{"slug": "z-image-turbo", "name": "Z-Image Turbo", "category": "ai-models", "category_name": "AI models", "description": "", "recommenders": 11, "commenters": 19, "warners": 2, "score": 8.541, "rising": -3.6, "first": "2025-11-26", "latest": "2026-07-23", "why": "I use Z-Image Turbo daily -- it has replaced my stock photo subscriptions, for realism and illustrations.", "why_is_quote": true, "has_verdict": false, "sentiment": {"recommend": 13, "neutral": 7, "compare": 0, "warn": 3}, "spark": [1, 6, 3, 0, 0, 0, 0, 1, 2, 0, 0, 0], "listed": true, "loved": [], "caveat": "", "short_quote": "I use Z-Image Turbo daily -- it has replaced my stock photo subscriptions, for realism and illustrations.", "kind": "", "icon": true, "domain": "zimageturbo.app", "github_repo": null, "official_url": "https://github.com/Tongyi-MAI/Z-Image", "pricing": "", "aliases": ["Z-Image Turbo", "Z-Image", "Z-Image-Turbo", "Z Image Turbo", "z-image"], "verdict": null, "praise": [{"label": "", "summary": "", "quotes": [{"id": 784383968, "item_id": 49023998, "url": "https://news.ycombinator.com/item?id=49023998", "by": "vunderba", "date": "2026-07-23", "version": null, "stance": "recommend", "quote": "The two major image generation models are both by Alibaba - Z-Image and Qwen-Image", "excerpt": "The two major image generation models are both by Alibaba - Z-Image and Qwen-Image-2512/Qwen-Edit-2511. They are both decent but have different use-cases. Unfortunately with the recent Qwen-Image 2 and now 3 it doesn't seem likely that they're going to be doing any more open-weight image gen. https://huggingface.co/Tongyi-MAI/Z-Image-Turbo https://huggingface.co/Qwen/Qwen-Image-2512 https://huggingface.co/Qwen/Qwen-I", "context": "", "use_case": "", "switched_from": "", "story": "Startup founders urge Trump not to shut off Chinese open weight AI"}, {"id": 781809696, "item_id": 48863106, "url": "https://news.ycombinator.com/item?id=48863106", "by": "chmod775", "date": "2026-07-10", "version": null, "stance": "recommend", "quote": "That Z Image Turbo diffusion model would've also run on many consumer GPUs and with way higher performance for a fraction of the price", "excerpt": "This is more of an ad, not a review, and reads like the author has hardly any experience with the things he's trying out. That Z Image Turbo diffusion model would've also run on many consumer GPUs and with way higher performance for a fraction of the price. Misleading. Phoronix is better: https://www.phoronix.com/review/amd-ryzen-ai-halo", "context": "", "use_case": "", "switched_from": "", "story": "Hands-On with the AMD Ryzen AI Halo"}, {"id": 778581040, "item_id": 48661315, "url": "https://news.ycombinator.com/item?id=48661315", "by": "pwython", "date": "2026-06-24", "version": null, "stance": "recommend", "quote": "I use Z-Image Turbo daily -- it has replaced my stock photo subscriptions, for realism and illustrations.", "excerpt": "Looking forward to playing with Krea 2, I use Z-Image Turbo daily -- it has replaced my stock photo subscriptions, for realism and illustrations. May I ask how much did the training cost you?", "context": "", "use_case": "image generation, replacing stock photos", "switched_from": "", "story": "Krea 2 Technical Report"}, {"id": 746492576, "item_id": 46655786, "url": "https://news.ycombinator.com/item?id=46655786", "by": "CamperBob2", "date": "2026-01-16", "version": null, "stance": "recommend", "quote": "it still looks great most of the time", "excerpt": "Not in my experience. Flux 2 is much larger and heavily censored, and Qwen-Image is just plain not as good. You can fool me into thinking that Z-Image Turbo output isn't AI, while that's rarely the case with Qwen. Look at the images I posted elsewhere in this section. They are crappy excuses for pogo sticks, but they absolutely do NOT look like they came from a cell phone. Also see vunderba's page at https://genai-sh", "context": "", "use_case": "image generation", "switched_from": "", "story": "FLUX.2 [Klein]: Towards Interactive Visual Intelligence"}, {"id": 746477024, "item_id": 