metadata

license: apache-2.0
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: vilsonrodrigues/falcon-7b-instruct-sharded
model-index:
  - name: falcon-finetune-clinical-note
    results: []

falcon-finetune-clinical-note

This model is a fine-tuned version of vilsonrodrigues/falcon-7b-instruct-sharded 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: 0.0002
train_batch_size: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
training_steps: 180
mixed_precision_training: Native AMP

Training results

Framework versions

PEFT 0.10.1.dev0
Transformers 4.39.1
Pytorch 2.2.0
Datasets 2.18.0
Tokenizers 0.15.2