metadata
license: apache-2.0
library_name: peft
tags:
- trl
- sft
- unsloth
- generated_from_trainer
datasets:
- generator
base_model: unsloth/mistral-7b
model-index:
- name: mistral-7b-int4-dolly-15k-english-unsloth-w-packing
results: []
mistral-7b-int4-dolly-15k-english-unsloth-w-packing
This model is a fine-tuned version of unsloth/mistral-7b on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 1.3106
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: 6
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.3158 | 0.68 | 100 | 1.2752 |
| 1.2027 | 1.36 | 200 | 1.2751 |
| 1.1523 | 2.04 | 300 | 1.2927 |
| 1.0319 | 2.72 | 400 | 1.3106 |
Framework versions
- PEFT 0.7.2.dev0
- Transformers 4.37.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.2.dev0
- Tokenizers 0.15.0