End of training

README.md

@@ -0,0 +1,63 @@
+---
+base_model: cardiffnlp/twitter-roberta-base-sentiment
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: fine-tuned-cardiffnlp-twitter-roberta-base-sentiment-finance-dataset
+ 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. -->
+
+# fine-tuned-cardiffnlp-twitter-roberta-base-sentiment-finance-dataset
+
+This model is a fine-tuned version of [cardiffnlp/twitter-roberta-base-sentiment](https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3123
+- Accuracy: 0.8559
+
+## 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: 120
+- eval_batch_size: 120
+- 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 | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log | 1.0 | 80 | 0.3123 | 0.8559 |
+| No log | 2.0 | 160 | 0.3200 | 0.8576 |
+| No log | 3.0 | 240 | 0.3538 | 0.8819 |
+| No log | 4.0 | 320 | 0.3695 | 0.8882 |
+| No log | 5.0 | 400 | 0.4108 | 0.8869 |
+
+
+### Framework versions
+
+- Transformers 4.40.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f7119a1c1c7823b0c7ccfc1ac6a68bfa49dbe801fd962767a9cd6dd41dbd5f0c
+oid sha256:69c8c9b4c266a12b2a74263b24d5e6d4a207724608db63b42493034ff3983dab
 size 498615900

runs/May10_21-24-59_54b55c9742d5/events.out.tfevents.1715376343.54b55c9742d5.1178.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:585a18d1e951cd6b0e9c19b89ddfb295d767dbab3174a6f00064a4dfef592fef
-size 6671
+oid sha256:0dae9a489ae46b4c8560cdefa3c9d8a76f0a3adbc78162999cf5fbd8b1c421cf
+size 7025

runs/May10_21-24-59_54b55c9742d5/events.out.tfevents.1715377444.54b55c9742d5.1178.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40dc1650ebb8714c4a8940e0bef881abc8c32c1b2d53636d83c0aad106800ecf
+size 411