---
base_model: unsloth/llama-3.2-1b-instruct-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- gguf
license: apache-2.0
language:
- en
---
# IPAFuzzv1amav5: Fine-tuned LLaMA 3.2 (1B) for IPA Pronunciations

## Overview
IPAFuzzv1amav5 is a fine-tuned LLaMA 3.2 (1B) model trained using Unsloth to generate all possible pronunciations in the International Phonetic Alphabet (IPA) for a given name spelled in English script.

## Features
- Generates multiple possible IPA transcriptions for a given name
- Handles regional and dialectal variations
- Supports ambiguous spellings
- Efficient inference with optimized fine-tuning via Unsloth

## Model Details
- **Base Model:** LLaMA 3.2 (1B)
- **Fine-tuning Framework:** Unsloth
- **Training Data:** Names with known IPA transcriptions from multiple linguistic sources
- **Objective:** Predict all phonetic variations for a given input name


## Example Outputs
| Name  | IPA Transcriptions |
|-------|-------------------|
| Alice | /ˈælɪs/, /ˈeɪlɪs/, /ˈælɪs/ |
| John  | /dʒɒn/, /dʒɔn/, /dʒɑn/ |

## License
MIT License

## Acknowledgments
- Meta for LLaMA 3.2
- Unsloth for efficient model fine-tuning
- Open-source linguistic datasets


# Uploaded  model

- **Developed by:** Noeai
- **License:** apache-2.0
- **Finetuned from model :** unsloth/llama-3.2-1b-instruct-bnb-4bit



[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)