Gallery — every version of this photo Every version of this photo is kept. Nothing here was cooked or photographed — the images are generated on ATAILA hardware, and when the models or the prompt improve we regenerate and keep the old one so the difference is visible.
Version 5 Download this image
Licence: Stability Community License — Free for commercial use while the user's annual revenue is under $1M; attribution to Stability AI required.
What changed: A LICENSED model, for comparison: Stability AI's SD 3.5 Large instead of the Apache-2.0 Qwen-Image. Same prompt and seed as v4. It is free to use commercially only while the user's revenue is under $1M and requires attribution to Stability AI — real conditions, where Apache-2.0 has none. The result is also visibly weaker: it ignored the 45-degree angle and shot top-down, produced whole chillies instead of the thin rings asked for, and rendered the carp as featureless slabs with no skin or bone. Paying for a licence does not buy a better picture.
Image model sd3.5_large [15.3 GB]
Text encoder t5xxl_fp16 + clip_g + clip_l [10.1 GB]
Generated on prod-ai-03 GPU0
Settings 40 steps · cfg 4.5 · seed 962417839 The text encoder is listed because it changes what appears in the picture, not only how it looks.
Prompt Authentic Hungarian halaszle - fisherman's soup - photographed for a cookbook cover. A deep, glossy red-orange paprika broth fills a matte off-white ceramic bowl. The broth is slightly thickened and translucent where the light passes through it, with fine beads of paprika-tinted oil pooling on the surface. Three thick carp steaks sit half-submerged, skin on and lightly crisped at the edge, the pale flesh flaking away from the visible central bone. Two thin rings of hot cherry pepper float beside them and a light dusting of coarse sweet paprika sits on one steak. Faint steam rises from the surface. The bowl stands on a pale oak table with visible grain. Soft natural window light comes from the left, laying a gentle highlight across the broth and casting a soft shadow to the right. Photographed on a 50mm lens at f/2.8 from a 45-degree angle: the front steak is in sharp focus and the background falls gently out of focus. Editorial food photography, natural unsaturated colour, realistic wet textures, subsurface light in the fish flesh, no styling gimmicks.
Negative prompt whole fish, fish head, fish eye, tail, text, watermark, logo, hands, cutlery clutter, over-garnished, impossible steam, plastic-looking sauce, glossy CGI render, 3d render, illustration, cartoon, oversaturated, HDR halo, raw when it should be cooked, blurry, low quality, deformed, extra fingers, duplicated food, duplicated bowl, second bowl, unappetising
Version 4 · Default Download this image
Licence: Apache-2.0 — Free to use, including commercially. No attribution required, no revenue cap.
What changed: Best result this hardware can produce today. Same bf16 model as v3, but double the sampling steps (40 vs 20) with a higher-order sampler (res_multistep/beta) that rewards them, and a rewritten prompt that describes light, materials and optics instead of just listing ingredients — how the broth transmits light, that the skin is crisped and the flesh flakes from the bone, a 50mm lens at f/2.8. Resolution deliberately unchanged: 1472x1104 is Qwen-Image's native 4:3, and asking for more pixels off that ladder duplicates elements rather than adding detail.
Image model qwen_image_2512_bf16 [38.1 GB]
Text encoder qwen_2.5_vl_7b [15.4 GB]
Generated on prod-ai-03 GPU1+GPU2 (DisTorch2 split)
Settings 40 steps · cfg 3 · seed 962417839 The text encoder is listed because it changes what appears in the picture, not only how it looks.
Prompt Authentic Hungarian halaszle - fisherman's soup - photographed for a cookbook cover. A deep, glossy red-orange paprika broth fills a matte off-white ceramic bowl. The broth is slightly thickened and translucent where the light passes through it, with fine beads of paprika-tinted oil pooling on the surface. Three thick carp steaks sit half-submerged, skin on and lightly crisped at the edge, the pale flesh flaking away from the visible central bone. Two thin rings of hot cherry pepper float beside them and a light dusting of coarse sweet paprika sits on one steak. Faint steam rises from the surface. The bowl stands on a pale oak table with visible grain. Soft natural window light comes from the left, laying a gentle highlight across the broth and casting a soft shadow to the right. Photographed on a 50mm lens at f/2.8 from a 45-degree angle: the front steak is in sharp focus and the background falls gently out of focus. Editorial food photography, natural unsaturated colour, realistic wet textures, subsurface light in the fish flesh, no styling gimmicks.
