Model save

README.md

@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6824
-- Accuracy: 0.7670
+- Loss: 0.6730
+- Accuracy: 0.7628
 
 ## Model description
 
@@ -45,19 +45,45 @@ The following hyperparameters were used during training:
 - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_ratio: 0.1
-- num_epochs: 6
+- num_epochs: 32
 - mixed_precision_training: Native AMP
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 1.9725        | 1.0   | 876  | 1.0953          | 0.6834   |
-| 0.9389        | 2.0   | 1752 | 0.7982          | 0.7514   |
-| 0.7549        | 3.0   | 2628 | 0.7214          | 0.7647   |
-| 0.6895        | 4.0   | 3504 | 0.6963          | 0.7680   |
-| 0.6712        | 5.0   | 4380 | 0.6856          | 0.7664   |
-| 0.653         | 6.0   | 5256 | 0.6824          | 0.7670   |
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 2.2334        | 1.0   | 876   | 1.8027          | 0.4071   |
+| 1.6018        | 2.0   | 1752  | 1.1836          | 0.6644   |
+| 0.9703        | 3.0   | 2628  | 0.8345          | 0.7433   |
+| 0.7557        | 4.0   | 3504  | 0.7281          | 0.7591   |
+| 0.7028        | 5.0   | 4380  | 0.6809          | 0.7717   |
+| 0.6372        | 6.0   | 5256  | 0.6530          | 0.7768   |
+| 0.6074        | 7.0   | 6132  | 0.6411          | 0.7787   |
+| 0.5809        | 8.0   | 7008  | 0.6292          | 0.7785   |
+| 0.5594        | 9.0   | 7884  | 0.6255          | 0.7832   |
+| 0.5452        | 10.0  | 8760  | 0.6334          | 0.7797   |
+| 0.5334        | 11.0  | 9636  | 0.6225          | 0.7761   |
+| 0.5091        | 12.0  | 10512 | 0.6347          | 0.7734   |
+| 0.493         | 13.0  | 11388 | 0.6217          | 0.7794   |
+| 0.4883        | 14.0  | 12264 | 0.6259          | 0.7782   |
+| 0.4746        | 15.0  | 13140 | 0.6265          | 0.7725   |
+| 0.4698        | 16.0  | 14016 | 0.6351          | 0.7728   |
+| 0.4531        | 17.0  | 14892 | 0.6401          | 0.7734   |
+| 0.4579        | 18.0  | 15768 | 0.6435          | 0.7731   |
+| 0.4412        | 19.0  | 16644 | 0.6391          | 0.7710   |
+| 0.4377        | 20.0  | 17520 | 0.6432          | 0.7705   |
+| 0.4362        | 21.0  | 18396 | 0.6500          | 0.7681   |
+| 0.4269        | 22.0  | 19272 | 0.6541          | 0.7674   |
+| 0.4227        | 23.0  | 20148 | 0.6555          | 0.7658   |
+| 0.4196        | 24.0  | 21024 | 0.6569          | 0.7678   |
+| 0.4216        | 25.0  | 21900 | 0.6608          | 0.7660   |
+| 0.4107        | 26.0  | 22776 | 0.6651          | 0.7672   |
+| 0.4118        | 27.0  | 23652 | 0.6629          | 0.7645   |
+| 0.4054        | 28.0  | 24528 | 0.6685          | 0.7624   |
+| 0.4112        | 29.0  | 25404 | 0.6705          | 0.7642   |
+| 0.3999        | 30.0  | 26280 | 0.6724          | 0.7625   |
+| 0.405         | 31.0  | 27156 | 0.6721          | 0.7628   |
+| 0.394         | 32.0  | 28032 | 0.6730          | 0.7628   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a35e2e59249bf30e598d23bff396f752831404e0dcf492d020ba4ccb1440fe75
+oid sha256:fef95f9d2edd1cfd4725a453c1afc7dcfd1e9020fa739349a990252648939d06
 size 267854100