End of training

README.md

@@ -5,6 +5,8 @@ base_model: FacebookAI/roberta-base
 tags:
 - generated_from_trainer
 metrics:
+- precision
+- recall
 - accuracy
 model-index:
 - name: roberta-base-pr
@@ -18,9 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [FacebookAI/roberta-base](https://huggingface.co/FacebookAI/roberta-base) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.7464
-- Accuracy: 0.7575
-- F1 Macro: 0.5860
+- Loss: 0.8802
+- F1 Macro: 0.6182
+- Precision: 0.6222
+- Recall: 0.6202
+- Accuracy: 0.7742
 
 ## Model description
 
@@ -45,15 +49,20 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
 - lr_scheduler_type: linear
-- num_epochs: 3
+- num_epochs: 8
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Macro |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|
-| No log        | 1.0   | 240  | 0.9960          | 0.6608   | 0.4005   |
-| No log        | 2.0   | 480  | 0.7770          | 0.7471   | 0.5742   |
-| 1.118         | 3.0   | 720  | 0.7464          | 0.7575   | 0.5860   |
+| Training Loss | Epoch | Step | Validation Loss | F1 Macro | Precision | Recall | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:--------:|
+| No log        | 1.0   | 240  | 0.8923          | 0.4815   | 0.5010    | 0.5028 | 0.7107   |
+| No log        | 2.0   | 480  | 0.7876          | 0.5690   | 0.6087    | 0.5772 | 0.7477   |
+| 1.0781        | 3.0   | 720  | 0.7258          | 0.6166   | 0.6277    | 0.6229 | 0.7758   |
+| 1.0781        | 4.0   | 960  | 0.7538          | 0.6301   | 0.6368    | 0.6323 | 0.7804   |
+| 0.5204        | 5.0   | 1200 | 0.7760          | 0.6278   | 0.6424    | 0.6297 | 0.7825   |
+| 0.5204        | 6.0   | 1440 | 0.8245          | 0.6240   | 0.6264    | 0.6278 | 0.7789   |
+| 0.3145        | 7.0   | 1680 | 0.8588          | 0.6156   | 0.6189    | 0.6184 | 0.7726   |
+| 0.3145        | 8.0   | 1920 | 0.8802          | 0.6182   | 0.6222    | 0.6202 | 0.7742   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4be4cb21c3c9e89a325293eedcc1df0e21c9780ce4ed8271b1171af9e1b26f16
+oid sha256:12759a1f8f394c2c439d011252a90bc40eb9e1387e5caea635bb5275b3645746
 size 498640508