metadata
license: apache-2.0
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
base_model: Writer/palmyra-base
model-index:
- name: content
results: []
content
This model is a fine-tuned version of Writer/palmyra-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.5572
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 2
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.9539 | 0.4 | 286 | 1.6457 |
| 1.6716 | 0.8 | 572 | 1.5941 |
| 1.8268 | 1.2 | 858 | 1.5702 |
| 1.63 | 1.6 | 1144 | 1.5590 |
| 1.8811 | 2.0 | 1430 | 1.5572 |
Framework versions
- PEFT 0.10.0
- Transformers 4.39.1
- Pytorch 2.1.2
- Datasets 2.16.0
- Tokenizers 0.15.2