Model save

README.md

@@ -0,0 +1,66 @@
+---
+library_name: transformers
+base_model: gokulsrinivasagan/bert_base_lda_5_v1_book
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: bert_base_lda_5_v1_book_qnli
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# bert_base_lda_5_v1_book_qnli
+
+This model is a fine-tuned version of [gokulsrinivasagan/bert_base_lda_5_v1_book](https://huggingface.co/gokulsrinivasagan/bert_base_lda_5_v1_book) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.5504
+- Accuracy: 0.8547
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 256
+- eval_batch_size: 256
+- seed: 10
+- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 50
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.4848        | 1.0   | 410  | 0.3843          | 0.8343   |
+| 0.3412        | 2.0   | 820  | 0.3441          | 0.8545   |
+| 0.2379        | 3.0   | 1230 | 0.3484          | 0.8567   |
+| 0.1558        | 4.0   | 1640 | 0.4954          | 0.8389   |
+| 0.1041        | 5.0   | 2050 | 0.5006          | 0.8376   |
+| 0.0824        | 6.0   | 2460 | 0.5768          | 0.8532   |
+| 0.0601        | 7.0   | 2870 | 0.5504          | 0.8547   |
+
+
+### Framework versions
+
+- Transformers 4.46.3
+- Pytorch 2.2.1+cu118
+- Datasets 2.17.0
+- Tokenizers 0.20.3

logs/events.out.tfevents.1733826650.ki-g0008.520107.4

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:39ad56bc49c123f5e5b89428ee3ee879f2cdbd73512d4248b0b001d7df7ff50f
-size 8310
+oid sha256:4d233689d9dfdca096c6310319c1e13c111d6e2dcd3a0734187bf4a69b18173a
+size 9198

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f98f9c776e9bce0c7cecd5dcc182c47f8a49a6ba9437d34aec21a3093f9de326
+oid sha256:fd810e9b52f669ea6ddb83e22e4e2239e6df78904dfbd438b70c65e9fae5e35e
 size 437953248