Neural Breakdown with AVB

@UC6MhHkSosYXAD-LTXBWyLMg - 33.1K subscribers

If you are into ML, you will read this one day! Founder of Paper Breakdown - a platform where you can study research papers with AI, and get paper recommendations based on your interests.

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Small Language Model Alignment - Finetune SLMs to ALWAYS pick the best answer (Unsloth DPO)

Small Language Model Alignment - Finetune SLMs to ALWAYS pick the best answer (Unsloth DPO) Neural Breakdown with AVB

4.5K views - 1 month ago

DeepSeek V4 so powerful, but how is it so CHEAP? (A deep dive into Sparse Attention)

DeepSeek V4 so powerful, but how is it so CHEAP? (A deep dive into Sparse Attention) Neural Breakdown with AVB

4.1K views - 2 months ago

Tiny Language Models - How to build INSANELY FAST local models! (Unsloth, Outlines)

Tiny Language Models - How to build INSANELY FAST local models! (Unsloth, Outlines) Neural Breakdown with AVB

27K views - 3 months ago

How to finetune LLMs on custom data domains (CPT tutorial with Unsloth)

How to finetune LLMs on custom data domains (CPT tutorial with Unsloth) Neural Breakdown with AVB

9.2K views - 3 months ago

Recursive Language Models (RLMs) - Let's build the coolest agents ever! (Theory & Code)

Recursive Language Models (RLMs) - Let's build the coolest agents ever! (Theory & Code) Neural Breakdown with AVB

23K views - 5 months ago

Let's train Vision Language Models (VLM) from scratch using just Text-Only LLMs!

Let's train Vision Language Models (VLM) from scratch using just Text-Only LLMs! Neural Breakdown with AVB

12K views - 5 months ago

DeepSeekV4 - Manifold Constrained Hyper Connections (mHC) and the evolution of ResNets

DeepSeekV4 - Manifold Constrained Hyper Connections (mHC) and the evolution of ResNets Neural Breakdown with AVB

5.5K views - 6 months ago

I created a cool AI platform to study and discover CS/ML research

I created a cool AI platform to study and discover CS/ML research Neural Breakdown with AVB

4K views - 6 months ago

How to train Multi Agent Collaborative Agents with Reinforcement Learning (CTDE Explained)

How to train Multi Agent Collaborative Agents with Reinforcement Learning (CTDE Explained) Neural Breakdown with AVB

4K views - 7 months ago

How to build your own long-term Agentic Memory System for LLMs | Mem0 from scratch in DSPy

How to build your own long-term Agentic Memory System for LLMs | Mem0 from scratch in DSPy Neural Breakdown with AVB

16K views - 8 months ago

Everything I learned after making 50 educational videos!

Everything I learned after making 50 educational videos! Neural Breakdown with AVB

9 months ago

A visual guide on Reinforcement Learning - the 6 things that makes it “click”

A visual guide on Reinforcement Learning - the 6 things that makes it “click” Neural Breakdown with AVB

7.7K views - 10 months ago

Let me explain PyTorch in 7 Concepts

Let me explain PyTorch in 7 Concepts Neural Breakdown with AVB

21K views - 11 months ago

DSPy + Context Engineering - the fully hands-on Basics to Pro course!

DSPy + Context Engineering - the fully hands-on Basics to Pro course! Neural Breakdown with AVB

21K views - 11 months ago

How to finetune LLMs to THINK with Reinforcement Learning (GRPO from scratch!)

How to finetune LLMs to THINK with Reinforcement Learning (GRPO from scratch!) Neural Breakdown with AVB

27K views - 1 year ago

I'll make four awesome LLM Voice Apps with Sarvam AI in 25 minutes

I'll make four awesome LLM Voice Apps with Sarvam AI in 25 minutes Neural Breakdown with AVB

1 year ago

Diffusion Language Models vs Autoregressive Language Models

Diffusion Language Models vs Autoregressive Language Models Neural Breakdown with AVB

1 year ago

How to solve Reinforcement Learning when there are ZERO rewards (Curiosity & RND)

How to solve Reinforcement Learning when there are ZERO rewards (Curiosity & RND) Neural Breakdown with AVB

1.8K views - 1 year ago

10 libraries for developing any AI app in Python (with code examples!)