46654814, "url": "https://news.ycombinator.com/item?id=46654814", "by": "ollin", "date": "2026-01-16", "version": null, "stance": "recommend", "quote": "since Z-image Turbo was faster, also high-quality", "excerpt": "Z-Image is another open-weight image-generation model by Alibaba [1]. Z-Image Turbo was released around the same time as (non-Klein) FLUX.2 and received generally warmer community response [2] since Z-image Turbo was faster, also high-quality, and reportedly better at generating NSFW material. The base (non-Turbo) version of Z-Image is not yet released. [1] https://tongyi-mai.github.io/Z-Image-blog/ [2] https://www.r", "context": "", "use_case": "", "switched_from": "", "story": "FLUX.2 [Klein]: Towards Interactive Visual Intelligence"}]}], "caveats": [{"label": "", "summary": "", "quotes": [{"id": 751361106, "item_id": 46960069, "url": "https://news.ycombinator.com/item?id=46960069", "by": "GaggiX", "date": "2026-02-10", "version": null, "stance": "warn", "quote": "nano banana pro result is on a completely different league compare to flux.2 and z-image", "excerpt": ">In your example, z-image and Nano Banana Pro look basically equally photorealistic to me I disagree, nano banana pro result is on a completely different league compare to flux.2 and z-image. >But anyway, realistic environments like a street cafe are not suited to test for photorealism Why? It's the perfect settings in my opinion. Btw I don't think you are using nano banana pro, probably standard nano banana, I'm get", "context": "", "use_case": "", "switched_from": "", "story": "Qwen-Image-2.0: Professional infographics, exquisite photorealism"}, {"id": 751328576, "item_id": 46958036, "url": "https://news.ycombinator.com/item?id=46958036", "by": "GaggiX", "date": "2026-02-10", "version": null, "stance": "warn", "quote": "z-image still has a bit of AI look that I do not find with nano banana pro", "excerpt": "Are you sure you are not confusing nano banana pro for nano banana, z-image still has a bit of AI look that I do not find with nano banana pro, example for a comparison: https://i.ibb.co/YFtxs4hv/594068364-25101056889517041-3403691802764342974-n.jpg Also Imagen 4 and Nano Banana Pro are very different models.", "context": "", "use_case": "", "switched_from": "", "story": "Qwen-Image-2.0: Professional infographics, exquisite photorealism"}, {"id": 737062064, "item_id": 46066379, "url": "https://news.ycombinator.com/item?id=46066379", "by": "vunderba", "date": "2025-11-26", "version": null, "stance": "warn", "quote": "I personally don't find the Turbo/Lightning models super useful.", "excerpt": "This is the heavily distilled model. Generation speed is pretty impressive (reminds me of the old SDXL Turbo models) at around 3 seconds for a 1024x1024 image on my RTX 4x series card. I personally don't find the Turbo/Lightning models super useful. Doesn't really matter how fast the boat is if the compass is busted. Here's some mixed results: https://imgpb.com/exMoQ I'm looking forward to the non-distilled and editi", "context": "", "use_case": "Text-to-image generation", "switched_from": "", "story": "Z-Image Turbo Released \u2013 6B Parameter Text to Image Model"}]}], "who": [], "tags": [], "use_cases": ["image generation", "text-to-image generation", "image generation, replacing stock photos", "image generation model"], "compared": [{"slug": "flux", "name": "FLUX", "co": 6, "switched_from": 0, "switched_to": 0}, {"slug": "qwen-image", "name": "Qwen-Image", "co": 5, "switched_from": 0, "switched_to": 0}, {"slug": "nano-banana-pro", "name": "Nano Banana Pro", "co": 4, "switched_from": 0, "switched_to": 0}, {"slug": "comfyui", "name": "ComfyUI", "co": 3, "switched_from": 0, "switched_to": 0}, {"slug": "nano-banana", "name": "Nano Banana", "co": 2, "switched_from": 0, "switched_to": 0}, {"slug": "qwen", "name": "Qwen", "co": 2, "switched_from": 0, "switched_to": 0}], "makers": [], "threads": [{"url": "https://news.ycombinator.com/item?id=46095817", "title": "Z-Image: Powerful and highly efficient image generation model with 6B