metadata
license: other
library_name: peft
tags:
- llama-factory
- lora
- unsloth
- generated_from_trainer
base_model: unsloth/llama-3-70b-Instruct-bnb-4bit
model-index:
- name: sft
results: []
sft
This model is a fine-tuned version of unsloth/llama-3-70b-Instruct-bnb-4bit on the patents_G06F17-30_cla_abs_det_sample_940_balance_train_llama-factory dataset. It achieves the following results on the evaluation set:
- Loss: 0.3383
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: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.3548 | 1.3378 | 100 | 0.3388 |
| 0.271 | 2.6756 | 200 | 0.3383 |
Framework versions
- PEFT 0.10.0
- Transformers 4.40.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1