--- title: "#diffusion-models articles | Hashnode" description: "Explore 39 articles tagged #diffusion-models on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/diffusion-models" --- Tag # #diffusion-models 39 posts · 6 followers [Jason Agostoni](https://hashnode.com/@jagostoni) · [Aug 15](https://hashnode.com/posts/can-the-incredible-speed-of-a-diffusion-llm-accelerate-your-sdlc-my-guess-is-no-but-let-s-see/6a80db3aa754f598603e4681) ### [Can the Incredible Speed of a Diffusion LLM Accelerate Your SDLC? My Guess Is No, But Let's See](https://jason.agostoni.net/can-the-incredible-speed-of-a-diffusion-llm-accelerate-your-sdlc-my-guess-is-no-but-let-s-see?utm_source=hashnode&utm_medium=feed) Inception Labs bumped their free tier to 100 million tokens, triggering my curiosity: can I run a diffusion-based LLM through a complete SDLC? 13 min read · [jason.agostoni.net](https://jason.agostoni.net/can-the-incredible-speed-of-a-diffusion-llm-accelerate-your-sdlc-my-guess-is-no-but-let-s-see?utm_source=hashnode&utm_medium=feed) [Shivam Kumar](https://hashnode.com/@shivamk111) · [Jul 28](https://hashnode.com/posts/deploying-stable-diffusion-xl-on-a-single-t4-gpu-from-scratch/6a69055bb3c67b9e76a06e37) ### [Deploying Stable Diffusion XL on a Single T4 GPU From Scratch](https://shivam-ai.hashnode.dev/deploying-stable-diffusion-xl-on-a-single-t4-gpu-from-scratch?utm_source=hashnode&utm_medium=feed) Build a full-stack text-to-image and image-to-image AI studio using SDXL, FastAPI, React, and Docker—from local development to GPU deployment. 8 min read · [shivam-ai.hashnode.dev](https://shivam-ai.hashnode.dev/deploying-stable-diffusion-xl-on-a-single-t4-gpu-from-scratch?utm_source=hashnode&utm_medium=feed) [Adam Jaber](https://hashnode.com/@adamjaber) · [Jul 6](https://hashnode.com/posts/how-ai-creates-images-voice-video/6a4b561df3c739c66917d833) ### [How AI Creates: A Plain-English Guide to AI Images, Voice, and Video](https://simplyexplained.hashnode.dev/how-ai-creates-images-voice-video?utm_source=hashnode&utm_medium=feed) How the AI-made images, cloned voices, and eerily real videos are actually made — and how to tell what's real. 12 min read · [simplyexplained.hashnode.dev](https://simplyexplained.hashnode.dev/how-ai-creates-images-voice-video?utm_source=hashnode&utm_medium=feed) [for IT the](https://hashnode.com/@forict99) · [Jun 9](https://hashnode.com/posts/top-5-image-inpainting-datasets-every-computer-vision-researcher-must-know/6a278242bdf6dab9fc16dbb9) ### [Top 5 Image Inpainting Datasets Every Computer Vision Researcher Must Know](https://ieee-projects.hashnode.dev/top-5-image-inpainting-datasets-every-computer-vision-researcher-must-know?utm_source=hashnode&utm_medium=feed) A Complete Guide to Datasets, Metrics, Models, and Implementation — With Research Angles for Every Dataset 56 min read · [ieee-projects.hashnode.dev](https://ieee-projects.hashnode.dev/top-5-image-inpainting-datasets-every-computer-vision-researcher-must-know?utm_source=hashnode&utm_medium=feed) [Manya Shree Vangimalla](https://hashnode.com/@manyashree) · [Apr 9](https://hashnode.com/posts/nvidia-x-vercel-hackathon/69d7426dcdf221d588d5d4bb) ### [Nvidia x Vercel Hackathon](https://nvidio.hashnode.dev/nvidia-x-vercel-hackathon?utm_source=hashnode&utm_medium=feed) A technical breakdown of Magical Comic Book, the winning project at the NVIDIA x Vercel Hackathon 2025. Built in two hours using Nemotron 6 min read · [nvidio.hashnode.dev](https://nvidio.hashnode.dev/nvidia-x-vercel-hackathon?utm_source=hashnode&utm_medium=feed) [Sharvari Raut](https://hashnode.com/@sharur7) · [Apr 7](https://hashnode.com/posts/exploring-the-p-image-model-on-qubrid-ai/69d523825da14bc70e6759d9) ### [Exploring the P-Image Model on Qubrid AI](https://qubridai.hashnode.dev/exploring-the-p-image-model-on-qubrid-ai?utm_source=hashnode&utm_medium=feed) AI image generation has rapidly evolved over the past few years. Modern models can transform simple text prompts into detailed visuals ranging from photorealistic scenes to stylized artwork. 