5X faster 50% less memory LLM finetuning 80% faster 50% less memory local QLoRA finetuning Manual autograd engine - hand derived backprop steps. QLoRA / LoRA 80% faster, 50% less memory. All kernels written in OpenAI's Triton language. 0% loss in accuracy - no approximation methods - all exact. No change of hardware necessary. Supports NVIDIA GPUs since 2018+. CUDA 7.5+. Tesla T4, RTX 20, 30, 40 series, A100, H100s Flash Attention support via Xformers. Supports 4bit and 16bit LoRA f…
Introduction Laravel Pulse is a real-time application performance monitoring tool and dashboard for your Laravel application. Official Documentation Documentation for Pulse can be found on the Laravel website. Contributing Thank you for considering contributing to Pulse! The contribution guide can be found in the Laravel documentation. Code of Conduct In order to ensure that the Laravel community is welcoming to all, please review and abide by the Code of Conduct. Security Vulnerabilitie…
ComfyUI IPAdapter plus ComfyUI reference implementation for IPAdapter models. IPAdapter implementation that follows the ComfyUI way of doing things. The code is memory efficient, fast, and shouldn't break with Comfy updates. Important updates 2023/11/29: Added unfold_batch option to send the reference images sequentially to a latent batch. Useful for animations. 2023/11/26: Added timestepping. You may need to delete the old nodes and recreate them. Important: For this to work you need to up…
Bluetooth Forward and Future Secrecy Attacks and Defenses (BLUFFS) [CVE 2023-24023]bluffs Bluetooth Forward and Future Secrecy Attacks and Defenses (BLUFFS) [CVE 2023-24023] pcap Contains pcap samples captured while testing the attacks. checker Contains the parser. device Contains the ARM patches (*.s) and the bluffs.py script to test the attacks.
Turns Data and AI algorithms into production-ready web applications in no time. Taipy -Your Web Application Builder. Pure Python. Taipy is an open-source Python library for building your web application front-end & back-end. Turns data and AI algorithms into production-ready web applications in no time. Documentation • Join our Discord • Check out Taipy Applications 📊 We make both ends meet ⚙️ User Interface Generation…
Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character AnimationAnimateAnyone Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation Li Hu, Xin Gao, Peng Zhang, Ke Sun, Bang Zhang, Liefeng Bo Citation @article{hu2023animateanyone, title={Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation}, author={Li Hu and Xin Gao and Peng Zhang and Ke Sun and Bang Zhang and Liefeng Bo}, journa…
Materials Discovery: GNoME Dataset | Models | Colabs | License | Disclaimer | Upcoming | Citing What is Materials Discovery: GNoME? From microchips to batteries and photovoltaics, discovery of inorganic crystals is a fundamental problem in materials science. Graph Networks for Materials Science (GNoME) is a project centered around scaling machine learning methods to tackle this core task. With results recently published, this repository serves to share the discovery of 381,000 novel stable mate…
Distribute and run LLMs with a single file.llamafile llamafile lets you distribute and run LLMs with a single file. (announcement blog post) Our goal is to make open source large language models much more accessible to both developers and end users. We're doing that by combining llama.cpp with Cosmopolitan Libc into one framework that collapses all the complexity of LLMs down to a single-file executable (called a "llamafile") that runs locally on most computers, with no installatio…
A code-first agent framework for seamlessly planning and executing data analytics tasks.TaskWeaver A code-first agent framework for seamlessly planning and executing data analytics tasks. This innovative framework interprets user requests through coded snippets and efficiently coordinates a variety of plugins in the form of functions to execute data analytics tasks Highlighted Features Rich data structure - TaskWeaver allows you to work with rich data structures in Python, such as DataFrames,…