metadata
license: apache-2.0
base_model: tiiuae/falcon-rw-1b
tags:
- generated_from_trainer
model-index:
- name: '034'
results: []
034
This model is a fine-tuned version of tiiuae/falcon-rw-1b on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.6023
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: 0.004
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.05
- training_steps: 80
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.5706 | 0.0 | 10 | 5.1981 |
| 4.193 | 0.01 | 20 | 4.9740 |
| 3.8904 | 0.01 | 30 | 3.7232 |
| 3.4349 | 0.01 | 40 | 3.3234 |
| 2.9419 | 0.02 | 50 | 2.9871 |
| 2.7101 | 0.02 | 60 | 2.7579 |
| 2.5516 | 0.02 | 70 | 2.6366 |
| 2.4128 | 0.03 | 80 | 2.6023 |
Framework versions
- Transformers 4.32.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3