---
license: apache-2.0
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
base_model: tiiuae/falcon-7b
model-index:
- name: falcon7b-linear-equations
  results: []
datasets:
- Menouar/LinearEquations
language:
- en
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# falcon7b-linear-equations

This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on [Linear Equations Dataset](https://huggingface.co/datasets/Menouar/LinearEquations).

## Model description

The objective of this work is to fine-tune the [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on curated dataset of linear equations. 
The aim is to enhance the model’s ability to solve mathematical linear equations in the form of:
```
ay + b = dy + c.
```

## 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: 40
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 80
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.03
- training_steps: 1600

### Training results

[Training Results on TensorBoard](https://huggingface.co/Menouar/falcon7b-linear-equations/tensorboard)

### Framework versions

- PEFT 0.7.2.dev0
- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1