metadata
library_name: peft
license: apache-2.0
base_model: NousResearch/Nous-Hermes-2-SOLAR-10.7B
tags:
- axolotl
- generated_from_trainer
model-index:
- name: 9871a2df-076d-41df-9855-adc30b892ead
results: []
9871a2df-076d-41df-9855-adc30b892ead
This model is a fine-tuned version of NousResearch/Nous-Hermes-2-SOLAR-10.7B on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3663
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: 0.000214
- train_batch_size: 4
- eval_batch_size: 4
- seed: 140
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 50
- training_steps: 500
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.0004 | 1 | 0.9532 |
| 0.4759 | 0.0208 | 50 | 0.5046 |
| 0.5449 | 0.0416 | 100 | 0.5162 |
| 0.4928 | 0.0624 | 150 | 0.4712 |
| 0.4794 | 0.0832 | 200 | 0.4591 |
| 0.431 | 0.1040 | 250 | 0.4351 |
| 0.4421 | 0.1248 | 300 | 0.4267 |
| 0.3983 | 0.1456 | 350 | 0.3934 |
| 0.391 | 0.1664 | 400 | 0.3778 |
| 0.3407 | 0.1871 | 450 | 0.3683 |
| 0.4067 | 0.2079 | 500 | 0.3663 |
Framework versions
- PEFT 0.13.2
- Transformers 4.46.0
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1