5b429f9b-e2b7-4c2d-9e8d-d792eb734c7c

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: 0.5999

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: 0.000201
• train_batch_size: 4
• eval_batch_size: 4
• seed: 10
• 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: 325

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.0031	1	0.7796
0.6571	0.1541	50	0.7841
0.7225	0.3082	100	0.8672
0.7218	0.4622	150	0.8093
0.6369	0.6163	200	0.7130
0.5724	0.7704	250	0.6463
0.5415	0.9245	300	0.5999

Framework versions

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