Chroma-GGUF Open-Source Quantized Model Collection - Multi-Precision Versions Adapt to Different Hardware Performance Requirements

Chroma GGUF

Developed by silveroxides

Chroma-GGUF is a collection of quantized models based on lodestones/Chroma, offering various precision levels to suit different hardware and performance requirements.

Image Generation Open Source License:Apache-2.0 #Multi-precision Quantization #Efficient Inference #Image Generation

Downloads 8,529

Release Time : 2/24/2025

Model Overview

This model is a GGUF quantized version collection of lodestones/Chroma, designed to reduce runtime resource demands through quantization while maintaining high performance.

Model Features

Multiple Quantization Versions

Offers various quantization versions from BF16 to Q3_K_L to meet different hardware and performance needs.

Efficient Inference

Reduces runtime memory and computational resource demands through quantization techniques.

Easy Deployment

GGUF format facilitates deployment and usage across various hardware platforms.

Model Capabilities

Text-to-Image Generation

Efficient Inference

Multi-precision Support

Use Cases

Creative Design

Art Creation

Generate artworks or design elements based on text descriptions.

Produces high-quality artistic images.

Education

Teaching Aid

Generate relevant visual materials based on educational content.

Enhances the appeal and comprehension of teaching materials.

## 🚀 Q8_M and Q4_K_S Model Resources

This project provides various quantization models based on the `lodestones/Chroma` base model, with a pipeline tag of `text - to - image`. The models are released under the Apache 2.0 license.

## 📦 Model Quantization Versions and Links

### Q8_M and Q4_K_S
The `Q8_M` and `Q4_K_S` models can be found at [Clybius/Chroma - GGUF](https://huggingface.co/Clybius/Chroma-GGUF).

### Other Quantization Versions
Here are other quantization versions of the model along with their preview images:

#### First Row
- **BF16**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-BF16.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/vWu52TewcRCC2WGudOVbB.png" height=192 width=192>
- **Q8_0**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-Q8_0.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/lxlCKpfkKhYkN7sqfMRqL.png" height=192 width=192>
- **Q6_K**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-Q6_K.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/vS3T3DICIKgQj66Vo9vRJ.png" height=192 width=192>

#### Second Row
- **Q5_1**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-Q5_1.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/juyZLbU5ndk-qH0UuSN94.png" height=192 width=192>
- **Q5_0**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-Q5_0.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/e3DV-W6d8dacODHV6iQxE.png" height=192 width=192>
- **Q5_K_S**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-Q5_K_S.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/RJMyAod5l9B00W0byua7Q.png" height=192 width=192>

#### Third Row
- **Q4_1**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-Q4_1.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/PHALUDJ6v7j9e-gCAOrLF.png" height=192 width=192>
- **Q4_K_M**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-Q4_K_M.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/tkNif9yvI-HDkwe9hFbzP.png" height=192 width=192>
- **Q4_0**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-Q4_0.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/raF3wPpYjZfJa_SXr1FLq.png" height=192 width=192>

#### Fourth Row
- **Q3_K_L**: [Link](https://huggingface.co/silveroxides/Chroma-GGUF/blob/main/chroma-unlocked-v10/chroma-unlocked-v10-Q3_K_L.gguf)
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64159ad9986557e8cac2e333/V4PflwbKdHDgdfQJri1ko.png" height=192 width=192>


## 📄 License
This project is licensed under the [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) license.

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