Edit model card

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

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-06
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 8
  • distributed_type: multi-GPU
  • num_devices: 4
  • total_train_batch_size: 16
  • total_eval_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 50
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss
11.2812 0.0 1 11.5156
5.0938 0.2 62 5.1016
3.5703 0.4 124 3.7161
2.582 0.6 186 2.9010
2.2109 0.8 248 2.5156
1.9824 1.0 310 2.3477
1.8594 1.18 372 2.1960
1.748 1.38 434 2.1667
1.748 1.58 496 2.0195
1.7617 1.78 558 2.0749
1.6582 1.98 620 1.9095
1.5762 2.16 682 1.9036
1.5586 2.36 744 1.8457
1.6016 2.56 806 1.8112
1.5195 2.76 868 1.8034
1.5645 2.96 930 1.7773
1.457 3.14 992 1.7474
1.4883 3.34 1054 1.7467
1.4648 3.54 1116 1.7676
1.5195 3.74 1178 1.7383
1.4531 3.94 1240 1.7383
1.4648 4.12 1302 1.7181
1.4121 4.32 1364 1.7272
1.4727 4.52 1426 1.7259
1.4219 4.72 1488 1.7240
1.5137 4.92 1550 1.7227

Framework versions

  • Transformers 4.37.0.dev0
  • Pytorch 2.1.2+cu121
  • Datasets 2.15.0
  • Tokenizers 0.15.0

Built with Axolotl

Downloads last month
0
Safetensors
Model size
2.78B params
Tensor type
BF16
·
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Dataset used to train TRAC-MTRY/traclm-v1-3b-instruct