Model save

README.md

@@ -0,0 +1,68 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: google/bert_uncased_L-4_H-512_A-8
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: bert_uncased_L-4_H-512_A-8_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-512_A-8_qnli
+
+This model is a fine-tuned version of [google/bert_uncased_L-4_H-512_A-8](https://huggingface.co/google/bert_uncased_L-4_H-512_A-8) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.5127
+- Accuracy: 0.8667
+
+## 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 |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.437         | 1.0   | 410  | 0.3448          | 0.8521   |
+| 0.3392        | 2.0   | 820  | 0.3215          | 0.8607   |
+| 0.2746        | 3.0   | 1230 | 0.3148          | 0.8735   |
+| 0.2175        | 4.0   | 1640 | 0.3549          | 0.8702   |
+| 0.1712        | 5.0   | 2050 | 0.4000          | 0.8580   |
+| 0.1311        | 6.0   | 2460 | 0.4335          | 0.8649   |
+| 0.1065        | 7.0   | 2870 | 0.4819          | 0.8642   |
+| 0.0849        | 8.0   | 3280 | 0.5127          | 0.8667   |
+
+
+### Framework versions
+
+- Transformers 4.46.3
+- Pytorch 2.2.1+cu118
+- Datasets 2.17.0
+- Tokenizers 0.20.3

logs/events.out.tfevents.1733335062.ki-g0008.1761130.22

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8364146b4a6b1382814a91a7c6724cac9d1b56d6e479f753fc9b81826225c61a
-size 8856
+oid sha256:115b1fc98a2924cf19556f9f6ebf46dcda3ff4af1fa9997b4827e04c74b3b917
+size 9744

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c103264923499e25eccbd8b751416d2f1ee891e56f067b86b0557931a2eb786c
+oid sha256:3c85f00496f3f5a5cbdc67fc2e8809e87c1df4588c653957115b81e18a4f0be4
 size 115067048