metadata
library_name: peft
license: apache-2.0
base_model: mistral-community/pixtral-12b
tags:
- generated_from_trainer
model-index:
- name: couragestrong/tiai-pinch-v2-lora
results: []
couragestrong/tiai-pinch-v2-lora
This model is a fine-tuned version of mistral-community/pixtral-12b on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0260
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 2
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_ratio: 0.15
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.2117 | 1.0 | 32 | 0.8225 |
| 0.0004 | 2.0 | 64 | 0.0426 |
| 0.0035 | 3.0 | 96 | 0.0165 |
| 0.0001 | 4.0 | 128 | 0.0416 |
| 0.0059 | 5.0 | 160 | 0.0260 |
Framework versions
- PEFT 0.14.0
- Transformers 4.49.0.dev0
- Pytorch 2.1.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0