parameters", "mentions": 8}, {"url": "https://news.ycombinator.com/item?id=46957198", "title": "Qwen-Image-2.0: Professional infographics, exquisite photorealism", "mentions": 4}, {"url": "https://news.ycombinator.com/item?id=46653721", "title": "FLUX.2 [Klein]: Towards Interactive Visual Intelligence", "mentions": 3}, {"url": "https://news.ycombinator.com/item?id=49023016", "title": "Startup founders urge Trump not to shut off Chinese open weight AI", "mentions": 1}, {"url": "https://news.ycombinator.com/item?id=48861833", "title": "Hands-On with the AMD Ryzen AI Halo", "mentions": 1}, {"url": "https://news.ycombinator.com/item?id=48646659", "title": "Krea 2 Technical Report", "mentions": 1}], "sentiment_by_month": {"2025-11": {"warn": 1, "neutral": 1, "recommend": 1}, "2025-12": {"recommend": 6, "neutral": 4}, "2026-01": {"neutral": 1, "recommend": 3}, "2026-02": {"neutral": 1, "warn": 2}, "2026-03": {}, "2026-04": {}, "2026-05": {}, "2026-06": {"recommend": 1}, "2026-07": {"recommend": 2}, "2026-08": {}, "2026-09": {}, "2026-10": {}}, "versions": [], "version_unnamed": 19, "family_ref": null, "runs_on": null, "lines": [], "quotes": [{"id": 784383968, "item_id": 49023998, "url": "https://news.ycombinator.com/item?id=49023998", "by": "vunderba", "date": "2026-07-23", "version": null, "stance": "recommend", "quote": "The two major image generation models are both by Alibaba - Z-Image and Qwen-Image", "excerpt": "The two major image generation models are both by Alibaba - Z-Image and Qwen-Image-2512/Qwen-Edit-2511. They are both decent but have different use-cases. Unfortunately with the recent Qwen-Image 2 and now 3 it doesn't seem likely that they're going to be doing any more open-weight image gen. https://huggingface.co/Tongyi-MAI/Z-Image-Turbo https://huggingface.co/Qwen/Qwen-Image-2512 https://huggingface.co/Qwen/Qwen-I", "context": "", "use_case": "", "switched_from": "", "story": "Startup founders urge Trump not to shut off Chinese open weight AI"}, {"id": 781809696, "item_id": 48863106, "url": "https://news.ycombinator.com/item?id=48863106", "by": "chmod775", "date": "2026-07-10", "version": null, "stance": "recommend", "quote": "That Z Image Turbo diffusion model would've also run on many consumer GPUs and with way higher performance for a fraction of the price", "excerpt": "This is more of an ad, not a review, and reads like the author has hardly any experience with the things he's trying out. That Z Image Turbo diffusion model would've also run on many consumer GPUs and with way higher performance for a fraction of the price. Misleading. Phoronix is better: https://www.phoronix.com/review/amd-ryzen-ai-halo", "context": "", "use_case": "", "switched_from": "", "story": "Hands-On with the AMD Ryzen AI Halo"}, {"id": 778581040, "item_id": 48661315, "url": "https://news.ycombinator.com/item?id=48661315", "by": "pwython", "date": "2026-06-24", "version": null, "stance": "recommend", "quote": "I use Z-Image Turbo daily -- it has replaced my stock photo subscriptions, for realism and illustrations.", "excerpt": "Looking forward to playing with Krea 2, I use Z-Image Turbo daily -- it has replaced my stock photo subscriptions, for realism and illustrations. May I ask how much did the training cost you?", "context": "", "use_case": "image generation, replacing stock photos", "switched_from": "", "story": "Krea 2 Technical Report"}, {"id": 751361106, "item_id": 46960069, "url": "https://news.ycombinator.com/item?id=46960069", "by": "GaggiX", "date": "2026-02-10", "version": null, "stance": "warn", "quote": "nano banana pro result is on a completely different league compare to flux.2 and z-image", "excerpt": ">In your example, z-image and Nano Banana Pro look basically equally photorealistic to me I disagree, nano banana pro result is on a completely different league compare to flux.2 and z-image. >But anyway, realistic environments like a street cafe are not suited to test for photorealism Why? It's the perfect settings in my opinion. Btw I don't think you are using nano banana pro, probably standard nano banana, I'm