31st December 2024 A lot has happened in the world of Large Language Models over the course of 2024. Here’s a review of things we figured out about the field in the past twelve months, plus my attempt at identifying key themes and pivotal moments. This is a sequel to my review of 2023. In this article: The GPT-4 barrier was comprehensively broken Some of those GPT-4 models run on my laptop LLM pri
Fast and Portable Llama2 Inference on the Heterogeneous Edge
Fast and Portable Llama2 Inference on the Heterogeneous EdgeNov 09, 2023 • 12 minutes to read The Rust+Wasm stack provides a strong alternative to Python in AI inference. Compared with Python, Rust+Wasm apps could be 1/100 of the size, 100x the speed, and most importantly securely run everywhere at full hardware acceleration without any change to the binary code. Rust is the language of AGI. We cr
> April 15, 2026 by Zetaphor updated April 18, 2026 Friends Don't Let Friends Use Ollama Ollama gained traction by being the first easy llama.cpp wrapper, then spent years dodging attribution, misleading users, and pivoting to cloud, all while riding VC money earned on someone else's engine. Here's the full history, and why the alternatives are better. Ollama is the most popular way to run local L
GitHub - taishi-i/awesome-ChatGPT-repositories: A curated list of resources dedicated to open source GitHub repositories related to ChatGPT and OpenAI API
awesome-chatgpt-api - Curated list of apps and tools that not only use the new ChatGPT API, but also allow users to configure their own API keys, enabling free and on-demand usage of their own quota. awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better. awesome-chatgpt - Curated list of awesome tools, demos, docs for ChatGPT and GPT-3 awesome-totally-open-chat
文字起こしAI Whisperモデルの更なる活用形 ～ 「負の遺産」とならないために | IIJ Engineers Blog
フロントエンド部分はPHP、バックエンドはPythonで構成していますが、これとは別にジョブスケジューリングにはSlurm Workload Managerを活用しています。 SlurmはGPU排他制御で必要になってくるもので、これによりそれぞれ実行された履歴はジョブとして管理することができる点がうれしいポイントです。 内部で動作するモデルはOpenAI/Whisperです。Whisperがリリースされたときは大変な盛り上がりを見せてたなぁというのをいまだ覚えてまして、このモデルに私もかじりついて一生懸命内部構造を調べてたりしたなーと。 今やすっかりクローズなイメージが固定してしまったOpenAIですが、当時はその境目の時代ということもあり、DALL-E2で使われてたCLIPや書き起こしモデルWhisperはオープンモデルとして、かの有名なGPT-3や画像生成モデル本体であるDALL-E2
GitHub - ComfyUI-Workflow/awesome-comfyui: A collection of awesome custom nodes for ComfyUI
ComfyUI-Gemini_Flash_2.0_Exp (⭐+172): A ComfyUI custom node that integrates Google's Gemini Flash 2.0 Experimental model, enabling multimodal analysis of text, images, video frames, and audio directly within ComfyUI workflows. ComfyUI-ACE_Plus (⭐+115): Custom nodes for various visual generation and editing tasks using ACE_Plus FFT Model. ComfyUI-Manager (⭐+113): ComfyUI-Manager itself is also a cu
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Things we learned about LLMs in 2024
Friends Don't Let Friends Use Ollama | Sleeping Robots