---
license: apache-2.0
base_model: apple/OpenELM-450M
library_name: peft
tags:
  - lora
  - openelm
  - gsm8k
  - math
  - adapter
  - transformers
  - peft
---

# 🧸 OpenELM-450M LoRA Adapter — Fine-Tuned on GSM8K

This is a **LoRA adapter** trained on the [GSM8K](https://huggingface.co/datasets/gsm8k) dataset using [Apple's OpenELM-450M](https://huggingface.co/apple/OpenELM-450M) base model.
---

## Model Details

- **Base model**: [`apple/OpenELM-450M`](https://huggingface.co/apple/OpenELM-450M)
- **Adapter type**: [LoRA](https://arxiv.org/abs/2106.09685) via [PEFT](https://github.com/huggingface/peft) (float32)
- **Trained on**: GSM8K (math word problems)
- **Languages**: English
- **License**: Apache 2.0

---

## How to Use

```python
from transformers import AutoModelForCausalLM, AutoTokenizer

base_model = AutoModelForCausalLM.from_pretrained("apple/OpenELM-450M")
tokenizer = AutoTokenizer.from_pretrained("EleutherAI/gpt-neo-125M")