metadata

license: apache-2.0
library_name: peft
tags:
  - generated_from_trainer
datasets:
  - samsum
base_model: vilsonrodrigues/falcon-7b-sharded
model-index:
  - name: falcon_7b_LoRA_r16_dialogue_summarization_12_20_2023
    results: []

falcon_7b_LoRA_r16_dialogue_summarization_12_20_2023

This model is a fine-tuned version of vilsonrodrigues/falcon-7b-sharded on the samsum 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: 32
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.01
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Framework versions

PEFT 0.7.2.dev0
Transformers 4.36.0
Pytorch 2.1.0+cu121
Datasets 2.15.0
Tokenizers 0.15.0