text to image

Top 100 text-to-image models by Hugging Face’s reported recent downloads. Check each model card and task-specific evaluation before choosing.

Snapshot: 2026-11-01T06:51:31.475Z. Rankings use this list’s declared public metric; missing values sort last, ties use record ID, and Trending retains source order.

#52

Ranked by 30-day downloads: 180,320

ByteDance/SDXL-Lightning

text-to-image · diffusers

180320 recent downloads · 2217 likes

#58

Ranked by 30-day downloads: 155,893

unsloth/Z-Image-GGUF

text-to-image · ggml

155893 recent downloads · 203 likes

#64

Ranked by 30-day downloads: 121,157

leejet/Z-Image-Turbo-GGUF

text-to-image · library not specified

121157 recent downloads · 61 likes

#65

Ranked by 30-day downloads: 120,352

unsloth/Qwen-Image-GGUF

text-to-image · ggml

120352 recent downloads · 36 likes

#66

Ranked by 30-day downloads: 119,586

leejet/Qwen-Image-2.1-GGUF

text-to-image · library not specified

119586 recent downloads · 43 likes

#67

Ranked by 30-day downloads: 119,033

Comfy-Org/Flux-1-Kontext-Dev

text-to-image · diffusion-single-file

119033 recent downloads · 198 likes

#69

Ranked by 30-day downloads: 117,564

Comfy-Org/HiDream

text-to-image · diffusion-single-file

117564 recent downloads · 217 likes

#70

Ranked by 30-day downloads: 113,397

AlperKTS/Krea2_FP8

text-to-image · diffusers

113397 recent downloads · 125 likes

#72

Ranked by 30-day downloads: 104,915

unsloth/FLUX.1-schnell

text-to-image · diffusers

104915 recent downloads · 7 likes

How these rankings work