End of training

README.md

@@ -0,0 +1,63 @@
+---
+license: mit
+tags:
+- generated_from_trainer
+metrics:
+- f1
+model-index:
+- name: deberta-v3-base-goemotions
+  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. -->
+
+# deberta-v3-base-goemotions
+
+This model is a fine-tuned version of [microsoft/deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.7610
+- F1: 0.4468
+
+## 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: 2e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- 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 | F1     |
+|:-------------:|:-----:|:-----:|:---------------:|:------:|
+| 1.5709        | 1.0   | 6164  | 1.5211          | 0.4039 |
+| 1.3689        | 2.0   | 12328 | 1.5466          | 0.4198 |
+| 1.1819        | 3.0   | 18492 | 1.5670          | 0.4520 |
+| 1.0059        | 4.0   | 24656 | 1.6673          | 0.4479 |
+| 0.8129        | 5.0   | 30820 | 1.7610          | 0.4468 |
+
+
+### Framework versions
+
+- Transformers 4.15.0
+- Pytorch 1.10.0+cu111
+- Datasets 1.17.0
+- Tokenizers 0.10.3

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f501f93ffd7bc891c113c76c37d6960a901cfd50edfd4c828ea1f9e6778e2265
+oid sha256:b28c70a078c0c8a9d89b545c0a6244312c693f44857e12e42e91eed130a5050e
 size 737861675

runs/Dec28_19-57-38_4f99b52a8798/events.out.tfevents.1640721602.4f99b52a8798.3598.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c1b70090305927f521d1f2fbd35b8cdc739cbe588b9a0a3c6845c012d08d7fb1
-size 7100
+oid sha256:58d42f40cc292704016214711f3af3c08d8bbec17541866ee96fe59c37e35f98
+size 16526