Noeai/IPAFuzzylamav5

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