get", "context": "", "use_case": "", "switched_from": "", "story": "Qwen-Image-2.0: Professional infographics, exquisite photorealism"}, {"id": 751351873, "item_id": 46959492, "url": "https://news.ycombinator.com/item?id=46959492", "by": "cubefox", "date": "2026-02-10", "version": null, "stance": "warn", "quote": "", "excerpt": "In your example, z-image and Nano Banana Pro look basically equally photorealistic to me. Perhaps the NBP image looks a bit more real because it resembles an unstaged smartphone shot with wide angle. Anyway, the difference is very small. I agree the lighting in Flux.2 Pro looks a bit off. But anyway, realistic environments like a street cafe are not suited to test for photorealism. You have to use somewhat more fanta", "context": "", "use_case": "", "switched_from": "", "story": "Qwen-Image-2.0: Professional infographics, exquisite photorealism"}, {"id": 751328576, "item_id": 46958036, "url": "https://news.ycombinator.com/item?id=46958036", "by": "GaggiX", "date": "2026-02-10", "version": null, "stance": "warn", "quote": "z-image still has a bit of AI look that I do not find with nano banana pro", "excerpt": "Are you sure you are not confusing nano banana pro for nano banana, z-image still has a bit of AI look that I do not find with nano banana pro, example for a comparison: https://i.ibb.co/YFtxs4hv/594068364-25101056889517041-3403691802764342974-n.jpg Also Imagen 4 and Nano Banana Pro are very different models.", "context": "", "use_case": "", "switched_from": "", "story": "Qwen-Image-2.0: Professional infographics, exquisite photorealism"}, {"id": 751323648, "item_id": 46957728, "url": "https://news.ycombinator.com/item?id=46957728", "by": "Mashimo", "date": "2026-02-10", "version": null, "stance": "neutral", "quote": "I think I did this one with z image turbo on my 4060 ti", "excerpt": "I had no problems getting images with blurry background with the appropriate prompts. Something like \"shallow depth of fields, bokeh, DSLR\" can lead to good results. https://cdn.discordapp.com/attachments/1180506623475720222/1456789321091649769/image.png?ex=698bbd47&is=698a6bc7&hm=d949f70e4ac8b0173f8addc6947a1bade5482b54e592712da1c1950166f30f42& [0] But I found that that results in more professional looking images, a", "context": "", "use_case": "", "switched_from": "", "story": "Qwen-Image-2.0: Professional infographics, exquisite photorealism"}, {"id": 746492576, "item_id": 46655786, "url": "https://news.ycombinator.com/item?id=46655786", "by": "CamperBob2", "date": "2026-01-16", "version": null, "stance": "recommend", "quote": "it still looks great most of the time", "excerpt": "Not in my experience. Flux 2 is much larger and heavily censored, and Qwen-Image is just plain not as good. You can fool me into thinking that Z-Image Turbo output isn't AI, while that's rarely the case with Qwen. Look at the images I posted elsewhere in this section. They are crappy excuses for pogo sticks, but they absolutely do NOT look like they came from a cell phone. Also see vunderba's page at https://genai-sh", "context": "", "use_case": "image generation", "switched_from": "", "story": "FLUX.2 [Klein]: Towards Interactive Visual Intelligence"}, {"id": 746490705, "item_id": 46655669, "url": "https://news.ycombinator.com/item?id=46655669", "by": "vunderba", "date": "2026-01-16", "version": null, "stance": "recommend", "quote": "", "excerpt": "I haven\u2019t gotten around to adding Klein to my GenAI Showdown site yet, but if it\u2019s anything like Z-Image Turbo, it should perform extremely well. For reference, Z-Image Turbo scored 4 out of 15 points on GenAI Showdown. I\u2019m aware that doesn\u2019t sound like much, but given that one of the largest models, Flux.2 (32b), only managed to outscore ZiT (a 6b model) by a single point and is significantly heavier-weight, that\u2019s ", "context": "", "use_case": "", "switched_from": "", "story": "FLUX.2 [Klein]: Towards Interactive Visual Intelligence"}, {"id": 746477024, "item_id": 