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irotem98/
sana_bullet

Name: sana_bullet
Availability: InStock

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sana_bullet

Fast finetuned one-step Sana checkpoint for the standalone sana_bullet GPU inference stack.

One-Line Generation

python

# pip install "git+https://github.com/rotem154154/sana_bullet.git"
from sana_bullet import generate_image

image = generate_image(
    "a cinematic portrait of a fox in soft winter light",
    model="irotem98/sana_bullet",
)
image

`from_pretrained(...)` Loading

python

# pip install "git+https://github.com/rotem154154/sana_bullet.git"
from sana_bullet import SanaBulletPipeline

pipe = SanaBulletPipeline.from_pretrained("irotem98/sana_bullet")
image = pipe.generate("a retro-futuristic motorcycle speeding through neon rain")
image

Server Usage

bash

pip install "git+https://github.com/rotem154154/sana_bullet.git"
export SANA_BULLET_CHECKPOINT_REPO_ID="irotem98/sana_bullet"
python -m sana_bullet.ui_server

Files

step0003000.pt: finetuned transformer checkpoint

Base Stack

Base model: Efficient-Large-Model/Sana_Sprint_1.6B_1024px_diffusers
VAE: dc-ai/dc-ae-lite-f32c32-diffusers

Notes

The checkpoint is designed for GPU inference.
The higher-level Python API lives in the GitHub repo, while this model repo only hosts the weights and model card.

irotem98/sana_bullet