Does /g/ know what O(n) means?
Hint: everything the redditor said is incorrect
Hard mode: no looking it up

/lmg/ - a general dedicated to the discussion and development of local language models.

Previous threads: >>100308258 & >>100302819

►News
>(05/02) Nvidia releases Llama3-ChatQA-1.5, excels at QA & RAG: https://hf.co/collections/nvidia/chatqa-15-662ebbf6acc85f5c444029a8
>(05/01) KAN: Kolmogorov-Arnold Networks: https://arxiv.org/abs/2404.19756
>(05/01) Orthogonalized Llama-3-8b: https://hf.co/hjhj3168/Llama-3-8b-Orthogonalized-exl2
>(04/27) Refusal in LLMs is mediated by a single direction: https://alignmentforum.org/posts/jGuXSZgv6qfdhMCuJ
>(04/24) Snowflake Arctic Instruct 128x3B MoE released: https://hf.co/Snowflake/snowflake-arctic-instruct

►News Archive: https://rentry.org/lmg-news-archive
►FAQ: https://wikia.schneedc.com
►Glossary: https://rentry.org/lmg-glossary
►Links: https://rentry.org/LocalModelsLinks
►Official /lmg/ card: https://files.catbox.moe/cbclyf.png

►Getting Started
https://rentry.org/llama-mini-guide
https://rentry.org/8-step-llm-guide
https://rentry.org/llama_v2_sillytavern
https://rentry.org/lmg-spoonfeed-guide
https://rentry.org/rocm-llamacpp

►Further Learning
https://rentry.org/machine-learning-roadmap
https://rentry.org/llm-training
https://rentry.org/LocalModelsPapers

►Benchmarks
Chatbot Arena: https://chat.lmsys.org/?leaderboard
Programming: https://hf.co/spaces/bigcode/bigcode-models-leaderboard
Censorship: https://hf.co/spaces/DontPlanToEnd/UGI-Leaderboard
Censorbench: https://codeberg.org/jts2323/censorbench

►Tools
Alpha Calculator: https://desmos.com/calculator/ffngla98yc
GGUF VRAM Calculator: https://hf.co/spaces/NyxKrage/LLM-Model-VRAM-Calculator
Sampler visualizer: https://artefact2.github.io/llm-sampling/index.xhtml

►Text Gen. UI, Inference Engines
https://github.com/oobabooga/text-generation-webui
https://github.com/LostRuins/koboldcpp
https://github.com/lmg-anon/mikupad
https://github.com/turboderp/exui
https://github.com/ggerganov/llama.cpp

previous: >>100261520

2TB ram edition

READ THE WIKI! & help by contributing:
https://wiki.installgentoo.com/wiki/Home_server

>NAS Case Guide. Feel free to add to it:
https://wiki.installgentoo.com/wiki/Home_server/Case_guide

/hsg/ is about learning and expanding your horizons. Know all about NAS? Learn virtualization. Spun up some VMs? Learn about networking by standing up a OPNsense/PFsense box and configuring some VLANs. There's always more to learn and chances to grow. Think you’re god-tier already? Setup OpenStack and report back.

>What software should I run?
Install Gentoo. Or whatever flavor of *nix is best for the job or most comfy for you. Jellyfin/Emby/Plex to replace Netflix, Nextcloud to replace Googlel, Ampache/Navidrome to replace Spotify, the list goes on. Look at the awesome self-hosted list and ask.

>Why should I have a home server?
/hsg/ is about learning and expanding your horizons. De-botnet your life. Learn something new. Serving applications to yourself, your family, and your frens feels good. Put your tech skills to good use for yourself and those close to you. Store their data with proper availability redundancy and backups and serve it back to them with a /comfy/ easy to use interface.

>Links & resources
Cool stuff to host: https://gitlab.com/awesome-selfhosted/awesome-selfhosted
RouterOS's: https://wiki.installgentoo.com/wiki/Home_server#Custom
https://reddit.com/r/datahoarder
https://www.labgopher.com
https://www.reddit.com/r/homelab/wiki/index
https://wiki.debian.org/FreedomBox/Features
List of ARM-based SBCs: https://docs.google.com/spreadsheets/d/1PGaVu0sPBEy5GgLM8N-CvHB2FESdlfBOdQKqLziJLhQ
Low-power x86 systems: https://docs.google.com/spreadsheets/d/1LHvT2fRp7I6Hf18LcSzsNnjp10VI-odvwZpQZKv_NCI
Cheap disks: https://shucks.top/ & https://diskprices.com/

Remember:
RAID protects you from DOWNTIME
BACKUPS protect you from DATA LOSS

/aicg/ - A general dedicated to the discussion and development of AI chatbots

Jaguar Edition

>News
Meta AI released Llama 3 8B and 70B https://llama.meta.com/llama3
Claude Opus on Amazon Bedrock https://aws.amazon.com/blogs/aws/anthropics-claude-3-opus-model-on-amazon-bedrock
OpenAI released the gpt-4-turbo as stable
Anthropic released the Claude 3 family https://www.anthropic.com/news/claude-3-family

additional info: https://rentry.org/aicg_extra_information

>Bots
https://chub.ai
https://chub-archive.evulid.cc
https://booru.plus/+pygmalion
https://rentry.org/meta_bot_list
https://rentry.org/charcardrentrylist

