End of training

README.md

@@ -0,0 +1,64 @@
+---
+license: mit
+base_model: BigTMiami/dapt_plus_tapt_helpfulness_base_pretraining_model
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: dapt_plus_tapt_amazon_helpfulness_classification
+  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. -->
+
+# dapt_plus_tapt_amazon_helpfulness_classification
+
+This model is a fine-tuned version of [BigTMiami/dapt_plus_tapt_helpfulness_base_pretraining_model](https://huggingface.co/BigTMiami/dapt_plus_tapt_helpfulness_base_pretraining_model) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3889
+- Accuracy: 0.8696
+- F1 Macro: 0.6767
+
+## 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: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.06
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Macro |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|
+| 0.317         | 1.0   | 1563 | 0.3193          | 0.8668   | 0.6641   |
+| 0.2897        | 2.0   | 3126 | 0.3704          | 0.8702   | 0.6222   |
+| 0.2137        | 3.0   | 4689 | 0.3889          | 0.8696   | 0.6767   |
+
+
+### Framework versions
+
+- Transformers 4.38.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

runs/Apr16_23-28-06_32ab2ad01817/events.out.tfevents.1713310088.32ab2ad01817.1107.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:807615f83dcd4ffa13653188a385fe30f5640af855f35cb552e61770229d2135
-size 15719
+oid sha256:320dce3305176043d8397e3d1016e3fe792ab430dadd0866ac3b4dc3ab2b9e65
+size 16073

runs/Apr16_23-28-06_32ab2ad01817/events.out.tfevents.1713310880.32ab2ad01817.1107.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32f9165681d442b01843bd4abc959a55f1b59116a2382e7b0d34cca8d9ab2de2
+size 463