- local llms 101 - tired of guides that just tell you to run a script and call it a day? - want to actually know what your GPU is doing, not just trust a black box? - here's what really happens when you run a local LLM - what gets loaded, why, and how it all fits together - no

Temperature in LLMs, clearly explained! Temperature is a key sampling parameter in LLM inference. Today I'll show you what it means and how it actually works. Let's start by prompting OpenAI GPT-3.5 with a low temperature value twice. We observe that it produces identical

You can make RAG apps 10x smarter with this SOTA method! ColiVara is a retrieval method that does not involve chunking. Instead, it treats docs as images and uses vision models for embedding, just like a human would do. Far better accuracy than traditional RAG systems.

🚨 WATCH CLOSELY 🚨 Remember the guy speaking to Charlie Kirk when he was assassinated? New footage shows him practicing his reaction, the EXACT SAME one he gave when Charlie was shot. Why would anyone need to rehearse their reaction just moments before the assassination?

BREAKING VIDEO: Alex Jones Tested For Implantable Microchips / Self-Assembling Nanotech!

He Disappeared after exposing this ancient technique to detach from mind‼️‼️

Billionaire breaks Down "How to Become a Millionaire?" into Simple Steps

Part 1/3 Every political change starts with the Party's program Below is a sample that has been tested and showed excellent results for the country in just 7 years There is no future for the West with present ZOG Political Class To find the proper direction for New Party below

Jay Guthrie bycloud posted video on that explaining super well: youtube.com/watch?v=SvIJ-B… there is one catch though: the cache only lasts 5 minutes (or 1 hour for anthropic if you pay double the price) and also it doesn't work super well in all models (i've heard it made gemini crazy slow)

If you're late to the whole "memory in AI agents" topic like me, I recommend investing 43 minutes to watch this video. In this video, Adam Łucek (sorry, couldn't find a handle) explains AND implements the 4 different types of memory from the CoALA paper: • working memory •

These are the top 7 local AI models you can actually run yourself on a laptop:

This 277 page PDF unlocks the secrets of Large Language Models. Here's what's inside: 🧵

Sorry Larry, I couldn't hear you over this Rabbi talking about Satan being God.

My first tutorial on creative task optimization with DSPy and GEPA is online! Not everything went as expected, but it’s a solid start toward better results. open.substack.com/pub/meandnotes…

Did Stanford just kill LLM fine-tuning? This new paper from Stanford, called Agentic Context Engineering (ACE), proves something wild: you can make models smarter without changing a single weight. Here's how it works: Instead of retraining the model, ACE evolves the context

They keep their sponsors happy But they don't drink the POISON

Introducing: HuggingChat Omni 💫 Select the best model for every prompt automatically 🚀 - Automatic model selection for your queries - 115 models available across 15 providers Available now all Hugging Face users. 100% open source.

Tucker Carlson: “What are Chemtrails?” “Where they just spray metals into the Air - it’s Geo-Engineering” “It’s sure to be a cloudy day tomorrow” It’s no longer a Conspiracy - everyone is finally talking about & looking up at it happening above them each day ‼️

RFK JR drops massive truth bombs‼️ “There’s an argument that Covid 19 is ethnically targeted. Covid 19 attacks certain races disproportionately (…) Caucasians and black people. The races that are most immune to Covid 19 are Ashkenazi Jews and Chinese.” “We are developing