https://huggingface.co/lodestones
https://huggingface.co/lodestones/Chroma?not-for-all-audiences=true
https://huggingface.co/lodestones/Chroma1-Flash
https://huggingface.co/lodestones/Chroma1-Base
https://huggingface.co/lodestones/Chroma1-HD
https://huggingface.co/lodestones/Chroma1-Radiance
https://civitai.com/models/1330309/chroma
https://civitai.com/models/1956762/chroma1-hd-gguf-and-fp8
import torch
from diffusers import ChromaPipeline
pipe = ChromaPipeline.from_pretrained("lodestones/Chroma1-HD", torch_dtype=torch.bfloat16)
pipe.enable_model_cpu_offload()
prompt = [
"A high-fashion close-up portrait of a blonde woman in clear sunglasses. The image uses a bold teal and red color split for dramatic lighting. The background is a simple teal-green. The photo is sharp and well-composed, and is designed for viewing with anaglyph 3D glasses for optimal effect. It looks professionally done."
]
negative_prompt = ["low quality, ugly, unfinished, out of focus, deformed, disfigure, blurry, smudged, restricted palette, flat colors"]
image = pipe(
prompt=prompt,
negative_prompt=negative_prompt,
generator=torch.Generator("cpu").manual_seed(433),
num_inference_steps=40,
guidance_scale=3.0,
num_images_per_prompt=1,
).images[0]
image.save("chroma.png") |
Prompt: Bright colors, close-up photograph of a single tiger eye, direct frontal view. The iris is very detailed, and the pupil resembles a dark void. The word "Chroma" is across the upper portion of the image in large white stylized letters, with brush strokes. Each strand of the thick fur is highly detailed and distinguishable. Natural lighting to capture authentic eye shine and depth. "9B" is handwritten over the image in the top left corner.
Parameters: Steps: 40| Size: 512x512| Seed: 433| CFG scale: 3| App: SD.Next| Version: 3735e97| Pipeline: ChromaPipeline| Operations: txt2img| Model: chroma-unlocked-v48
Time: 3m 37.21s | total 271.95 pipeline 216.24 callback 39.56 preview 11.97 prompt 1.46 te 1.46 decode 0.95 gc 0.29 | GPU 27202 MB 22% | RAM 60.6 GB 49%
Prompt: Bright colors, close-up photograph of a single tiger eye, direct frontal view. The iris is very detailed, and the pupil resembles a dark void. The word "Chroma" is across the upper portion of the image in large white stylized letters, with brush strokes. Each strand of the thick fur is highly detailed and distinguishable. Natural lighting to capture authentic eye shine and depth. "9B" is handwritten over the image in the top left corner.
Parameters: Steps: 40| Size: 512x512| Seed: 433| CFG scale: 3| App: SD.Next| Version: 3735e97| Pipeline: ChromaPipeline| Operations: txt2img| Model: Chroma1-Base
Time: 3m 51.63s | total 306.36 pipeline 230.87 callback 45.67 preview 25.74 prompt 1.51 te 1.51 decode 0.75 gc 0.30 | GPU 27140 MB 22% | RAM 38.09 GB 31%
Prompt: Bright colors, close-up photograph of a single tiger eye, direct frontal view. The iris is very detailed, and the pupil resembles a dark void. The word "Chroma" is across the upper portion of the image in large white stylized letters, with brush strokes. Each strand of the thick fur is highly detailed and distinguishable. Natural lighting to capture authentic eye shine and depth. "9B" is handwritten over the image in the top left corner.
Negative: low quality, ugly, unfinished, out of focus, deformed, disfigure, blurry, smudged, restricted palette, flat colors
Parameters: Steps: 14| Size: 512x512| Seed: 21| CFG scale: 2.2| App: SD.Next| Version: 3735e97| Pipeline: ChromaPipeline| Operations: txt2img| Model: Chroma1-Flash
Time: 1m 18.75s | total 100.56 pipeline 78.05 callback 13.95 preview 4.56 prompt 1.50 te 1.50 decode 0.69 gc 0.29 | GPU 27176 MB 22% | RAM 43.73 GB 36%
| seed | chroma-unlocked-v48 | chroma-unlocked-v48-detail-calibrated | Chroma.1 base | chroma-unlocked-v50-annealed | Chroma1-HD | Chroma1-Flash |
|---|---|---|---|---|---|---|
| 433 |
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| 21 |
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21* (Neg prompt) |
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| 38 |
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| 42 |
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| 2025 |
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| 20251225 |
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| 2925654389 |
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Prompt: Bright colors, close-up photograph of a single tiger eye, direct frontal view. The iris is very detailed, and the pupil resembles a dark void. The word "Chroma" is across the upper portion of the image in large white stylized letters, with brush strokes. Each strand of the thick fur is highly detailed and distinguishable. Natural lighting to capture authentic eye shine and depth. "9B" is handwritten over the image in the top left corner.
Negative: low quality, ugly, unfinished, out of focus, deformed, disfigure, blurry, smudged, restricted palette, flat colors
Parameters: Steps: 14| Size: 512x512| Seed: 21| CFG scale: 1.0| App: SD.Next| Version: 3735e97| Pipeline: ChromaPipeline| Operations: txt2img| Model: Chroma1-Flash
Time: 41.07s | total 65.53 pipeline 40.36 callback 13.40 preview 7.79 prompt 1.49 te 1.49 decode 0.70 gc 0.29 | GPU 27176 MB 22% | RAM 42.89 GB 35%
Steps: 14| Seed: 21| CFG scale: 1.0 |
Steps: 14| Seed: 21| CFG scale: 1.1 |
Steps: 14| Seed: 21| CFG scale: 1.2 |
Steps: 14| Seed: 21| CFG scale: 1.3 |
Steps: 14| Seed: 21| CFG scale: 1.4 |
Steps: 14| Seed: 21| CFG scale: 1.5 |
Steps: 14| Seed: 21| CFG scale: 1.6 |
Steps: 14| Seed: 21| CFG scale: 1.7 |
Steps: 14| Seed: 21| CFG scale: 1.8 |
Steps: 14| Seed: 21| CFG scale: 1.9 |
Steps: 14| Seed: 21| CFG scale: 2.0 |
Steps: 14| Seed: 21| CFG scale: 2.1 |
Steps: 14| Seed: 21| CFG scale: 2.2 |
Steps: 14| Seed: 21| CFG scale: 2.3 | Steps: 14| Seed: 21| CFG scale: 2.4 |