46654814, "url": "https://news.ycombinator.com/item?id=46654814", "by": "ollin", "date": "2026-01-16", "version": null, "stance": "recommend", "quote": "since Z-image Turbo was faster, also high-quality", "excerpt": "Z-Image is another open-weight image-generation model by Alibaba [1]. Z-Image Turbo was released around the same time as (non-Klein) FLUX.2 and received generally warmer community response [2] since Z-image Turbo was faster, also high-quality, and reportedly better at generating NSFW material. The base (non-Turbo) version of Z-Image is not yet released. [1] https://tongyi-mai.github.io/Z-Image-blog/ [2] https://www.r", "context": "", "use_case": "", "switched_from": "", "story": "FLUX.2 [Klein]: Towards Interactive Visual Intelligence"}, {"id": 743648482, "item_id": 46478030, "url": "https://news.ycombinator.com/item?id=46478030", "by": "yanaimngvov", "date": "2026-01-03", "version": null, "stance": "neutral", "quote": "It currently supports Qwen-Image-2512 and Z-Image Turbo.", "excerpt": "If you want to test Alibaba's new Qwen-Image-2512 model but don't have the GPU memory (or patience) to host it locally, we put up a free instance here: https://zimage.run It currently supports Qwen-Image-2512 and Z-Image Turbo. No account needed. It might be a bit slow if traffic spikes, but it works for quick prompt testing.", "context": "", "use_case": "", "switched_from": "", "story": "A free, no-login Web UI for Qwen-Image-2512"}, {"id": 740748976, "item_id": 46296811, "url": "https://news.ycombinator.com/item?id=46296811", "by": "vunderba", "date": "2025-12-16", "version": null, "stance": "neutral", "quote": "I'm holding off on adding it to the official GenAI site", "excerpt": "I've actually done a bit of preliminary testing with ZiT. I'm holding off on adding it to the official GenAI site until the base and edit models have been released since the Turbo model is pretty heavily distilled. https://mordenstar.com/other/z-image-turbo", "context": "", "use_case": "Image generation", "switched_from": "", "story": "GPT Image 1.5"}, {"id": 740012208, "item_id": 46250763, "url": "https://news.ycombinator.com/item?id=46250763", "by": "dragonwriter", "date": "2025-12-12", "version": null, "stance": "neutral", "quote": "Z-Image Turbo really likes long prompts", "excerpt": "One thing I noticed is that you tested it with very short prompts; Z-Image Turbo really likes long prompts, and recommends using an LLM as a prompt enhancer, even providing a prompt template. [0] I have had pretty good look using an English translation that was posted on Reddit [1] with Qwen3-4B-Instruct locally sometimes modified somewhat for particular tasks; it seems biased to adding text to some images as-is) wit", "context": "", "use_case": "", "switched_from": "", "story": "Z-Image: Powerful and highly efficient image generation model with 6B parameters"}, {"id": 739018513, "item_id": 46188657, "url": "https://news.ycombinator.com/item?id=46188657", "by": "visarga", "date": "2025-12-07", "version": null, "stance": "neutral", "quote": "put it into a generative model (Z-Image-Turbo, a new one)", "excerpt": "> the interpretability research from Anthropic [1] suggests that structures corresponding to meaning do exist inside those bundles of numbers and that there are signs of activity within those bundles of numbers that seem analogous to thought I did a simple experiment - took a photo of my kid in the park, showed it to Gemini and asked for a \"detailed description\". Then I took that description and put it into a generat", "context": "", "use_case": "Text-to-image generation", "switched_from": "", "story": "Bag of words, have mercy on us"}, {"id": 738865409, "item_id": 46179088, "url": "https://news.ycombinator.com/item?id=46179088", "by": "b0ner_t0ner", "date": "2025-12-06", "version": null, "stance": "neutral", "quote": "", "excerpt": "CPU can be used: https://github.com/rupeshs/fastsdcpu/pull/346", "context": "", "use_case": "", "switched_from": "", "story": "Z-Image: Powerful and highly efficient image generation model with 6B parameters"}, {"id": 738851809, "item_id": 