Text-to-Speech
Transformers
Safetensors
English
llama
text-generation
unsloth
tts
orpheus
text-generation-inference
Instructions to use innovationm-ai/orpheus-tts-3b-finetuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use innovationm-ai/orpheus-tts-3b-finetuned with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-to-speech", model="innovationm-ai/orpheus-tts-3b-finetuned")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("innovationm-ai/orpheus-tts-3b-finetuned") model = AutoModelForCausalLM.from_pretrained("innovationm-ai/orpheus-tts-3b-finetuned", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Desktop
metadata
base_model:
- canopylabs/orpheus-3b-0.1-ft
tags:
- transformers
- unsloth
- tts
- orpheus
license: apache-2.0
language:
- en
datasets:
- innovationm-ai/dailytalk-male
- innovationm-ai/dailytalk-female
pipeline_tag: text-to-speech
library_name: transformers
Orpheus-3B (Fine-Tuned) β InnovationM
This repository contains a fine-tuned variant of Orpheus TTS 3B β a state-of-the-art speech generation framework originally developed by Canopy Labs.
Fine-Tuned Model Description
This model is derived from the base checkpoint canopylabs/orpheus-3b-0.1-ft, fine-tuned using the Unsloth optimization framework, which enables up to 2Γ faster training with reduced memory footprint.
Additional alignment and adaptation were performed with the Hugging Face TRL (Training Reinforcement Learning) library.
Audio Samples
Before Finetuning (Female Voice)
After Finetuning (Male Voice)
Fine-Tuned Model Information
- Fine-tuned by:
InnovationM's AI Team - Organization: InnovationM
- License: Apache-2.0
- Base Model:
canopylabs/orpheus-3b-0.1-ft - Dataset Used:
aiAtInnovationM/dailytalk-male
Special Thanks
- Canopy Labs Research Team β for creating and open-sourcing the original CSM architecture and research.
- Unsloth Team β for providing the high-efficiency training framework enabling optimized fine-tuning workflows.
- Meta AI & Llama Team β for developing and releasing the foundational Llama models that support the Orpheus architecture and its derivatives.
Authors
Original Model Authors
Canopy Labs Team.
Fine-Tuned Model Authors
The InnovationM team.
π Useful Resources
| Resource | Link |
|---|---|
| InnovationM Website | https://www.innovationm.com/ |
| InnovationM LinkedIn | https://in.linkedin.com/company/innovationm |
| Fine-Tuning Notebook | https://colab.research.google.com/drive/17ZeVLF8Q1P9juIKftijN9uwl2LrfMeCz?usp=drive_link |
| Base Model | https://huggingface.co/unsloth/csm-1b |
π Citation
If you use this model in your research, please cite both Canopy Labs Model and this InnovationM fine-tuned version.
@misc{innovationm2025,
title = {Orpheus-3B Fine-Tuned Model},
author = {InnovationM},
howpublished = {Hugging Face},
year = {2025}
}