llama-mixlora – AI Model by twanghcmut | AlphaNeural AI

You can deploy this model and start earning money today!

twanghcmut/
llama-mixlora

like

0

text-generation

generated_from_trainer

meta-llama/Llama-2-7b-hf

text-generation-inference

endpoints_compatible

Views

No views yet

llama-mixlora

This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.0766

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: 32
eval_batch_size: 32
seed: 42
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
lr_scheduler_warmup_steps: 100
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
0.9748	1.0	647	0.9865
0.9212	2.0	1294	0.9762
0.9094	3.0	1941	0.9790
0.8838	4.0	2588	0.9947
0.815	5.0	3235	1.0066
0.8118	6.0	3882	1.0259
0.7635	7.0	4529	1.0519
0.7363	8.0	5176	1.0647
0.7229	9.0	5823	1.0735
0.7148	10.0	6470	1.0766

Framework versions

Transformers 4.57.1
Pytorch 2.9.1+cu128
Datasets 4.4.1
Tokenizers 0.22.1