Serveurperso/Qwen3-TTS-GGUF

text-to-speech model by Serveurperso

Open original source ↗

From the publisher

Model card & documentation

Source preview

Read the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.

GGUF weights for qwentts.cpp, a C++17/GGML port of Qwen3-TTS 12 Hz (Qwen team, Alibaba). Multilingual zero shot TTS with named speakers and Mandarin dialects, 24 kHz mono. Runs on CPU, CUDA, Metal, Vulkan. Two GGUFs load together : qwen-talker-{size}-{mode}-{variant}.gguf Qwen3 LM + code predictor MTP head + optional speaker encoder, text -> 12 Hz codes qwen-tokenizer-12hz-{variant}.gguf SEANet + ConvNeXt + DAC v2 + RVQ, 12 Hz codes 24 kHz audio Three modes are available across two talker sizes : The tokenizer is shared across every talker. Set GGMLBACKEND to force a device, otherwise the runtime picks the best one available. Tokenizer GGUFs are not uniform quants. Three categories get a dedicated treatment : Conv kernel rows (K=7,3,1) never divide a K-quant block size, so the quantizer skips the Q intermediates and lands on F16 directly. This is the last resort branch of llama.cpp's tensortypefallback applied unconditionally for these kernels. F16…

Serveurperso/Qwen3-TTS-GGUF on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-31T13:06:03.183Z

Inside the original model card — Document outline
  1. Qwen3-TTS GGUF
  2. Files
  3. Quick start
  4. Backends
  5. Quantization policy
  6. Evaluation
  7. License

Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.

Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

Serveurperso/Qwen3-TTS-GGUF is a text-to-speech model repository published by Serveurperso on Hugging Face. The source reports the gguf library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
text-to-speech
Library
gguf
Recent downloads (30 days)
841,070
Cumulative likes
65
Hugging Face trending score
4
Reported safetensors parameters
Not reported
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-05-11T16:54:36.000Z
Last modified
2026-09-09T15:05:30.000Z

Compatibility and lineage

Reported languages: zh, en, fr, de, es, it, pt, ja, ko, ru, ar

Reported base models: Qwen/Qwen3-TTS-Tokenizer-12Hz, Qwen/Qwen3-TTS-12Hz-0.6B-Base, Qwen/Qwen3-TTS-12Hz-0.6B-CustomVoice, Qwen/Qwen3-TTS-12Hz-1.7B-Base, Qwen/Qwen3-TTS-12Hz-1.7B-CustomVoice, Qwen/Qwen3-TTS-12Hz-1.7B-VoiceDesign

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.

Model card and usage instructions

Model files and configuration

Community discussion

Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-11-01T06:52:33.137Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

Open original source

Related models

hexgrad/Kokoro-82M

audio-cpp/audio.cpp-gguf

coqui/XTTS-v2

k2-fsa/OmniVoice

ResembleAI/chatterbox

pnnbao-ump/VieNeu-TTS-v3-Turbo