metadata
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: falcon-7b-instruct-FT-LoRA-8bit-test1
results: []
falcon-7b-instruct-FT-LoRA-8bit-test1
This model is a fine-tuned version of tiiuae/falcon-7b-instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9608
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: 0.0003
- train_batch_size: 16
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.5166 | 0.85 | 200 | 1.5187 |
| 1.0449 | 1.71 | 400 | 1.1572 |
| 0.6828 | 2.56 | 600 | 0.9608 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.0
- Tokenizers 0.13.3