10 libraries for developing any AI app in Python (with code examples!) Neural Breakdown with AVB

2.3K views - 1 year ago

Building awesome Speech To Text Transformers from scratch - One line of Pytorch at a time!

Building awesome Speech To Text Transformers from scratch - One line of Pytorch at a time! Neural Breakdown with AVB

10K views - 1 year ago

Sesame AI and RVQs - the network architecture behind VIRAL speech models

Sesame AI and RVQs - the network architecture behind VIRAL speech models Neural Breakdown with AVB

2.5K views - 1 year ago

Writing Mixture of Experts LLMs from Scratch in PyTorch

Writing Mixture of Experts LLMs from Scratch in PyTorch Neural Breakdown with AVB

5.5K views - 1 year ago

Will you ever learn Deep Learning?

Will you ever learn Deep Learning? Neural Breakdown with AVB

1 year ago

Do you know about these 17 NLP and LLM research directions?

Do you know about these 17 NLP and LLM research directions? Neural Breakdown with AVB

1 year ago

Did you miss these recent amazing Computer Vision research papers?

Did you miss these recent amazing Computer Vision research papers? Neural Breakdown with AVB

1 year ago

Visually explaining Byte Latent Transformers - LLMs just got a massive breakthrough!

Visually explaining Byte Latent Transformers - LLMs just got a massive breakthrough! Neural Breakdown with AVB

8.1K views - 1 year ago

Turns out Attention wasn't all we needed - How have modern Transformer architectures evolved?

Turns out Attention wasn't all we needed - How have modern Transformer architectures evolved? Neural Breakdown with AVB

1 year ago

Vision Transformers - The big picture of how and why it works so well.

Vision Transformers - The big picture of how and why it works so well. Neural Breakdown with AVB

7.9K views - 1 year ago

From Attention to Generative Language Models - One line of code at a time!

From Attention to Generative Language Models - One line of code at a time! Neural Breakdown with AVB

8.3K views - 1 year ago

A guide to building Retrieval Augmented Generation (RAG) pipelines that actually work

A guide to building Retrieval Augmented Generation (RAG) pipelines that actually work Neural Breakdown with AVB

12K views - 1 year ago

Finetune LLMs to teach them ANYTHING with Huggingface and Pytorch | Step-by-step tutorial

Finetune LLMs to teach them ANYTHING with Huggingface and Pytorch | Step-by-step tutorial Neural Breakdown with AVB

152K views - 1 year ago

Llama 3.2 Vision - How to make a Multimodal project | Step by Step tutorial

Llama 3.2 Vision - How to make a Multimodal project | Step by Step tutorial Neural Breakdown with AVB

1 year ago

The complete TextGrad Tutorial - Easily optimize LLM prompts, math, and code!

The complete TextGrad Tutorial - Easily optimize LLM prompts, math, and code! Neural Breakdown with AVB

6.9K views - 1 year ago

So you think you know Text to Video Diffusion models?

So you think you know Text to Video Diffusion models? Neural Breakdown with AVB

8.9K views - 1 year ago

How to write YOLO networks from the ground up for object detection

How to write YOLO networks from the ground up for object detection Neural Breakdown with AVB

4.9K views - 1 year ago

The Machine Learning behind Apple Intelligence - Blueprint of a Modern LLM

The Machine Learning behind Apple Intelligence - Blueprint of a Modern LLM Neural Breakdown with AVB

1 year ago

Complete DSPy Tutorial - Master LLM Prompt Programming in 8 amazing examples!

Complete DSPy Tutorial - Master LLM Prompt Programming in 8 amazing examples! Neural Breakdown with AVB

66K views - 1 year ago

How does Segment Anything 2 (SAM 2) work? Paper and Network Architecture Explained!

How does Segment Anything 2 (SAM 2) work? Paper and Network Architecture Explained! Neural Breakdown with AVB

16K views - 1 year ago

How Neural Nets estimate depth from 2D images? Monocular Depth Estimation Explained!

How Neural Nets estimate depth from 2D images? Monocular Depth Estimation Explained! Neural Breakdown with AVB

18K views - 2 years ago

The entire history of Computer Vision explained one core concept at a time.

