metadata
base_model: NousResearch/Meta-Llama-3-8B-Instruct
datasets:
- generator
library_name: peft
license: other
tags:
- trl
- sft
- generated_from_trainer
model-index:
- name: llama38binstruct_Mental_Health_Advice
results: []
llama38binstruct_Mental_Health_Advice
This model is a fine-tuned version of NousResearch/Meta-Llama-3-8B-Instruct on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 1.8914
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: 0.0002
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- training_steps: 100
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.4703 | 0.0260 | 25 | 1.9680 |
| 1.9358 | 0.0520 | 50 | 1.9278 |
| 1.987 | 0.0780 | 75 | 1.9066 |
| 2.312 | 0.1040 | 100 | 1.8914 |
Framework versions
- PEFT 0.11.1
- Transformers 4.42.4
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1