metadata

license: apache-2.0
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
  - ipex
  - Intel Max 1550 GPU
  - intel
base_model: tiiuae/falcon-7b
model-index:
  - name: falcon-7B-dolly-sft-LoRA
    results: []
datasets:
  - databricks/databricks-dolly-15k

falcon-7B-dolly-sft-LoRA

This model is a fine-tuned version of tiiuae/falcon-7b on databricks/databricks-dolly-15k.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

databricks/databricks-dolly-15k

Hardware

Trained model on Intel Max 1550 GPU

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.05
training_steps: 593

Framework versions

PEFT 0.11.1
Transformers 4.41.2
Pytorch 2.1.0.post0+cxx11.abi
Datasets 2.19.1
Tokenizers 0.19.1