---
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
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# falcon-7B-dolly-sft-LoRA

This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/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