>Guides
https://rentry.org/tavern4retards - https://rentry.org/agnai_guides

>Jailbreaks
https://rentry.org/jb-listing

>Frontends
https://sillytavern.app [SillyTavern]
https://agnai.chat [Agnai]
https://risuai.xyz [RisuAI]
https://docs.miku.gg [Miku]
https://character.ai [Cai]

>Models
gpt: https://platform.openai.com/docs
claude: https://docs.anthropic.com
gemini: https://ai.google.dev/docs
local: >>>/g/lmg
https://rentry.org/meta_golocal_list

>Botmaking
https://rentry.org/meta_botmaking_list
https://desune.moe/aichared
https://agnai.chat/editor

>Meta
OP templates: https://rentry.org/aicgOP
services assessment: https://rentry.org/aicg_meta
try these -> https://rentry.org/weirdbutfunjailbreaksandprompts - https://rentry.org/jinxbreaks
old slaude stuff: https://rentry.org/meta_claude_list
logs: https://chatlogs.neocities.org
aicg botmaking events: https://rentry.org/meta_event_list

Previous: >>100311904

Previous /sdg/ thread : >>100308373

>Beginner UI local install
Fooocus: https://github.com/lllyasviel/fooocus
EasyDiffusion: https://easydiffusion.github.io

>Local install
Automatic1111: https://github.com/automatic1111/stable-diffusion-webui
ComfyUI (Node-based): https://rentry.org/comfyui
AMD GPU: https://rentry.org/sdg-link#amd-gpu
Intel GPU: https://rentry.org/sdg-link#intel-gpu

>Use a VAE if your images look washed out
https://rentry.org/sdvae

>Auto1111 forks
Forge: https://github.com/lllyasviel/stable-diffusion-webui-forge
Anapnoe UX: https://github.com/anapnoe/stable-diffusion-webui-ux
Vladmandic: https://github.com/vladmandic/automatic

>Run cloud hosted instance
https://rentry.org/sdg-link#run-cloud-hosted-instance

>Try online without registration
txt2img: https://www.mage.space
img2img: https://huggingface.co/spaces/huggingface/diffuse-the-rest
Inpainting: https://huggingface.co/spaces/fffiloni/stable-diffusion-inpainting
pixart: https://huggingface.co/spaces/PixArt-alpha/PixArt-Sigma

>Models, LoRAs & embeddings
https://civitai.com
https://huggingface.co
https://rentry.org/embeddings

>Animation
https://rentry.org/AnimAnon
https://rentry.org/AnimAnon-AnimDiff
https://rentry.org/AnimAnon-Deforum

>SDXL info & download
https://rentry.org/sdg-link#sdxl

>Index of guides and other tools
https://codeberg.org/tekakutli/neuralnomicon
https://rentry.org/sdg-link
https://rentry.org/rentrysd

>View and submit GPU performance data
https://docs.getgrist.com/3mjouqRSdkBY/sdperformance
https://vladmandic.github.io/sd-extension-system-info/pages/benchmark.html

>Share image prompt info
4chan removes prompt info from images, share them with the following guide/site...
https://rentry.org/hdgcb
https://catbox.moe

>Related boards
>>>/h/hdg
>>>/e/edg
>>>/d/ddg
>>>/b/degen
>>>/vt/vtai
>>>/aco/sdg
>>>/trash/sdg

Official: discord.gg/stablediffusion

Is AVIF really the future? And when will 4chan support it?

there is no hobby project to make bros... everything has been written... literally no point to do anything, there's a better version of everything you will ever try programming in the software world

fagman edition

>Interviewing
Neetcode 150: https://neetcode.io/practice
Tips and interview practice: https://blog.interviewing.io/

>Resume Stuff
https://www.careercup.com/resume

>Salary Stuff
"What's your expected salary?": https://www.fearlesssalarynegotiation.com/salary-expectations-interview-question/
Negotiation advice: https://www.freecodecamp.org/news/how-not-to-bomb-your-offer-negotiation-c46bb9bc7dea/
Salary data: https://levels.fyi/

Don't disclose your current salary to recruiters.

>Layoffs
https://layoffs.fyi/

>Helpful YouTube Channels
https://www.youtube.com/@ContinuousDelivery
https://www.youtube.com/@EngineeringwithUtsav
https://www.youtube.com/@ByteByteGo (systems design at a high level)
https://www.youtube.com/@ycombinator (if you're doing a startup)
https://www.youtube.com/@hnasr (for studying backed architecture)

Previous thread: >>100294651

I’ve got Sec+ and PenTest+ and with two years of experience. What should I go for next to land a job?

These things are the biggest fucking scam in tech. They cost like $10 each and they run out after like 10 uses. Why does anyone buy this shit?