steps: 12
 - num_epochs: 3
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1     | F1 Macro | Precision Macro | Recall Macro |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|:--------:|:---------------:|:------------:|
-| No log        | 1.0   | 3    | 8.9810          | 0.3333   | 0.4444    | 0.3333 | 0.3556 | 0.3556   | 0.4444          | 0.3333       |
-| No log        | 2.0   | 6    | 7.1529          | 0.3333   | 0.4444    | 0.3333 | 0.3556 | 0.3556   | 0.4444          | 0.3333       |
-| No log        | 3.0   | 9    | 6.3706          | 0.3333   | 0.4444    | 0.3333 | 0.3556 | 0.3556   | 0.4444          | 0.3333       |
+| No log        | 1.0   | 7    | 5.3820          | 0.3077   | 0.3077    | 0.3077 | 0.3077 | 0.2222   | 0.2222          | 0.2222       |
+| 4.744         | 2.0   | 14   | 3.3730          | 0.3846   | 0.4462    | 0.3846 | 0.4126 | 0.3258   | 0.3500          | 0.3056       |
+| 1.0682        | 3.0   | 21   | 2.7144          | 0.3846   | 0.4462    | 0.3846 | 0.4126 | 0.3258   | 0.3500          | 0.3056       |
 
 
 ### Framework versions

logs/events.out.tfevents.1752048912.pkrvmfkh1xnbeme.2362.0

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+size 7638