stage2_v5 – AI Model by jarod0411 | AlphaNeural AI

You can deploy this model and start earning money today!

jarod0411/
stage2_v5

like

0

text-generation

generated_from_trainer

jarod0411/linker_v3

autotrain_compatible

text-generation-inference

endpoints_compatible

Views

No views yet

stage2_v5

This model is a fine-tuned version of linker_v5/stage1 on the jarod0411/linker_v3 dataset. It achieves the following results on the evaluation set:

Loss: 0.2448
Accuracy: 0.9165

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: 5e-05
train_batch_size: 24
eval_batch_size: 24
seed: 1
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 192
total_eval_batch_size: 192
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.3173	1.0	11304	0.2837	0.9060
0.284	2.0	22608	0.2613	0.9124
0.2719	3.0	33912	0.2546	0.9140
0.2654	4.0	45216	0.2511	0.9148
0.2613	5.0	56520	0.2489	0.9154
0.2586	6.0	67824	0.2474	0.9158
0.2569	7.0	79128	0.2463	0.9161
0.2553	8.0	90432	0.2455	0.9163
0.2545	9.0	101736	0.2450	0.9164
0.2539	10.0	113040	0.2448	0.9165

Framework versions

Transformers 4.38.0.dev0
Pytorch 2.2.0+cu121
Datasets 2.17.0
Tokenizers 0.15.2