IkariDev

Resources

Here you can find various resources i am using/i used/i suggest using.

Overview

ML#

LLM#

  • HuggingFace - NeverSleep ~ Org by me and Undi.
  • Ask max ~ If you don't know how something works, ask max!
  • Character Tools ~ A collection of tools for creating and managing characters for AI Roleplay.
  • Snombler ~ Model ratings.
  • BestERP ~ Nice site for model ratings.
  • Ayumi ERP rating ~ An Erotic Roleplay model rating by weicon.
  • Chub ~ A site full of chars you can download.
  • koboldcpp ~ My new main backend for LLM stuff, only for llama.cpp.
  • Aphrodite ~ Aphrodite is the official backend engine for PygmalionAI.
  • Tabby ~ Backend for exllamav2.
  • OobaBooga-textgen webui ~ (old)My main backend for LLM stuff.
  • Kalo's sampler post ~ Your sampler settings are probably hurting your model, why?
  • HuggingFace - TheBloke ~ here you can find various GGUF quantizations.
  • Sillytavern ~ A really good RP/ERP ui. Based on TavernAI, but sillytavern is much better.
  • Vali's ChatterUI ~ Basically SillyTavern but hosted on your phone.
  • Chatbots Webring ~ Webring for charcard websites.
  • HuggingFace - AzureBlack ~ The TheBloke of exl2 quants.
  • OSGA ~ OSGA(Open-Source Generative Agents) is a community-driven initiative that builds upon the foundation of 'Generative Agents', for local LLM models. It is based on this Paper (https://arxiv.org/abs/2304.03442) (Video: https://www.youtube.com/watch?v=nKCJ3BMUy1s).
  • Llama.cpp ~ Inference of LLaMA model in pure C/C++. It can run on cpu+gpu, good option if other model loaders require too much vram.
  • HuggingFace - Undi / Undi's Kofi ~ A shit-ton of high quality merged models.
  • Thoughts guide (kinda outdated) ~ A guide by me on how you can implement characters thoughts into sillytavern.
  • annotated-transformer ~ Idk what to write here, but someone said i should link it here.
  • Gryphe/MythoMax-L2-13b ~ Was once the best model available for RP/ERP, some still consider it best.
  • LambdaLabs ~ Really cost efficient gpu cluster (for example: 1x H100 for $1.99/hr).

Various discords#

News#

  • HuggingFace Daily Papers ~ Daily papers.
  • 4chan Lmg ~ Sometimes maybe good sometimes maybe sheet.
  • LocalLLaMA ~ Subreddit to discuss about Llama, the large language model created by Meta AI. Often really hangs behind news.

Learn#

  • Neural Networks: Zero to Hero ~ Learning the basics of how AI works.
  • Attention is all you need ~ A complete explanation of all the layers of a Transformer Model: Multi-Head Self-Attention, Positional Encoding, including all the matrix multiplications and a complete description of the training and inference process.

Model creation/Dataset Creation#

  • MergeKit ~ Suite of merging scripts. With those scripts you can merge LLM models with a variety of different merging methods.
  • MergeMonster ~ An unsupervised merging algorithm for Transformers-based language models, using a list of phrases (both good and bad) and a fully automated strategy that strives to decrease (or increase) the probability of these phrases occurring in the final merge.
  • Quantization script ~ Bunch of Colab/Laggle notebooks for quanting models, applying loras and bunch of other stuff.
  • Huggingface Generation config documentation ~ If you use smth like oobabooga, and you dont know what each gen setting does, well... here is the place.
  • Augmentoolkit ~ Generate multi-turn training data, about any subject, using Open Source LLMs.
  • airoboros ~ using large language models to fine-tune large language models.

Datasets#

Stable Diffusion#

  • AUTOMATIC1111 ~ A really good ui.
  • vladmandic ~ A fork of AUTOMATIC1111 which does things differently. Try which fits best for you.
  • ComfyUI ~ Yet another powerful SD UI, here you have way more control than in vlad, or auto1111. ComfyUI will let you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface.
  • kohya_ss ~ A tool for training sd Loras/Locon/whatever.
  • CivitAi ~ A place where you can get various loras/models/whatever.
  • YameroYandere Lora ~ A really good Yandere lora, made by me with the around 500 images.

Web development#

Neocities#

Neocities type of sites.

  • sadgrl.online ~ Bunch of stuff neocities related.
  • y2k ~ Like the last one but not sorted.
  • gifcities ~ Archive of neocities-like gifs you can use on your website.
  • ezgif ~ A really good online tool for modifying gifs.