unslothai/unsloth

[Feature] Add FT support for the Qwen3-TTS model.

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#3,951 opened on Jan 29, 2026

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 (7 comments) (1 reaction) (0 assignees)Python (5,658 forks)batch import
feature requestgood first issuehelp wanted

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Description

The Qwen3-TTS model is quite successful and supports the transformers library. It would be great if we could fine-tune it with Unsloth support.

Contributor guide

Research direction
Study the existing model integration pattern in Unsloth, particularly how other TTS or Qwen models are added. Extend the FT pipeline to load Qwen3 TTS and apply LoRA/QLoRA.
Tech stack
pythonpytorch
Domain
machine learningai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonPyTorchtransformersUnsloth basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70