Negative prompt whole fish, fish head, fish eye, tail, text, watermark, logo, hands, cutlery clutter, over-garnished, impossible steam, plastic-looking sauce, glossy CGI render, 3d render, illustration, cartoon, oversaturated, HDR halo, raw when it should be cooked, blurry, low quality, deformed, extra fingers, duplicated food, duplicated bowl, second bowl, unappetising
Version 3 Download this image
Licence: Apache-2.0 — Free to use, including commercially. No attribution required, no revenue cap.
What changed: Full-precision diffusion model. v2 still ran the fp8-quantised image model; this is the same model at bf16 — 38.1 GB of weights instead of 19.0 GB. It does not fit a 24 GB card, so it is split across two RTX 3090s. Identical prompt, seed and sampler to v2: precision is the only variable. Sharper skin and bone detail, and a broth that reads as liquid rather than paint.
Image model qwen_image_2512_bf16 [38.1 GB]
Text encoder qwen_2.5_vl_7b [15.4 GB]
Generated on prod-ai-03 GPU1+GPU2 (DisTorch2 split)
Settings 20 steps · cfg 2.5 · seed 962417839 The text encoder is listed because it changes what appears in the picture, not only how it looks.
Prompt Hungarian fisherman's soup: a deep red paprika broth in a matte ceramic bowl, with three thick carp steaks on the bone submerged in the broth, a few thin slices of hot red pepper floating on top, a light dusting of paprika. Photographed on a light oak surface, natural window light from the left, soft shadows, shallow depth of field, 45-degree angle. Professional food photography, appetising, true-to-ingredient colours, realistic textures.
Negative prompt text, watermark, logo, hands, cutlery clutter, over-garnished, impossible steam, plastic-looking sauce, raw when it should be cooked, blurry, low quality, deformed, extra fingers, duplicated food, unappetising
Version 2 Download this image
Licence: Apache-2.0 — Free to use, including commercially. No attribution required, no revenue cap.
What changed: Full-precision text encoder (fp8 → bf16) and a prompt that describes the plate — carp steaks in paprika broth — instead of only naming the dish. v1 put a whole fish in the bowl.
Image model qwen_image_2512_fp8_e4m3fn [19.0 GB]
Text encoder qwen_2.5_vl_7b [15.4 GB]
Generated on prod-ai-03 GPU0
Settings 20 steps · cfg 2.5 · seed 962417839 The text encoder is listed because it changes what appears in the picture, not only how it looks.
Prompt Hungarian fisherman's soup: a deep red paprika broth in a matte ceramic bowl, with three thick carp steaks on the bone submerged in the broth, a few thin slices of hot red pepper floating on top, a light dusting of paprika. Photographed on a light oak surface, natural window light from the left, soft shadows, shallow depth of field, 45-degree angle. Professional food photography, appetising, true-to-ingredient colours, realistic textures.
Negative prompt text, watermark, logo, hands, cutlery clutter, over-garnished, impossible steam, plastic-looking sauce, raw when it should be cooked, blurry, low quality, deformed, extra fingers, duplicated food, unappetising
Version 1 Download this image
Licence: Apache-2.0 — Free to use, including commercially. No attribution required, no revenue cap.
Image model qwen_image_2512_fp8_e4m3fn [19.0 GB]
Text encoder qwen_2.5_vl_7b_fp8_scaled [8.7 GB]
Generated on prod-ai-03 GPU0
Settings 20 steps · cfg 2.5 · seed 668652109 The text encoder is listed because it changes what appears in the picture, not only how it looks.
Prompt Fisherman's Soup. Rich paprika fish soup. Photographed in a matte ceramic bowl or plate on a light oak surface, natural window light from the left, soft shadows, shallow depth of field, 45-degree angle, garnished simply and appropriately for the dish. Professional food photography, appetising, true-to-ingredient colours, realistic textures.
Negative prompt text, watermark, logo, hands, cutlery clutter, over-garnished, impossible steam, plastic-looking sauce, raw when it should be cooked, blurry, low quality, deformed, extra fingers, duplicated food, unappetising
Uploaded photo — not generated