46178238, "url": "https://news.ycombinator.com/item?id=46178238", "by": "Eisenstein", "date": "2025-12-06", "version": null, "stance": "neutral", "quote": "z-image-turbo.kcppt", "excerpt": "Try koboldcpp with the kcppt config file. The easiest way by far. Download the release here * https://github.com/LostRuins/koboldcpp/releases/tag/v1.103 Download the config file here * https://huggingface.co/koboldcpp/kcppt/resolve/main/z-image-turbo.kcppt Set +x to the koboldcpp executable and launch it, select 'Load config' and point at the config file, then hit 'launch'. Wait until the model weights are downloaded", "context": "", "use_case": "Image generation model", "switched_from": "", "story": "Z-Image: Powerful and highly efficient image generation model with 6B parameters"}, {"id": 738843121, "item_id": 46177695, "url": "https://news.ycombinator.com/item?id=46177695", "by": "vunderba", "date": "2025-12-06", "version": null, "stance": "neutral", "quote": "including Z-Image Turbo", "excerpt": "This. You can also run most (if not all) of the models that Fal.ai directly from the playground tab including Z-Image Turbo. https://fal.ai/models/fal-ai/z-image/turbo", "context": "", "use_case": "", "switched_from": "", "story": "Z-Image: Powerful and highly efficient image generation model with 6B parameters"}, {"id": 738836144, "item_id": 46177259, "url": "https://news.ycombinator.com/item?id=46177259", "by": "egeres", "date": "2025-12-06", "version": null, "stance": "recommend", "quote": "Incredibly fast, on my 5090 with CUDA 13", "excerpt": "Incredibly fast, on my 5090 with CUDA 13 (& the latest diffusers, xformers, transformers, etc...), 9 samplig steps and the \"Tongyi-MAI/Z-Image-Turbo\" model I get: - 1.5s to generate an image at 512x512 - 3.5s to generate an image at 1024x1024 - 26.s to generate an image at 2048x2048 It uses almost all the 32Gb Gb of VRAM and GPU usage. I'm using the script from the HF post: https://huggingface.co/Tongyi-MAI/Z-Image-T", "context": "", "use_case": "", "switched_from": "", "story": "Z-Image: Powerful and highly efficient image generation model with 6B parameters"}, {"id": 738805296, "item_id": 46175331, "url": "https://news.ycombinator.com/item?id=46175331", "by": "amrrs", "date": "2025-12-06", "version": null, "stance": "recommend", "quote": "it's definitely in the top 5", "excerpt": "On fal, it takes less than a second many times. https://fal.ai/models/fal-ai/z-image/turbo/api Couple that with the LoRA, in about 3 seconds you can generate completely personalized images. The speed alone is a big factor but if you put the model side by side with seedream and nanobanana and other models it's definitely in the top 5 and that's killer combo imho.", "context": "", "use_case": "", "switched_from": "", "story": "Z-Image: Powerful and highly efficient image generation model with 6B parameters"}, {"id": 738804528, "item_id": 46175283, "url": "https://news.ycombinator.com/item?id=46175283", "by": "khimaros", "date": "2025-12-06", "version": null, "stance": "recommend", "quote": "it's fun and impressive", "excerpt": "i have been testing this on my Framework Desktop. ComfyUI generally causes an amdgpu kernel fault after about 40 steps (across multiple prompts), so i spent a few hours building a workaround here https://github.com/comfyanonymous/ComfyUI/pull/11143 overall it's fun and impressive. decent results using LoRA. you can achieve good looking results with as few as 8 inference steps, which takes 15-20 seconds on a Strix Hal", "context": "", "use_case": "", "switched_from": "", "story": "Z-Image: Powerful and highly efficient image generation model with 6B parameters"}, {"id": 738801088, "item_id": 46175068, "url": "https://news.ycombinator.com/item?id=46175068", "by": "vunderba", "date": "2025-12-06", "version": null, "stance": "recommend", "quote": "It's fast (~3 seconds on my RTX 4090)", "excerpt": "I've done some preliminary testing with Z-Image Turbo in the past week. Thoughts - It's fast (~3 seconds on my RTX 4090) - Surprisingly capable of maintaining image integrity even at high resolutions (1536x1024, sometimes 