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
