Model save

README.md

@@ -1,32 +1,14 @@
 ---
 library_name: transformers
-language:
-- en
 base_model: gokulsrinivasagan/bert_base_lda_5_v1
 tags:
 - generated_from_trainer
-datasets:
-- glue
 metrics:
 - accuracy
 - f1
 model-index:
 - name: bert_base_lda_5_v1_mrpc
-  results:
-  - task:
-      name: Text Classification
-      type: text-classification
-    dataset:
-      name: GLUE MRPC
-      type: glue
-      args: mrpc
-    metrics:
-    - name: Accuracy
-      type: accuracy
-      value: 0.6838235294117647
-    - name: F1
-      type: f1
-      value: 0.8122270742358079
+  results: []
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -34,12 +16,12 @@ should probably proofread and complete it, then remove this comment. -->
 
 # bert_base_lda_5_v1_mrpc
 
-This model is a fine-tuned version of [gokulsrinivasagan/bert_base_lda_5_v1](https://huggingface.co/gokulsrinivasagan/bert_base_lda_5_v1) on the GLUE MRPC dataset.
+This model is a fine-tuned version of [gokulsrinivasagan/bert_base_lda_5_v1](https://huggingface.co/gokulsrinivasagan/bert_base_lda_5_v1) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6233
-- Accuracy: 0.6838
-- F1: 0.8122
-- Combined Score: 0.7480
+- Loss: 1.3058
+- Accuracy: 0.6569
+- F1: 0.7595
+- Combined Score: 0.7082
 
 ## Model description
 
@@ -58,7 +40,7 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 0.001
+- learning_rate: 5e-05
 - train_batch_size: 256
 - eval_batch_size: 256
 - seed: 10
@@ -70,17 +52,13 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Combined Score |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:--------------:|
-| 1.0376        | 1.0   | 15   | 0.7410          | 0.3162   | 0.0    | 0.1581         |
-| 0.678         | 2.0   | 30   | 0.6506          | 0.6838   | 0.8122 | 0.7480         |
-| 0.6399        | 3.0   | 45   | 0.6326          | 0.6838   | 0.8122 | 0.7480         |
-| 0.6393        | 4.0   | 60   | 0.6250          | 0.6838   | 0.8122 | 0.7480         |
-| 0.6352        | 5.0   | 75   | 0.6242          | 0.6838   | 0.8122 | 0.7480         |
-| 0.6324        | 6.0   | 90   | 0.6233          | 0.6838   | 0.8122 | 0.7480         |
-| 0.634         | 7.0   | 105  | 0.6234          | 0.6838   | 0.8122 | 0.7480         |
-| 0.635         | 8.0   | 120  | 0.6259          | 0.6838   | 0.8122 | 0.7480         |
-| 0.63          | 9.0   | 135  | 0.6309          | 0.6838   | 0.8122 | 0.7480         |
-| 0.6355        | 10.0  | 150  | 0.6265          | 0.6838   | 0.8122 | 0.7480         |
-| 0.634         | 11.0  | 165  | 0.6277          | 0.6838   | 0.8122 | 0.7480         |
+| 0.6475        | 1.0   | 15   | 0.5919          | 0.6985   | 0.8099 | 0.7542         |
+| 0.5596        | 2.0   | 30   | 0.5821          | 0.7108   | 0.8040 | 0.7574         |
+| 0.4573        | 3.0   | 45   | 0.6319          | 0.6593   | 0.7549 | 0.7071         |
+| 0.3282        | 4.0   | 60   | 0.8021          | 0.6299   | 0.7156 | 0.6728         |
+| 0.1884        | 5.0   | 75   | 0.9919          | 0.6471   | 0.7517 | 0.6994         |
+| 0.0919        | 6.0   | 90   | 1.1951          | 0.6740   | 0.7679 | 0.7210         |
+| 0.0649        | 7.0   | 105  | 1.3058          | 0.6569   | 0.7595 | 0.7082         |
 
 
 ### Framework versions

logs/events.out.tfevents.1733309507.ki-g0008.1206925.2

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ee7cd468ff8c898cb3f60e1e1753ab052859f70ed7ae39022161e4d8ab42908c
-size 5707
+oid sha256:a60283adb0f5844b4e8d88bf532d77bfa4d12d1c012047eca18e08ace75076fd
+size 9811

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3800c989d0bb126cc6bb3b361d354eda58f86144f656e43192f5d3955b2a910d
+oid sha256:dc48414e67493b9e35ee4306bb4f9c9db04b62e7c1c95f37b403f0167f07b323
 size 437953248