- Yabs.io Search (in tags:doc)urn:uuid:{91D8EB79-BD27-6572-9865-F4FDB1EBCC8D}2024-03-29T02:07:08ZRun an LLM Locally with LM Studio - KDnuggets14898962024-03-12T02:29:38ZZDocument about LM Studio1821mzimmermOptimum14898942024-03-11T19:44:39Z2024-03-12T05:02:48ZOptimum is an extension of Transformers that provides a set of performance optimization tools to train and run models on targeted hardware with maximum efficiency. It is also the repository of small, mini, tiny models.1821mzimmermLM Studio on Discord14898932024-03-11T19:28:30ZZ1821mzimmermBERT Transformers – How Do They Work? | Exxact Blog14898822024-03-11T04:39:00Z2024-03-11T04:41:53ZExcellent document about BERT transformers / models and their parameters: - L=number of layers. - H=size of the hidden layer = number of vectors for each word in the sentence. - A = Number of self-attention heads - Total parameters.1821mzimmermGenerative pre-trained transformer - Wikipedia14898792024-03-11T04:14:03ZZ1821mzimmermAMD Ryzen AI CPUs & Radeon 7000 GPUs Can Run Localized Chatbots Using LLMs Just Like NVIDIA's Chat With RTX14898782024-03-11T03:27:50Z2024-03-11T19:18:26ZLM Studio can be installed on Linux with APU or GPU (looks like it needs the AI CPU though??) and run LLM. Install on Laptop and test if it works.1821mzimmermWhat is Epoch in Machine Learning?| UNext | UNext14898722024-03-09T23:27:13ZZ1821mzimmermTraining and Validation Loss in Deep Learning | Baeldung on Computer Science14898712024-03-09T23:23:38Z2024-03-11T05:04:31Z1821mzimmermA Step-by-Step Guide to Model Evaluation in Python | by Shreya Singh | Medium14898662024-03-09T07:22:53ZZ1821mzimmermROCm installation for Linux — ROCm installation (Linux)14898342024-03-06T06:05:16Z2024-03-07T20:41:23ZTop of the guide describing ROCm on Linux. There are 2 core approaches: Using RPM (Package manager), or using AMD installer. I should use Package manager. Also single-version vs. multi-version. I should use single-version, latest.1821mzimmerm(1) Most cost effective GPU for local LLMs? : LocalLLaMA14898042024-03-05T00:49:23Z2024-03-05T00:50:09ZGGML quantized models. They would let you leverage CPU and system RAM, instead of having to rely on a GPU’s. This could save you a fortune, especially if go for some used AMD Epyc platforms. This could be more viable for the larger models, especially the 30B/65B parameters models which would still press or exceed the VRAM on the P40.1821mzimmermOptimizing LLMs for Speed and Memory14898032024-03-05T00:46:21Z2024-03-05T00:49:58Z1821mzimmerm7 Steps to Mastering Large Language Models (LLMs) - KDnuggets14897992024-03-04T19:35:57ZZ1821mzimmermA Step-by-Step Guide to Training Your Own Large Language Models (LLMs). | by Sanjay Singh | GoPenAI14897982024-03-04T19:34:25ZZ1821mzimmermGenAI Stack Exchange14897972024-03-04T19:32:40ZZ1821mzimmerm7 steps to master large language models (LLMs) | Data Science Dojo14897962024-03-04T19:25:57ZZ1821mzimmermUp to date List of LLM Models14897932024-03-04T19:13:58ZZ1821mzimmermLarge Language Models for Domain-Specific Language Generation: How to Train Your Dragon | by Andreas Mülder | Medium14897802024-03-04T09:45:59Z2024-03-05T10:30:09Ztraining a model like Llama with 2.7 billion parameters outperformed a larger model like Vicuna with 13 billion parameters. Especially when considering resource consumption, this might be a good alternative to using a 7B Foundation model instead of a full-blown ChatGPT. The best price-to-performance base model for our use case turned out to be Mistral 7b. The model is compact enough to fit into an affordable GPU with 24GB VRAM and outperforms the other models with 7B parameters.1821mzimmermYelp Review Classification. Using Embedding, CNN