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
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README.md
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---
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base_model:
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tags:
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- transformers
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- unsloth
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<br/><br/>
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<a href="https://colab.research.google.com/drive/17ZeVLF8Q1P9juIKftijN9uwl2LrfMeCz?usp=drive_link">
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๐ Colab Notebook: Orpheus 3B TTS Finetuning
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</a>
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</div>
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# **Fine-Tuned Model Description**
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This model is derived from the base checkpoint **`
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Additional alignment and adaptation were performed with the **Hugging Face TRL** (Training Reinforcement Learning) library.
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### **Fine-Tuned Model Information**
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- **Fine-tuned by:** `InnovationM's AI Team`
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- **Organization:** [InnovationM](https://www.innovationm.com/)
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- **License:** Apache-2.0
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- **Base Model:** `
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- **Dataset Used:** `aiAtInnovationM/dailytalk-male`
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# **Special Thanks**
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| InnovationM LinkedIn | https://in.linkedin.com/company/innovationm |
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| Fine-Tuning Notebook | https://colab.research.google.com/drive/17ZeVLF8Q1P9juIKftijN9uwl2LrfMeCz?usp=drive_link |
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| Base Model | https://huggingface.co/unsloth/csm-1b |
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| Unsloth Framework | https://github.com/unslothai/unsloth |
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# ๐ **Citation**
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If you use this model in your research, please cite both **Canopy Labs Model** and this **InnovationM fine-tuned version**.
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```bibtex
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@misc{
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title = {Orpheus-3B Fine-Tuned Model},
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author = {InnovationM
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howpublished = {Hugging Face},
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year = {2025}
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}
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---
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base_model:
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- canopylabs/orpheus-3b-0.1-ft
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tags:
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- transformers
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- unsloth
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<br/><br/>
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<a href="https://colab.research.google.com/drive/17ZeVLF8Q1P9juIKftijN9uwl2LrfMeCz?usp=drive_link">
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๐ Colab Notebook: Orpheus 3B TTS Finetuning
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</a>
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</div>
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# **Fine-Tuned Model Description**
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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 **2ร faster training** with reduced memory footprint.
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Additional alignment and adaptation were performed with the **Hugging Face TRL** (Training Reinforcement Learning) library.
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### **Audio Samples**
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#### **Before Finetuning (Female Voice)**
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<audio controls>
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<source src="samples/before.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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#### **After Finetuning (Male Voice)**
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<audio controls>
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<source src="samples/after.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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### **Fine-Tuned Model Information**
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- **Fine-tuned by:** `InnovationM's AI Team`
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- **Organization:** [InnovationM](https://www.innovationm.com/)
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- **License:** Apache-2.0
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- **Base Model:** `canopylabs/orpheus-3b-0.1-ft`
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- **Dataset Used:** `aiAtInnovationM/dailytalk-male`
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# **Special Thanks**
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| InnovationM LinkedIn | https://in.linkedin.com/company/innovationm |
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| Fine-Tuning Notebook | https://colab.research.google.com/drive/17ZeVLF8Q1P9juIKftijN9uwl2LrfMeCz?usp=drive_link |
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| Base Model | https://huggingface.co/unsloth/csm-1b |
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# ๐ **Citation**
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If you use this model in your research, please cite both **Canopy Labs Model** and this **InnovationM fine-tuned version**.
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```bibtex
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@misc{innovationm2025,
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title = {Orpheus-3B Fine-Tuned Model},
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author = {InnovationM},
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howpublished = {Hugging Face},
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year = {2025}
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}
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