metadata

license: apache-2.0
base_model: tiiuae/falcon-7b-instruct
tags:
  - generated_from_trainer
datasets:
  - bactrian-x
model-index:
  - name: falcon7binstruct_arabic_13OCT
    results: []

falcon7binstruct_arabic_13OCT

This model is a fine-tuned version of tiiuae/falcon-7b-instruct on the bactrian-x 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

Training results

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1