local_model_directory

This model is a fine-tuned version of scb10x/typhoon-7b on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.4505

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: 8
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 2
• num_epochs: 100
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
5.0407	0.9524	5	4.8168
3.5268	1.9048	10	2.1234
1.9397	2.8571	15	1.2800
1.0223	4.0	21	0.7717
0.8135	4.9524	26	0.5757
0.6574	5.9048	31	0.5178
0.5833	6.8571	36	0.4854
0.4549	8.0	42	0.4494
0.5012	8.9524	47	0.4294
0.514	9.9048	52	0.4505

Framework versions

• PEFT 0.11.1
• Transformers 4.42.3
• Pytorch 2.3.1+cu121
• Datasets 2.20.0
• Tokenizers 0.19.1