unsloth/Qwen-Image-2.1-Turbo-GGUF
text-to-image model by unsloth
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
This is a GGUF quantized version of Qwen-Image-2.1-Turbo, the 8-step distilled checkpoint of Qwen-Image-2.1. unsloth/Qwen-Image-2.1-Turbo-GGUF uses Unsloth Dynamic 2.0 methodology for SOTA performance. LPIPS (AlexNet, lower is better) against the bf16 Turbo transformer, same text encoder, VAE, prompts and seeds, 1024x1024, 8 steps, CFG 1, rendered through Unsloth Desktop's diffusers route. Mean with 95% bootstrap CI over 8 prompts x 2 seeds; the held-out column uses 8 further prompts x 2 seeds that were not part of the importance-matrix calibration. Two bf16 runs of the same seeds give 0.000 (run-to-run floor). Recommended: Q4KM (4.20 GB) for most GPUs. For output closest to bf16 use Q80 (7.64 GB); Q6KXL / Q6K sit in between. The 2- and 3-bit files fit very small cards but drift visibly from bf16 at 8 steps, so prefer Q3KXL over Q3KM / Q3KS / Q2K when you must go below 4 GB. Load a file from…
Read the full model card ↗ · Preview checked 2026-10-29T23:34:25.399Z
Inside the original model card — Document outline
- Read our How to Run Qwen-Image-2.1 Guide!
- Files
- Run in Unsloth Desktop
- Run in ComfyUI
- Run with stable-diffusion.cpp
- Samples
- Introduction
- Quick Start
- Installation
- Text-to-Image
- Image Editing
- Sampling
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the model card
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: other. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
unsloth/Qwen-Image-2.1-Turbo-GGUF is a text-to-image model repository published by unsloth on Hugging Face. The source reports the gguf library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-to-image
- Library
- gguf
- Recent downloads (30 days)
- 838,195
- Cumulative likes
- 72
- Hugging Face trending score
- 10
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- other
- Access
- Not gated by Hugging Face
- Created
- 2026-10-10T05:33:27.000Z
- Last modified
- 2026-10-10T05:34:23.000Z
Compatibility and lineage
Reported languages: en, zh
Reported base models: Qwen/Qwen-Image-2.1-Turbo
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-01T06:51:31.475Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
Related models
stabilityai/stable-diffusion-xl-base-1.0
abenzerps/Qwen-Image-2.1-Uncensored-Quantized