End of training

README.md

@@ -1,5 +1,6 @@
 ---
-base_model: textattack/bert-base-uncased-yelp-polarity
+license: apache-2.0
+base_model: bert-base-uncased
 tags:
 - generated_from_trainer
 metrics:
@@ -14,10 +15,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # bert-fine-tuned-boolq
 
-This model is a fine-tuned version of [textattack/bert-base-uncased-yelp-polarity](https://huggingface.co/textattack/bert-base-uncased-yelp-polarity) on an unknown dataset.
+This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 2.1189
-- Accuracy: 0.6636
+- Loss: 2.0432
+- Accuracy: 0.7489
 
 ## Model description
 
@@ -42,16 +43,18 @@ 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
-- num_epochs: 3
+- num_epochs: 5
 - mixed_precision_training: Native AMP
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 0.1016        | 1.0   | 2357 | 2.0305          | 0.6557   |
-| 0.1469        | 2.0   | 4714 | 1.9557          | 0.6609   |
-| 0.1446        | 3.0   | 7071 | 2.1189          | 0.6636   |
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 0.2975        | 1.0   | 2357  | 1.3526          | 0.7401   |
+| 0.224         | 2.0   | 4714  | 1.5869          | 0.7312   |
+| 0.2462        | 3.0   | 7071  | 1.6905          | 0.7419   |
+| 0.1075        | 4.0   | 9428  | 1.8846          | 0.7529   |
+| 0.0262        | 5.0   | 11785 | 2.0432          | 0.7489   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:48c617ea16ea003ac37c90d436e7539b2cc36b85ab9d413144a27622d2bc614c
+oid sha256:cd70bf5a6a2be63f842cdba45370f950f7bc5328651c250f5759b5615474dbf6
 size 437958648

runs/May07_08-29-13_jupyter-ad-2dpwb3-5fnguyend8-40science-2eregn-2enet/events.out.tfevents.1715070557.jupyter-ad-2dpwb3-5fnguyend8-40science-2eregn-2enet.3229.3

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9a05a86858c83cf9f819db7bd240a3afb4947853f2c799063163eaba0eaec26c
-size 10917
+oid sha256:e10ae5bd5c2854fd3caea911219d43423b6b1bc4486f87891080afb23feee5dd
+size 11594

runs/May07_08-29-13_jupyter-ad-2dpwb3-5fnguyend8-40science-2eregn-2enet/events.out.tfevents.1715072054.jupyter-ad-2dpwb3-5fnguyend8-40science-2eregn-2enet.3229.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2f692be8da8b853cf314d662b3665e6bbb587b00c4147d87f05d2f1a473d02f
+size 411