ecc2b8dc-3f2b-485b-ad43-af7d64536eea

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: 0.3961

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: 0.000218
• train_batch_size: 4
• eval_batch_size: 4
• seed: 180
• 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	0.0002	1	0.9534
0.5504	0.0104	50	0.5831
0.6452	0.0208	100	0.5537
0.5554	0.0312	150	0.5378
0.566	0.0416	200	0.5338
0.4541	0.0520	250	0.5013
0.4437	0.0624	300	0.4651
0.4195	0.0728	350	0.4388
0.4642	0.0832	400	0.4156
0.3864	0.0936	450	0.3997
0.4153	0.1040	500	0.3961

Framework versions

• PEFT 0.13.2
• Transformers 4.46.0
• Pytorch 2.5.0+cu124
• Datasets 3.0.1
• Tokenizers 0.20.1