You can deploy this model and start earning money today!

Omarmoh22/
llama3-mentalhealth-lora

Name: llama3-mentalhealth-lora
Availability: InStock

peft

safetensors

generated_from_trainer

meta-llama/Llama-3.2-3B-Instruct

adapter

llama3.2

Views

No views yet

llama3-mentalhealth-lora

This model is a fine-tuned version of meta-llama/Llama-3.2-3B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0961

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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.4389	0.0387	30	1.4279
1.3152	0.0774	60	1.3127
1.2543	0.1161	90	1.2378
1.2401	0.1547	120	1.1978
1.179	0.1934	150	1.1773
1.1067	0.2321	180	1.1628
1.1272	0.2708	210	1.1526
1.198	0.3095	240	1.1443
1.1318	0.3482	270	1.1369
1.1394	0.3868	300	1.1318
1.1094	0.4255	330	1.1266
1.1909	0.4642	360	1.1228
1.1212	0.5029	390	1.1182
1.0792	0.5416	420	1.1145
1.0998	0.5803	450	1.1115
1.0635	0.6190	480	1.1084
1.081	0.6576	510	1.1062
1.0922	0.6963	540	1.1041
1.1165	0.7350	570	1.1020
1.0789	0.7737	600	1.1001
1.1166	0.8124	630	1.0989
1.1023	0.8511	660	1.0980
1.0757	0.8897	690	1.0971
1.0887	0.9284	720	1.0964
1.0861	0.9671	750	1.0961

Framework versions

PEFT 0.14.0
Transformers 4.48.3
Pytorch 2.6.0+cu124
Datasets 3.4.1
Tokenizers 0.21.1

Omarmoh22/llama3-mentalhealth-lora

llama3-mentalhealth-lora

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Omarmoh22/
llama3-mentalhealth-lora