2048x2048) - The adherence is impressive for a 6B parameter model Some tests (2 / 4 passed): https://imgpb.com/exMoQ Personally I find it works better as a refiner model downstream of Qwen-Image 20b", "context": "", "use_case": "image generation", "switched_from": "", "story": "Z-Image: Powerful and highly efficient image generation model with 6B parameters"}, {"id": 738174416, "item_id": 46135901, "url": "https://news.ycombinator.com/item?id=46135901", "by": "JoahYi", "date": "2025-12-03", "version": null, "stance": "recommend", "quote": "I built a small web app for trying out Z Image Turbo, an ultra-fast text-to-image model", "excerpt": "I built a small web app for trying out Z Image Turbo, an ultra-fast text-to-image model that generates up to 2K (2048\u00d72048) images and handles English + Chinese text in a single shot: https://zimageturbo.app/ A few details: \u2013 Uses the 6B-parameter Z Image Turbo model from Tongyi-MAI, which fits in 16GB VRAM while still producing high-quality images. \u2013 Supports up to 2048\u00d72048 output and multiple formats (PNG/JPG/WebP", "context": "", "use_case": "text-to-image generation", "switched_from": "", "story": "Z Image Turbo \u2013 Ultra-fast 2K AI image generator with bilingual text"}, {"id": 737679153, "item_id": 46104947, "url": "https://news.ycombinator.com/item?id=46104947", "by": "yanaimngvov", "date": "2025-12-01", "version": null, "stance": "recommend", "quote": "I found Z-Image interesting because of its efficiency (6B parameters)", "excerpt": "Hello HN, I built zimage.run to provide a frictionless way to try out Alibaba's newly open-sourced Z-Image model (specifically the Z-Image-Turbo 6B variant). While there are many FLUX/SDXL wrappers out there, I found Z-Image interesting because of its efficiency (6B parameters) and its ability to render legible text in both English and Chinese. The site is dead simple: - Completely Free: No credits, no hidden costs. ", "context": "", "use_case": "", "switched_from": "", "story": "Zimage.run \u2013 Free, unlimited image generation using Alibaba's new Z-Image model"}, {"id": 737518928, "item_id": 46094933, "url": "https://news.ycombinator.com/item?id=46094933", "by": "doener", "date": "2025-11-30", "version": null, "stance": "recommend", "quote": "delivers pretty good results, but does so much faster than its competitors", "excerpt": "Context: About a week ago, Z-Image was launched, an open-source model from Alibaba that delivers pretty good results, but does so much faster than its competitors (6B parameters). https://github.com/Tongyi-MAI/Z-Image", "context": "", "use_case": "Image generation", "switched_from": "", "story": "How to Train a Z-Image-Turbo LoRA with AI Toolkit [video]"}, {"id": 737135808, "item_id": 46070988, "url": "https://news.ycombinator.com/item?id=46070988", "by": "xnx", "date": "2025-11-27", "version": null, "stance": "neutral", "quote": "You jinxed yourself:  https://huggingface.co/Tongyi-MAI/Z-Image-Turbo", "excerpt": "> starting to feel a bit Sisyphean with all the new models coming out lately You jinxed yourself: https://huggingface.co/Tongyi-MAI/Z-Image-Turbo", "context": "", "use_case": "", "switched_from": "", "story": "FLUX.2: Frontier Visual Intelligence"}, {"id": 737062064, "item_id": 46066379, "url": "https://news.ycombinator.com/item?id=46066379", "by": "vunderba", "date": "2025-11-26", "version": null, "stance": "warn", "quote": "I personally don't find the Turbo/Lightning models super useful.", "excerpt": "This is the heavily distilled model. Generation speed is pretty impressive (reminds me of the old SDXL Turbo models) at around 3 seconds for a 1024x1024 image on my RTX 4x series card. I personally don't find the Turbo/Lightning models super useful. Doesn't really matter how fast the boat is if the compass is busted. Here's some mixed results: https://imgpb.com/exMoQ I'm looking forward to the non-distilled and editi", "context": "", "use_case": "Text-to-image generation", "switched_from": "", "story": "Z-Image Turbo Released \u2013 6B Parameter Text to Image Model"}]}