End of training

README.md

@@ -0,0 +1,66 @@
+---
+license: mit
+base_model: microsoft/deberta-large
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: FakeNews-deberta-large-grad
+  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. -->
+
+# FakeNews-deberta-large-grad
+
+This model is a fine-tuned version of [microsoft/deberta-large](https://huggingface.co/microsoft/deberta-large) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4159
+- 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: 4
+- eval_batch_size: 4
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 8
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.5255        | 1.0   | 802  | 0.4159          | 0.8547   |
+| 0.4852        | 2.0   | 1605 | 0.4894          | 0.7631   |
+| 0.4849        | 3.0   | 2407 | 0.4670          | 0.7710   |
+| 0.4839        | 4.0   | 3210 | 0.4664          | 0.7729   |
+| 0.5581        | 5.0   | 4010 | 0.7548          | 0.4766   |
+
+
+### Framework versions
+
+- Transformers 4.35.0
+- Pytorch 2.1.0+cu118
+- Datasets 2.14.6
+- Tokenizers 0.14.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:147bed4d4dd11132c52df3422f0eb64509b9840436f214530f4cc21deaccc40e
+oid sha256:ed4aad0b80a3855846c12273488c0e21fda60475ee6e09e593acb2b639cc3c9f
 size 1624907048

runs/Nov07_14-23-49_3f763f6117d2/events.out.tfevents.1699367045.3f763f6117d2.298.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1d4263995c388dd6e9cc3a34767200bdc16a81ff75e0a2a6ea27e81bdf8fbe17
-size 7270
+oid sha256:114a7c65eae5bbbcfc7a0a7d4575a910a5573dc9e0973c18ff0432359f36fa44
+size 7624

runs/Nov07_14-23-49_3f763f6117d2/events.out.tfevents.1699371226.3f763f6117d2.298.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d041cf04daa9327438f0883c084380425164ab6b6cf478d91227dd77c82f8ea
+size 411