Venelin Valkov

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Fine-Tuning Llama 3 on a Custom Dataset Training LLM for a RAG Q&A Use Case on a Single GPU

Fine-Tuning Llama 3 on a Custom Dataset Training LLM for a RAG Q&A Use Case on a Single GPU

SQL AI Agents Analyze Relational Databases with Natural Language using Llama 3 LLM and CrewAI

SQL AI Agents Analyze Relational Databases with Natural Language using Llama 3 LLM and CrewAI

DeepSeek Coder v2 First Open Coding Model that Beats GPT-4 Turbo?

DeepSeek Coder v2 First Open Coding Model that Beats GPT-4 Turbo?

LLM JSON Output - Get Valid JSON with Pydantic and LangChain Output Parsers

LLM JSON Output - Get Valid JSON with Pydantic and LangChain Output Parsers

Situational Awareness From GPT-4 to AGI Compute Algorithms & Unhobbling by OpenAI Ex-Employee

Situational Awareness From GPT-4 to AGI Compute Algorithms & Unhobbling by OpenAI Ex-Employee

Evaluate LLM Systems & RAGs Choose the Best LLM Using Automatic Metrics on Your Dataset

Evaluate LLM Systems & RAGs Choose the Best LLM Using Automatic Metrics on Your Dataset

AI Agents with LangChain CrewAI and Llama 3 Build an AI Tweet Writing App Step-by-Step Tutorial

AI Agents with LangChain CrewAI and Llama 3 Build an AI Tweet Writing App Step-by-Step Tutorial

Can GPT-4os Memory Replace RAG Systems? Exploring Large Context Windows

Can GPT-4os Memory Replace RAG Systems? Exploring Large Context Windows

GPT-4o API Deep Dive Text Generation Streaming Vision and Function Calling

GPT-4o API Deep Dive Text Generation Streaming Vision and Function Calling

GPT-4o - LMM Audio Vision & Text by OpenAI Faster Cheaper & Smarter than GPT-4 Turbo

GPT-4o - LMM Audio Vision & Text by OpenAI Faster Cheaper & Smarter than GPT-4 Turbo

Advanced RAG with Llama 3 in Langchain Chat with PDF using Free Embeddings Reranker & LlamaParse

Advanced RAG with Llama 3 in Langchain Chat with PDF using Free Embeddings Reranker & LlamaParse

CrewAI with Open LLM Llama 3 using Groq API AI Agents for Data Analysis with Custom Tools

CrewAI with Open LLM Llama 3 using Groq API AI Agents for Data Analysis with Custom Tools

AI Agents with GPT-4 Turbo and CrewAI Cryptocurrency Market Report with News

AI Agents with GPT-4 Turbo and CrewAI Cryptocurrency Market Report with News

Run Your Own AI Mixtral on Your Machine - Inference using Llamacpp on a Cloud GPU Runpod

Run Your Own AI Mixtral on Your Machine - Inference using Llamacpp on a Cloud GPU Runpod

Build Real-World Machine Learning Project Step-by-Step Guide using FastAPI DVC & Poetry

Build Real-World Machine Learning Project Step-by-Step Guide using FastAPI DVC & Poetry

Grok-1 Open Source 314B Mixture-of-Experts Model by xAI Blog post GitHubSource Code

Grok-1 Open Source 314B Mixture-of-Experts Model by xAI Blog post GitHubSource Code

Real-World PyTorch From Zero to Hero in Deep Learning & LLMs Tensors Operations Model Training

Real-World PyTorch From Zero to Hero in Deep Learning & LLMs Tensors Operations Model Training

Will AI Take Your Job? Should You Learn Programming and AIML Development in 2024 and beyond?

Will AI Take Your Job? Should You Learn Programming and AIML Development in 2024 and beyond?

Deploy Tiny LLM to Production Merge Lora Adapter Push to HF Hub Rest API with FastAPI & Docker

Deploy Tiny LLM to Production Merge Lora Adapter Push to HF Hub Rest API with FastAPI & Docker

Fine-tuning Tiny LLM on Your Data Sentiment Analysis with TinyLlama and LoRA on a Single GPU

Fine-tuning Tiny LLM on Your Data Sentiment Analysis with TinyLlama and LoRA on a Single GPU

Mamba vs. Transformers The Future of LLMs? Paper Overview & Google Colab Code & Mamba Chat

Mamba vs. Transformers The Future of LLMs? Paper Overview & Google Colab Code & Mamba Chat

Key Principles for Optimizing LLaMA 2 & ChatGPT Responses Mastering AI Prompt Engineering

Key Principles for Optimizing LLaMA 2 & ChatGPT Responses Mastering AI Prompt Engineering

Phi 2 Small Language Model Better Than 7B LLMs? Google Colab Tutorial with Python

Phi 2 Small Language Model Better Than 7B LLMs? Google Colab Tutorial with Python

Mixtral - Mixture of Experts MoE Free LLM that Rivals ChatGPT 3.5 by Mistral Overview & Demo

Mixtral - Mixture of Experts MoE Free LLM that Rivals ChatGPT 3.5 by Mistral Overview & Demo

Google Gemini - Can it Beat ChatGPTGPT4? Technical Report - Model Architecture Dataset Training

