Model save

README.md

@@ -0,0 +1,68 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: google/bert_uncased_L-4_H-128_A-2
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: bert_uncased_L-4_H-128_A-2_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_uncased_L-4_H-128_A-2_qnli
+
+This model is a fine-tuned version of [google/bert_uncased_L-4_H-128_A-2](https://huggingface.co/google/bert_uncased_L-4_H-128_A-2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4378
+- Accuracy: 0.8089
+
+## 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 |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.5299        | 1.0   | 410  | 0.4915          | 0.7730   |
+| 0.4658        | 2.0   | 820  | 0.4281          | 0.8040   |
+| 0.4407        | 3.0   | 1230 | 0.4085          | 0.8122   |
+| 0.4184        | 4.0   | 1640 | 0.4172          | 0.8115   |
+| 0.3983        | 5.0   | 2050 | 0.4166          | 0.8104   |
+| 0.3799        | 6.0   | 2460 | 0.4329          | 0.8063   |
+| 0.3614        | 7.0   | 2870 | 0.4182          | 0.8151   |
+| 0.3438        | 8.0   | 3280 | 0.4378          | 0.8089   |
+
+
+### Framework versions
+
+- Transformers 4.46.3
+- Pytorch 2.2.1+cu118
+- Datasets 2.17.0
+- Tokenizers 0.20.3

logs/events.out.tfevents.1733335383.ki-g0008.1764072.22

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7bca9da19de3b9e45364f4cb0d0f2bff4cead8dc57210d610efdd61a7a366852
-size 8855
+oid sha256:1cc7654ea6918c409328ec7870af8384dc1a78b7a2ff6316ce9d31d2f3272375
+size 9743

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3a94d6a607149bac1bcfef109010c0107827a17775bd6a86b5ba18ac6c577d78
+oid sha256:0196eedd7236685981c7c8e231166146039208ea3c638b3d6352cff895436a3e
 size 19139184