Midjourney V6 Style Reference Command Updates

Midjourney V6 Style Reference Command Updates

MJ Announcement: –sref has updated the latest style reference algorithm command this morning –sv, which works best when combined with –sw parameter (based on testing). Official Statement The official announcement states that two new style reference algorithms have been released, which is a new “version control” feature, and the image scoring has reopened free GPU … Read more

Agentic AI Era: NVIDIA’s Technological Revolution and Ambitions

Agentic AI Era: NVIDIA's Technological Revolution and Ambitions

Agentic AI Era: NVIDIA’s Technological Revolution and Ambitions In the field of artificial intelligence, technological advancements often reshape our world at an astonishing pace. Today, we stand on the cusp of a new technological revolution – the dawn of the Agentic AI Era. In this revolution, NVIDIA is not just a participant but a leader. … Read more

TensorFlow Installation Guide – Using Pip to Install TensorFlow

TensorFlow Installation Guide - Using Pip to Install TensorFlow

There are many ways to install TensorFlow. This article will provide a detailed guide on how to install TensorFlow using pip. Available Installation Packages tensorflow — Current version for CPU only (recommended for beginners) tensorflow-gpu — Current version with GPU support (Ubuntu and Windows) tf-nightly — Nightly build for CPU only (unstable) tf-nightly-gpu — Nightly … Read more

How Competitive Is Large Model Training? Unraveling the Mystery of Large Model Computing Power

How Competitive Is Large Model Training? Unraveling the Mystery of Large Model Computing Power

Image Source @GPT Generated ▎The premise of competing for computing power is that computing power is becoming a new business model. The craze of “alchemy” for large models will pass, and computing power service providers need to prepare for the future and pivot in a timely manner. Author|Qin Conghui Editor|Gai Hongda This article was first … Read more

Cerebras Unveiled: The Giant AI Chip Challenging GPUs

Cerebras Unveiled: The Giant AI Chip Challenging GPUs

👇 Follow our official account for the latest AI updates🌟 This article is based on an interview with Joel Hestness by Dr. Waku on his YouTube channel, published on December 25, 2024. Original content reference: https://www.youtube.com/watch?v=qC_lCFTOJU0 Summary: Joel Hestness on How Cerebras’ Giant Chip Challenges NVIDIA’s GPU Dominance in AI This article focuses on Cerebras … Read more

Challenges of Training BERT and ViT with Single GPU in One Day

Challenges of Training BERT and ViT with Single GPU in One Day

Pine from Aofeisi Quantum Bit | Official Account QbitAI What can you achieve by training BERT on a single GPU in just one day? Now, researchers have finally done this, exploring the true performance of language models under limited computational conditions. In the past, most professionals focused on the performance of language models under extreme … Read more

Ultimate Guide to Optimizing Stable Diffusion XL

Ultimate Guide to Optimizing Stable Diffusion XL

How to achieve the best quality and performance of SDXL on your own graphics card, and how to choose the appropriate optimization methods and tools, has been a confusing question for GenAI users, as there has been no clear and detailed evaluation report available in the industry for reference.Until full-stack developer Félix San stepped in. … Read more

Build Your Large Model Assistant Without GPU Using OpenRouter

Build Your Large Model Assistant Without GPU Using OpenRouter

1. Build Your Own Large Model Assistant The emergence of large models has brought revolutionary changes to many fields, from natural language processing to computer vision, and even in medicine and finance. However, for many developers, experimenting with and applying some open-source models can be a challenge, as they often require expensive hardware resources to … Read more

Collection of PyTorch Tricks

Collection of PyTorch Tricks

↑ ClickBlue Text Follow the Jishi platform Author丨z.defying@Zhihu (Authorized) Source丨https://zhuanlan.zhihu.com/p/76459295 Editor丨Jishi Platform Jishi Guide This article organizes 13 tips for using PyTorch, including specifying GPU IDs, gradient clipping, and expanding the dimensions of a single image, which can help workers complete tasks more efficiently. >>CV Developer 2021 New Year Exclusive Red Packet Cover has been … Read more

Lightning Attention-2: Next-Gen Attention Mechanism for Long Sequences

Lightning Attention-2: Next-Gen Attention Mechanism for Long Sequences

Machine Heart Column Machine Heart Editorial Team Lightning Attention-2 is a new type of linear attention mechanism that aligns the training and inference costs of long sequences with those of a 1K sequence length. The limitation on sequence length in large language models significantly restricts their applications in artificial intelligence, such as multi-turn dialogue, long … Read more