---
base_model: mlx-community/Phi-4-mini-instruct-4bit
library_name: mlx
tags:
  - lora
  - mlx
  - finance
---

# bha6kar/finance-lora-phi-4-mini

LoRA adapter fine-tuning [`mlx-community/Phi-4-mini-instruct-4bit`](https://huggingface.co/mlx-community/Phi-4-mini-instruct-4bit) on the [`gbharti/finance-alpaca`](https://huggingface.co/datasets/gbharti/finance-alpaca) financial instruction dataset with [MLX](https://github.com/ml-explore/mlx).

- Test perplexity: 33.933 (base) to 7.184 (tuned), across 3 seed(s).

## Use

```python
from mlx_lm import load, generate
model, tok = load("mlx-community/Phi-4-mini-instruct-4bit", adapter_path="<downloaded-adapter-dir>")
```

Produced by [slm-training](https://github.com/bha6kar/slm-training).