Text-to-Speech
Transformers
Safetensors
Qwen3-TTS
English
text-generation
tts
qwen
qwen3
qwen3-tts
voice-design
merged-lora
fine-tuned
audio
Instructions to use matthewliu0302/sft-tts-2000 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use matthewliu0302/sft-tts-2000 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-to-speech", model="matthewliu0302/sft-tts-2000")# Load model directly from transformers import AutoModelForSeq2SeqLM model = AutoModelForSeq2SeqLM.from_pretrained("matthewliu0302/sft-tts-2000", dtype="auto") - Notebooks
- Google Colab
- Kaggle
ckpt-800 β merged
Self-contained snapshot of magma90909/vocence_miner_v3
with the ckpt-800 LoRA adapter folded into the Talker weights.
No PEFT layers at runtime β load directly with Qwen3TTSModel.from_pretrained.
Quick start
from qwen_tts import Qwen3TTSModel
wrap = Qwen3TTSModel.from_pretrained("ratrys/sft-tts-800")
wavs, sr = wrap.generate_voice_design(
text="Hello, this is a test.",
instruct="A young adult female speaker speaks calmly at a normal pace.",
language="english",
temperature=0.9, top_p=1.0, top_k=50,
repetition_penalty=1.05, max_new_tokens=600,
)
Repository layout
Same shape as the upstream macminix repo:
config.json,model.safetensorsβ Qwen3-TTS Talker + Code Predictor (merged)speech_tokenizer/β 12.5 fps Γ 16 codebook neural codec (unchanged)tokenizer.*,vocab.json,merges.txt,added_tokens.json,special_tokens_map.jsonβ Qwen2 BPE tokenizergeneration_config.json,preprocessor_config.jsonvocence_config.yaml,chute_config.ymlβ runtime + Chutes deploy hints
You can drop your own miner.py into this repo (same contract as macminix's:
class Miner with __init__(path_hf_repo: Path), warmup(),
generate_wav(instruction, text) β (np.ndarray, int)); the standard
Vocence chute wrapper will load this model unchanged.
Provenance
See merge_info.json for the exact base path, adapter
path, LoRA hyperparameters, and merge timestamp.
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Model tree for matthewliu0302/sft-tts-2000
Base model
magma90909/vocence_miner_v3