End of training

README.md

@@ -0,0 +1,64 @@
+---
+license: apache-2.0
+base_model: google/byt5-small
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: small_dataset_test_with_byt5_small
+  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. -->
+
+# small_dataset_test_with_byt5_small
+
+This model is a fine-tuned version of [google/byt5-small](https://huggingface.co/google/byt5-small) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.7505
+- Accuracy: 0.4989
+
+## 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: 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: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 8.6258        | 1.0   | 3    | 6.0739          | 0.4062   |
+| 7.5726        | 2.0   | 6    | 4.3522          | 0.4715   |
+| 5.8151        | 3.0   | 9    | 3.7505          | 0.4989   |
+
+
+### Framework versions
+
+- Transformers 4.42.4
+- Pytorch 2.3.1+cu121
+- Datasets 2.21.0
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.42.4"
+}

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f2d96c43c1fe68287e6906881a6d2f1ad3f9f8dc661f8f79ea4e944de0815da9
+oid sha256:43d037253bfa5071f7bbfbad5b4ff8df923517c8b136ea95da0dde9d295ce1e1
 size 1198571496

runs/Sep10_03-07-35_2ee72edb992b/events.out.tfevents.1725937656.2ee72edb992b.1632.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ab9233bf53815c04060d310e2da1685a73e8e36a49b1f85bccb14d84fd9f59f2
-size 6101
+oid sha256:3c47ef8cd5d4f015323bcc0aa7f132eadbb610998fdc7f48394a64117c00fe09
+size 6973