6 min read · [qubridai.hashnode.dev](https://qubridai.hashnode.dev/exploring-the-p-image-model-on-qubrid-ai?utm_source=hashnode&utm_medium=feed) [Lahari Talasila](https://hashnode.com/@lahari-talasila) · [Mar 31](https://hashnode.com/posts/tele-omni-llm-planned-diffusion-powered-video-systems-in-a-single-unified-framework/69cb37829fffa74740c372bb) ### [Tele‑Omni: LLM‑Planned, Diffusion‑Powered Video Systems in a Single Unified Framework](https://lahari-ai-blogs.hashnode.dev/tele-omni-llm-planned-diffusion-powered-video-systems-in-a-single-unified-framework?utm_source=hashnode&utm_medium=feed) Recent diffusion models made video generation look magical but also frustrating. Text‑to‑video models can produce stunning clips, yet they often feel like slot machines: you tweak a prompt, rerun, and 10 min read · [lahari-ai-blogs.hashnode.dev](https://lahari-ai-blogs.hashnode.dev/tele-omni-llm-planned-diffusion-powered-video-systems-in-a-single-unified-framework?utm_source=hashnode&utm_medium=feed) [Fabio Sarmento](https://hashnode.com/@sarmento) · [Mar 30](https://hashnode.com/posts/transforming-image-generation-insights-into-the-elit-model/69ca5803e8f9765cb03a2473) ### [Transforming Image Generation: Insights into the ELIT Model](https://sarmento.hashnode.dev/transforming-image-generation-insights-into-the-elit-model?utm_source=hashnode&utm_medium=feed) Introduction In the rapidly evolving field of AI, one of the most exciting advancements is in image generation technologies. A standout among these innovations is the ELIT model, which leverages diffusion techniques to optimize the generation of high... 3 min read · [sarmento.hashnode.dev](https://sarmento.hashnode.dev/transforming-image-generation-insights-into-the-elit-model?utm_source=hashnode&utm_medium=feed) [Fabio Sarmento](https://hashnode.com/@sarmento) · [Mar 24](https://hashnode.com/posts/revolutionizing-token-compression-in-diffusion-models-with-bigain/69c26ef60df1ca981838d1b0) ### [Revolutionizing Token Compression in Diffusion Models with BiGain](https://sarmento.hashnode.dev/revolutionizing-token-compression-in-diffusion-models-with-bigain?utm_source=hashnode&utm_medium=feed) Introduction In the realm of Deep Learning, particularly concerning Diffusion Models, efficient token compression is critical. As these models keep growing in size and complexity, there arises a pressing need for innovative solutions that maintain bo... 3 min read · [sarmento.hashnode.dev](https://sarmento.hashnode.dev/revolutionizing-token-compression-in-diffusion-models-with-bigain?utm_source=hashnode&utm_medium=feed) [Kunal Kumar Sahoo](https://hashnode.com/@kunalkumarsahoo) · [Mar 12](https://hashnode.com/posts/do-ai-models-really-create/69b317bd93256dfc5307c77c) ### [Do AI Models Really Create?](https://kunalkumarsahooai.hashnode.dev/do-ai-models-really-create?utm_source=hashnode&utm_medium=feed) Do AI models truly create original work or simply remix training data? This deep analysis combines math and experiments to reveal AI creativity. 11 min read · [kunalkumarsahooai.hashnode.dev](https://kunalkumarsahooai.hashnode.dev/do-ai-models-really-create?utm_source=hashnode&utm_medium=feed)