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Step1X-Edit is a groundbreaking open-source image editing model that achieves performance comparable to leading closed-source models such as GPT-4o. It offers a powerful and versatile solution for various image manipulation tasks.

3DV-TON (Textured 3D-Guided Consistent Video Try-on via Diffusion Models) is an innovative technology that delivers a realistic video try-on experience with texture 3D guidance using diffusion models. According to AIbase, 3DV-TON leverages advanced 3D geometry and texture modeling combined with video diffusion models to ensure consistency and realism of clothing in dynamic videos, offering significant potential for e-commerce, fashion, and virtual reality applications.

The Ostris team has released Flex.2-preview, an 800 million parameter text-to-image diffusion model designed for integration into ComfyUI workflows. According to AIbase, this model excels at generating images with strong control over lines, poses, and depth. It supports general control and inpainting functionality, continuing the fine-tuning evolutionary path from Flux.1Schnell to OpenFlux.1 and Flex.1-alpha. Flex.2-preview is available on Hu...

Scientists at Alibaba Group have introduced VACE, a universal AI model designed to unify a wide range of video generation and editing tasks. At the heart of VACE is an enhanced Diffusion Transformer architecture, innovating with a novel input format called "Video Conditional Unit" (VCU). VCU distills diverse modalities such as text prompts, reference images or video sequences, and spatial masks into a unified representation, and through a specialized mechanism coordinates different inputs to avoid conflicts. Concept decoupling enables fine-grained control.

Kunlun Wanwei's SkyReels team has officially released and open-sourced SkyReels-V2, the world's first infinite-length movie generation model using a diffusion-forcing framework. This model achieves synergistic optimization by combining a multimodal large language model (MLLM), multi-stage pre-training, reinforcement learning, and a diffusion-forcing framework, marking a new stage in video generation technology.

AMD's advancements in AI are noteworthy, particularly its latest optimizations for the Stable Diffusion model. Recently, Stability AI released an ONNX-optimized version of Stable Diffusion, resulting in significantly improved performance for AMD Radeon GPUs and Ryzen integrated graphics in AI tasks, with speed increases up to 3.8 times faster. This progress narrows the gap with NVIDIA's ecosystem...

Recent advancements in generative AI have fueled innovation in video generation. A new video diffusion technology called FramePack has garnered significant attention. According to information compiled by AIbase from recent posts on X, FramePack's remarkably low VRAM requirements and efficient generation capabilities promise to usher in a new era of video generation accessible to mainstream GPUs. Technical Breakthrough: Only 6GB VRAM needed, effortlessly generating thousands of frames. FramePack's most significant advantage is its extremely low...

A new star shines brightly in the field of artificial intelligence! Recently, Huawei Noah's Ark Lab and the Hong Kong University Natural Language Processing Group (HKU NLP Group) jointly released a new language model called Dream7B. This model is hailed as the most powerful open-source diffusion large language model to date. Dream7B not only surpasses existing diffusion language models in performance, but also rivals or even surpasses top autoregressive (AR) language models of similar scale in general capabilities, mathematics, code, and planning abilities.

Where the power of code meets artistic inspiration, a new generation of artificial intelligence is quietly changing the boundaries of the creative world. Recently, the domestically-produced open-source image generation model HiDream-I1 was震撼发布, boasting 1.7 billion parameters. This AI artist, meticulously crafted by the HiDream-ai team, is rapidly becoming a tech darling. This open-source image generation tool, based on diffusion model technology, can transform text descriptions into high-quality images, demonstrating remarkable strength in detail rendering and image consistency. Preliminary tests show...

In the field of AI art generation, diffusion models are transitioning from U-Net based architectures to Transformer-based architectures (DiT). However, the DiT ecosystem faces challenges in plugin support, efficiency, and multi-conditional control. Recently, a team led by Xiaojiu-z introduced EasyControl, an innovative framework designed to provide efficient and flexible conditional control capabilities for DiT models, effectively giving DiT models the power of ControlNet.

Tencent has recently unveiled GeometryCrafter, a new AI model released via Hugging Face. This model excels at consistent geometric estimation in open-world videos, quickly gaining attention in the tech community. Leveraging diffusion priors, GeometryCrafter opens up new possibilities for deep understanding and processing of video content, offering benefits to creators and researchers alike.

Diffusion models have garnered significant attention in the field of AI video generation due to their superior performance. However, their inherent iterative denoising nature leads to a time-consuming and computationally expensive generation process, significantly hindering their widespread adoption. Recently, a research team from Beihang University, the University of Hong Kong, and the Shanghai AI Laboratory jointly released AccVideo, an innovative technology. This method, employing a novel and efficient distillation approach combined with a synthetic dataset, successfully boosts the generation speed of video diffusion models by an impressive 8.5 times.

Recently, developer scraed released LanPaint on GitHub, a zero-shot image inpainting tool. This tool aims to help users achieve high-quality image inpainting results on any Stable Diffusion (SD) model, including custom-trained models. LanPaint achieves this by iteratively prompting the model to 'think' before denoising, resulting in more seamless and accurate inpainting. A key feature of LanPaint is its zero-shot capability; users can start using it immediately without any training.

Tencent has announced the open-sourcing of its newly developed image-to-video generation framework, HunyuanVideo-I2V. This release follows the successful open-sourcing of HunyuanVideo and aims to further advancements within the open-source community. HunyuanVideo-I2V incorporates cutting-edge video generation technology, enabling the transformation of static images into dynamic video content, offering creators expanded possibilities. HunyuanVideo-I2V leverages a pre-trained...