Google Gemini - Can it Beat ChatGPTGPT4? Technical Report - Model Architecture Dataset Training

SDXL Turbo - Almost Instant High-Quality Images with One-Step Text-to-Image AI Model

SDXL Turbo - Almost Instant High-Quality Images with One-Step Text-to-Image AI Model

How To Extract ChatGPT Hidden Training Data Making LLMs e.g. Llama Spill Out Their Training Data

How To Extract ChatGPT Hidden Training Data Making LLMs e.g. Llama Spill Out Their Training Data

Boost Your AI Predictions Maximize Speed with vLLM Library for Large Language Model Inference

Boost Your AI Predictions Maximize Speed with vLLM Library for Large Language Model Inference

Is OpenAIs Q Star the Key to True AI AGI? Technical Exploration of Q* and Its Capabilities.

Is OpenAIs Q Star the Key to True AI AGI? Technical Exploration of Q* and Its Capabilities.

Grok - LLM by Elon Musk & xAI Overview Tech Stack PromptIDE and Sample Prompts

Grok - LLM by Elon Musk & xAI Overview Tech Stack PromptIDE and Sample Prompts

DeepSeek Coder AI Writes Code Free LLM For Code Generation Beats ChatGPT ChatDev & Code Llama

DeepSeek Coder AI Writes Code Free LLM For Code Generation Beats ChatGPT ChatDev & Code Llama

Generate a SaaS Landing Page with AI Agents AutoGen Tutorial with ChatGPTGPT-4

Generate a SaaS Landing Page with AI Agents AutoGen Tutorial with ChatGPTGPT-4

Zephyr 7B Beta - Can 7B LLM Compete with 70B models? Paper review & Google Colab Tutorial

Zephyr 7B Beta - Can 7B LLM Compete with 70B models? Paper review & Google Colab Tutorial

MemGPT - Unlimited Context Window Memory for LLMs Paper review Installation & Demo

MemGPT - Unlimited Context Window Memory for LLMs Paper review Installation & Demo

LLaVA - Large Open Source Multimodal Model Chat with Images like GPT-4V for Free

LLaVA - Large Open Source Multimodal Model Chat with Images like GPT-4V for Free

Mistral 7B - better than Llama 2? Getting started Prompt template & Comparison with Llama 2

Mistral 7B - better than Llama 2? Getting started Prompt template & Comparison with Llama 2

AutoGen - Build Powerful AI Agents with ChatGPTGPT-4 Python Tutorial for Cryptocurrency Analysis

AutoGen - Build Powerful AI Agents with ChatGPTGPT-4 Python Tutorial for Cryptocurrency Analysis

Getting Started with LangChain and Llama 2 in 15 Minutes Beginners Guide to LangChain

Getting Started with LangChain and Llama 2 in 15 Minutes Beginners Guide to LangChain

Falcon 180B - The Best Open LLM Yet? Better Than Llama 2?

Falcon 180B - The Best Open LLM Yet? Better Than Llama 2?

Fine-tuning Llama 2 on Your Own Dataset Train an LLM for Your Use Case with QLoRA on a Single GPU

Fine-tuning Llama 2 on Your Own Dataset Train an LLM for Your Use Case with QLoRA on a Single GPU

Chat with Multiple PDFs using Llama 2 and LangChain Use Private LLM & Free Embeddings for QA

Chat with Multiple PDFs using Llama 2 and LangChain Use Private LLM & Free Embeddings for QA

Deploy Your Private Llama 2 Model to Production with Text Generation Inference and RunPod

Deploy Your Private Llama 2 Model to Production with Text Generation Inference and RunPod

Llama 2 Open Source LLM for Research and Commercial Applications by Meta AI

Llama 2 Open Source LLM for Research and Commercial Applications by Meta AI

Build a Private Chatbot with Local LLM Falcon 7B and LangChain

Build a Private Chatbot with Local LLM Falcon 7B and LangChain

Customer Support Chatbot using Custom Knowledge Base with LangChain and Private LLM

Customer Support Chatbot using Custom Knowledge Base with LangChain and Private LLM

XGen-7B Long Sequence Modeling with up to 8K Tokens. Overview Dataset & Google Colab Code.

XGen-7B Long Sequence Modeling with up to 8K Tokens. Overview Dataset & Google Colab Code.

Mastery List GPT Chat with your ToDO List Time Management and Habits with ChatGPT and LangChain

Mastery List GPT Chat with your ToDO List Time Management and Habits with ChatGPT and LangChain

Deploy LLM to Production on Single GPU REST API for Falcon 7B with QLoRA on Inference Endpoints

Deploy LLM to Production on Single GPU REST API for Falcon 7B with QLoRA on Inference Endpoints

Faster LLM Inference Speeding up Falcon 7b with QLoRA adapter Prediction Time

Faster LLM Inference Speeding up Falcon 7b with QLoRA adapter Prediction Time

Fine-tuning LLM with QLoRA on Single GPU Training Falcon-7b on ChatBot Support FAQ Dataset

Fine-tuning LLM with QLoRA on Single GPU Training Falcon-7b on ChatBot Support FAQ Dataset