metadata

license: mit
library_name: peft
tags:
  - generated_from_trainer
base_model: facebook/esm2_t6_8M_UR50D
model-index:
  - name: esm2-t6-8M-lora-256-remote-homology-filtered
    results: []

esm2-t6-8M-lora-256-remote-homology-filtered

This model is a fine-tuned version of facebook/esm2_t6_8M_UR50D on the None dataset.

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: 3e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 5
mixed_precision_training: Native AMP

Framework versions

PEFT 0.11.1
Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2