Instructions to use tingting/orpheus_3b_4bit__e4_lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tingting/orpheus_3b_4bit__e4_lora with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("tingting/orpheus_3b_4bit__e4_lora", dtype="auto", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

Unsloth Studio

How to use tingting/orpheus_3b_4bit__e4_lora with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for tingting/orpheus_3b_4bit__e4_lora to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for tingting/orpheus_3b_4bit__e4_lora to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for tingting/orpheus_3b_4bit__e4_lora to start chatting

Load model with FastModel

pip install unsloth
from unsloth import FastModel
model, tokenizer = FastModel.from_pretrained(
    model_name="tingting/orpheus_3b_4bit__e4_lora",
    max_seq_length=2048,
)

orpheus_3b_4bit__e4_lora / tokenizer.json

Commit History

Trained with Unsloth

6e2fe4f
verified

tingting commited on Mar 28, 2025

Commit History

Trained with Unsloth 6e2fe4f verified

Trained with Unsloth

6e2fe4f
verified