and LSTM | by Zhiwei Zhang | Medium14897312024-03-02T10:55:13Z2024-03-05T10:31:51ZSimpliest start with ai. Use the Github code linked in1821mzimmermReplit — How to train your own Large Language Models14897282024-03-02T10:18:28Z2024-03-04T19:23:24ZHi level only talk about training for a language1821mzimmermHow to train a new language model from scratch using Transformers and Tokenizers14897252024-03-02T09:48:13Z2024-03-04T19:05:31ZDescribes how to train a new language (desperanto) model.1821mzimmermWeb technology for developers | MDN14896982024-03-01T00:08:21ZZ1821mzimmermLearn PWA | web.dev14896972024-02-29T23:44:51ZZTurorial and documentation on everything PWA.1821mzimmermMarkdown Guide14894722024-02-01T22:36:12ZZ1821mzimmermpure-sh-bible: A collection of pure POSIX sh alternatives to external processes.14893092024-01-17T20:14:36Z2024-01-17T20:19:30Z1821mzimmermbash-style-guide14889492023-12-30T02:05:37Z2023-12-30T02:16:26Z1821mzimmermQuickRef.ME - Quick Reference Cheat Sheet14889162023-12-22T22:03:21ZZDocumentation to any command and package1821mzimmermHTML: HyperText Markup Language | MDN14869582023-12-15T06:29:49ZZ1821mzimmermSystemd Unit Configuration Files Explained14854062023-11-30T22:40:57Z2023-12-01T07:28:13ZWant, WantedBy, Before, After etc -1821mzimmermTour of the Wasm Ecosystem14853872023-11-30T02:26:14ZZ1821mzimmermWhat is the difference between asm.js and WebAssembly? (javascript) - StackForGeeks14853832023-11-30T02:06:56ZZ1821mzimmermWebAssembly | MDN14853822023-11-30T02:06:07ZZ1821mzimmermWebAssembly14853792023-11-30T01:53:11ZZ1821mzimmermAbout Emscripten — Emscripten 3.1.49-git (dev) documentation14853572023-11-29T17:40:04Z2023-11-29T17:40:28ZEmscripten is a complete Open Source compiler toolchain to WebAssembly. Using Emscripten you can:
Compile C and C++ code, or any other language that uses LLVM, into WebAssembly, and run it on the Web, Node.js, or other Wasm runtimes.1821mzimmermIntroduction to reactive systems - IBM Developer14848892023-10-15T07:38:40ZZ1821mzimmermMan page of systemd.unit14845942023-09-18T14:35:12ZZMain man/doc page of systemctl1821mzimmermbbatsov/emacs-lisp-style-guide: A community-driven Emacs Lisp style guide12944752022-11-27T08:01:06ZZ1821mzimmermActivityPub12944502022-11-25T14:59:00Z2022-11-25T17:51:51Z1821mzimmermHome :: Sacha Chua12944292022-11-23T23:12:09ZZMisc good links for emacs1821mzimmermfediverse.info | The bespoke fediverse guide.12944242022-11-23T19:45:03ZZ1821mzimmermEshell: The Emacs Shell12942902022-11-12T22:32:32ZZ1821mzimmermA Complete Guide on How To Use Bash Arrays9805582022-01-10T01:02:34ZZGood guide and doc for Bash arrays. Also clearly states difference between array (indexed array=list) and associative array (keyd array=map)1821mzimmermOrg-Babel Cheat Sheet9805512022-01-09T08:17:41Z2022-11-21T16:35:06ZGreat summary of org-babel especially all the tricky header variables.1821mzimmermFoundation - Material Design9803862021-12-31T16:57:01ZZCore site for Material design documentation1821mzimmermflutter/packages/integration_test at master · flutter/flutter9588672021-11-30T07:35:38ZZExample of testing a Flutter app.1821mzimmermClass Diagram syntax and features9588442021-11-28T05:34:05ZZBest overview of PlantUML1821mzimmermVNC - Doc9588382021-11-27T01:58:21ZZDescibes vnc1821mzimmermAn Introduction to AWK – The New Stack7932562021-09-17T18:59:17ZZ1821mzimmermHow to Install Magisk to Root or Customize your Android Phone7730562021-08-30T16:16:27Z2021-08-30T09:26:27ZGood document on what is what in rooting with detail steps, but too generic.1821mzimmermrga: ripgrep, but also search in PDFs, E-Books, Office documents, zip, tar.gz, etc. - phiresky's blog4384492020-12-03T18:10:56ZZ1xxx