We've made so much extra (free!) content it could be its own book 😅
I counted more than 300 visuals across our illustrated and visual guides!
30.04.2025 15:37 — 👍 3 🔁 0 💬 1 📌 0
YouTube video by Maarten Grootendorst
Intuition behind Mamba and State Space Models | Enhancing LLMs!
www.youtube.com/watch?v=BDTV...
21.03.2025 15:40 — 👍 3 🔁 0 💬 0 📌 0
Happy to introduce my video on this alternative LLM architecture, Mamba and State Space Models!
I wanted to do it for a while now and finally found the time to work on animating my visual guide. Expect to gain an intuitive understanding of this alternative LLM architecture.
Link below 👇
21.03.2025 15:40 — 👍 8 🔁 1 💬 1 📌 0
Announcing BERTopic v0.17 🥳
This is a feature-packed update that includes the amazing Model2Vec, more interactive DataMapPlot functionalities, a method for lightweight installation, and much more!
19.03.2025 17:08 — 👍 7 🔁 3 💬 1 📌 0
A Visual Guide to LLM Agents
Exploring the main components of Single- and Multi-Agents
I might have gone a little overboard with the number of visuals... but this is such an exciting topic! Here's the article: newsletter.maartengrootendorst.com/p/a-visual-g...
17.03.2025 15:57 — 👍 4 🔁 2 💬 1 📌 0
Introducing "A Visual Guide to LLM Agents" 🤖
With over 60 (!) custom visuals, explore how Agents work, how they are created, their reasoning behavior, Model Context Protocol (MCP), Multi-Agent frameworks, and much more!
Link below 👇
17.03.2025 15:57 — 👍 0 🔁 0 💬 1 📌 0
Can you guess which visual guide is coming?
14.03.2025 16:05 — 👍 0 🔁 0 💬 0 📌 0
MCP is such an interesting protocol and a welcome addition to LLM-based frameworks.
14.03.2025 16:05 — 👍 0 🔁 0 💬 1 📌 0
I discuss Model Context Protocol (MCP) in an upcoming article and figured I would share a small video illustrating a simplified flow!
14.03.2025 16:05 — 👍 1 🔁 0 💬 1 📌 0
As a bonus, I created a lightweight installation of KeyBERT using ONLY scikit-learn and Model2Vec! Installation is straightforward:
19.02.2025 15:36 — 👍 0 🔁 0 💬 1 📌 0
Blazingly fast keyword generation with KeyBERT v0.9 and Model2Vec 🔥
I have been a big fan of the amazing embedding models by The Minish Lab, so I had to integrate them with KeyBERT.
A release for the GPU-poor 😉
19.02.2025 15:36 — 👍 1 🔁 0 💬 1 📌 0
You can find everything at our repo: github.com/HandsOnLLM/H...
11.02.2025 16:23 — 👍 1 🔁 0 💬 0 📌 0
To Reasoning LLMs and DeepSeek-R1:
11.02.2025 16:23 — 👍 0 🔁 0 💬 1 📌 0
There are also guides to common principles like Quantization and Mixture of Experts:
11.02.2025 16:23 — 👍 0 🔁 0 💬 1 📌 0
@jayalammar.bsky.social and I are incredibly proud to bring you this highly animated (and free 😉) course:
11.02.2025 16:23 — 👍 0 🔁 0 💬 1 📌 0
Did you know we continue to develop new content for the "Hands-On Large Language Models" book?
There's now even a free course available with
@deeplearningai.bsky.social!
11.02.2025 16:23 — 👍 11 🔁 3 💬 1 📌 0
All the way to DeepSeek-R1-(zero):
03.02.2025 15:51 — 👍 0 🔁 0 💬 1 📌 0
From exploring verifiers for distilling reasoning:
03.02.2025 15:51 — 👍 0 🔁 0 💬 1 📌 0
A Visual Guide to Reasoning LLMs 💭
With over 40 custom visuals, explore DeepSeek-R1, the train-time compute paradigm shift, test-time compute techniques, verifiers, STaR, and much more!
Link below
03.02.2025 15:51 — 👍 2 🔁 0 💬 1 📌 1
I'm incredibly grateful that "Exploring Language Models" has reached over 10k subscribers🔥
A big thank you to all readers who have enjoyed my visual guides to Mixture of Experts (MoE), Quantization, State Space Models (SSMs) and Mamba 🤗
20.01.2025 15:42 — 👍 2 🔁 0 💬 1 📌 1
I started working on animating "A Visual Guide to Mamba" and it's been a blast.
Perhaps I should just add animations as a default to upcoming visual guides 😉
18.12.2024 15:57 — 👍 1 🔁 0 💬 0 📌 0
YouTube video by Maarten Grootendorst
A Visual Guide to Mixture of Experts (MoE) in LLMs
🍿 Introducing the animated "Visual Guide to Mixture of Experts (MoE)"!
This was a blast to make and contains more in-depth descriptions than the original already had! Expect even more intuition as we break down visuals and discover the nuances behind MoE.
www.youtube.com/watch?v=sOPD...
18.11.2024 16:20 — 👍 4 🔁 3 💬 0 📌 0
All the way up to BitNet 1.58b with Bitlinear:
12.11.2024 15:40 — 👍 0 🔁 0 💬 1 📌 0
We start with the basics of quantization like the absmax method:
12.11.2024 15:40 — 👍 0 🔁 0 💬 1 📌 0
