Bring this project to life Run on Paperspace What is better than Llama 1? LLama 2. What is even better than LLama 2? LLama 3. Meta recently announced LLama 3, the next-generation state-of-the-art open-source large language model. Llama 3 now features advanced language models with 8B and 70B parameters. These models have proven to excel across various tasks and offer better reasoning capabilities. The model has been open-sourced for commercial uses and for the community to innovate in AI applications, developer tools, and more. This article explores the model's capabilities using Paperspace ..read more

Bring this project to life Run on Paperspace We're thrilled to share that we have teamed up with the awesome engineers at Trainy to integrate Paperspace with SkyPilot, an innovative open-source framework tailored for running LLMs, AI tasks, and batch jobs across various cloud platforms. This partnership aims to revolutionize your development journey by offering enhanced efficiency and cost savings, especially when it comes to tasks like model training, fine-tuning, and deployment. With this collaboration, you can expect smoother workflows and improved resource management, empowering you to ..read more

Bring this project to life Run on Paperspace Welcome, fellow anime enthusiasts! Picture this: you're are surrounded by posters of your favorite anime characters, and suddenly, inspiration strikes! You want to create your own anime masterpiece, now, but how can you do it? With LoRA and diffusion models we will learn how to create amazing anime characters! In this article we will learn how to generate anime images with the most talked about duo: LoRA and Stable Diffusion (SD). We will try to understand the basics of LoRA and why is it used and also get an overview of SD. What makes Anime por ..read more

Bring this project to life Run on Paperspace We're thrilled to share that Paperspace has teamed up with SkyPilot, an innovative open-source framework tailored for running LLMs, AI tasks, and batch jobs across various cloud platforms. This partnership aims to revolutionize your development journey by offering enhanced efficiency and cost savings, especially when it comes to tasks like model training, fine-tuning, and deployment. With this collaboration, you can expect smoother workflows and improved resource management, empowering you to achieve your goals with greater ease and effectivenes ..read more

Add speed and simplicity to your Machine Learning workflow today Get startedTalk to an expert These days many software engineers and whole companies are using AI coding assistants to automate boilerplate code for product listings, allowing developers to work on more complex features. Recently, Devin (the world's first fully autonomous AI software engineer) was launched. It's designed to handle a wide range of coding tasks, from generating lines of code based on prompts to debugging, deploying applications, and even learning new technologies to solve novel challenges. Other examples of compe ..read more

Bring this project to life Run on Paperspace CLIP, has been a tool for text-image tasks, widely known for zero-shot classification, text-image retrieval and much more. However, the model has certain limitations due to its short text input, which is restricted to 77. Long-CLIP, released in 22 March 2024, addresses this by supporting longer text inputs without sacrificing its zero-shot performance. This improvement comes with challenges like maintaining original capabilities and costly pretraining. Long-CLIP offers efficient fine-tuning methods, resulting in significant performance gains ov ..read more

Bring this project to life Run on Paperspace The recent paper on MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis, released on 24 February 2024, introduces a new task called Multi-Instance Generation (MIG). The goal here is to create multiple objects in an image, each with specific attributes and positioned accurately. The novel approach, Multi-Instance Generation Controller (MIGC), breaks down this task into smaller parts and uses an attention mechanism to ensure precise rendering of each object. Next, these rendered objects are combined to create the final image. A ..read more

In the past few months, Google has introduced its Gemini models—large and mid-sized models meant for complex tasks. Gemma is part of the Gemini AI family, aimed at making AI development accessible and safe. This newly launched Gemma, however, is a lightweight, smaller model aimed at helping developers worldwide build AI responsibly, in compliance with Google’s AI principles.  This article will explore the Gemma model, training processes, and performance comparison across various benchmarks. It also includes a code demo to implement the Gemma model and other project ideas that can be imp ..read more

Bring this project to life Run on Paperspace This blog post presents TripoSR, a novel 3D reconstruction model utilizing transformer architecture to achieve rapid feed-forward 3D image generation introduced by Stability AI.TripoSR is capable of producing a 3D mesh from a single image in less than 0.5 seconds. Built upon the foundation of the Large reconstruction model (LRM) network architecture, TripoSR incorporates significant enhancements in data processing, model design, and training methodologies. Evaluations conducted on publicly available datasets demonstrate that TripoSR outperforms ..read more

LLaVA-1.5 was released as an open-source, multi-modal language model on October 5th, 2023. This was great news for AI developers because they could now experiment and innovate with multi-modals that can handle different types of information, not just words, using a completely open-sourced model. This article will show the capability of the LLaVA model on Paperspace Gradient. Paperspace acts as the engine for providing the computing power - for anyone looking to dive into the world of advanced AI without needing to purchase and setup their own GPU powered machine. This article explores the LLa ..read more