End of training

README.md

@@ -0,0 +1,68 @@
+---
+library_name: transformers
+license: mit
+base_model: microsoft/deberta-v3-small
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+- precision
+- recall
+model-index:
+- name: deberta-v3-small-hscode-model
+  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-small-hscode-model
+
+This model is a fine-tuned version of [microsoft/deberta-v3-small](https://huggingface.co/microsoft/deberta-v3-small) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0000
+- Accuracy: 1.0
+- F1: 1.0
+- Precision: 1.0
+- Recall: 1.0
+
+## 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: 3
+- eval_batch_size: 3
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1  | Precision | Recall |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:---:|:---------:|:------:|
+| 0.0           | 1.0   | 3069 | 0.0000          | 1.0      | 1.0 | 1.0       | 1.0    |
+| 0.0           | 2.0   | 6138 | 0.0000          | 1.0      | 1.0 | 1.0       | 1.0    |
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.1+cu121
+- Datasets 3.0.0
+- Tokenizers 0.19.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:eb0ed97f4044575e3aff4932f2458a7c6540407f1a5a02547ff580c35b6c08ef
+oid sha256:36117f76f6ca1d8e7ca97bb0c1d2a3e52e775412b04010e799a0085587e2a75f
 size 568075348

runs/Sep22_13-50-23_965508b51b08/events.out.tfevents.1727013025.965508b51b08.347.1

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:73da1d3fdfada313bd1b9953271197688af400c21288f54d19d9d1e46cda6f4f
-size 12814
+oid sha256:db607226da9d9601d7700c325e3f06c4117461f62f9630dbc19df6b0b4f33d68
+size 14906