The entire history of Computer Vision explained one core concept at a time. Neural Breakdown with AVB

6.6K views - 2 years ago

Text to Image Diffusion AI Model from scratch - Explained one line of code at a time!

Text to Image Diffusion AI Model from scratch - Explained one line of code at a time! Neural Breakdown with AVB

35K views - 2 years ago

Kolmogorov Arnold Networks (KAN) Paper Explained - An exciting new paradigm for Deep Learning?

Kolmogorov Arnold Networks (KAN) Paper Explained - An exciting new paradigm for Deep Learning? Neural Breakdown with AVB

71K views - 2 years ago

I made a game where all the LLMs have to lie to each other

I made a game where all the LLMs have to lie to each other Neural Breakdown with AVB

2 years ago

Coding Image Segmentation with UNet from first principles | Football Computer Vision

Coding Image Segmentation with UNet from first principles | Football Computer Vision Neural Breakdown with AVB

2.5K views - 2 years ago

But what does a trained Convolution Neural Network actually learn? VISUALIZED!

But what does a trained Convolution Neural Network actually learn? VISUALIZED! Neural Breakdown with AVB

4.3K views - 2 years ago

A historical look at the definitions of AGI - Alignment, Consciousness, Behavior

A historical look at the definitions of AGI - Alignment, Consciousness, Behavior Neural Breakdown with AVB

2 years ago

Two Large Language Models DEBATE about AGI and Humanity + How i did it! (ChatGPT vs Mixtral)

Two Large Language Models DEBATE about AGI and Humanity + How i did it! (ChatGPT vs Mixtral) Neural Breakdown with AVB

2 years ago

If LLMs are text models, how do they generate images?

If LLMs are text models, how do they generate images? Neural Breakdown with AVB

13K views - 2 years ago

Here is how Transformers ended the tradition of Inductive Bias in Neural Nets

Here is how Transformers ended the tradition of Inductive Bias in Neural Nets Neural Breakdown with AVB

9.8K views - 2 years ago

The many amazing things about Self-Attention and why they work

The many amazing things about Self-Attention and why they work Neural Breakdown with AVB

9.3K views - 2 years ago

Neural Attention - This simple example will change how you think about it

Neural Attention - This simple example will change how you think about it Neural Breakdown with AVB

13K views - 2 years ago

How Multi-Agent AI learn by continuously competing against themselves | Self Play

How Multi-Agent AI learn by continuously competing against themselves | Self Play Neural Breakdown with AVB

2 years ago

Reinforcement Learning AI through 4 famous projects!

Reinforcement Learning AI through 4 famous projects! Neural Breakdown with AVB

2.7K views - 2 years ago

Visualizing the Latent Space: This video will change how you imagine neural nets!

Visualizing the Latent Space: This video will change how you imagine neural nets! Neural Breakdown with AVB

25K views - 2 years ago

JEPA Architectures - How neural networks learn abstract concepts about images (IJEPA)

JEPA Architectures - How neural networks learn abstract concepts about images (IJEPA) Neural Breakdown with AVB

6.9K views - 3 years ago

Reinforcement Learning Meets Prompt Engineering | How do LLMs play video games?

Reinforcement Learning Meets Prompt Engineering | How do LLMs play video games? Neural Breakdown with AVB

3 years ago

Multimodal AI from First Principles - Neural Nets that can see, hear, AND write.

Multimodal AI from First Principles - Neural Nets that can see, hear, AND write. Neural Breakdown with AVB

14K views - 3 years ago

10 years of NLP history explained in 50 concepts | From Word2Vec, RNNs to GPT

10 years of NLP history explained in 50 concepts | From Word2Vec, RNNs to GPT Neural Breakdown with AVB

27K views - 3 years ago

Explaining the Segment Anything Model - Network architecture, Dataset, Training

Explaining the Segment Anything Model - Network architecture, Dataset, Training Neural Breakdown with AVB

40K views - 3 years ago

My AI played millions of games against itself | Self Play (Unity Devlog 05)

My AI played millions of games against itself | Self Play (Unity Devlog 05) Neural Breakdown with AVB

1.6K views - 3 years ago