Javier Vicho Soto's repositories
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
AdalFlow
AdalFlow: The Library for LLM Applications
GEKKO
GEKKO Python for Machine Learning and Dynamic Optimization
llm-twin-course
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
llm.c
LLM training in simple, raw C/CUDA
ollama
Get up and running with Llama 2 and other large language models locally
python-bootcamp-duke
Official syllabus for AIPI 503 - Python Bootcamp for Data and AI
KG_RAG
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
ollama-python
Ollama Python library
pandas-ai
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
LLM-Finetuning
LLM Finetuning with peft
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
cuda-cudnn-installation
How to install CUDA & cuDNN for Machine Learning
LLM101n
LLM101n: Let's build a Storyteller
API-Testing-and-Development-with-Postman-Second-Edition
API Testing and Development with Postman, Second Edition
ml-4m
4M: Massively Multimodal Masked Modeling
Perplexica
Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI
CSGHub
CSGHub is an opensource large model assets platform just like on-premise huggingface which helps to manage datasets, model files, codes and more. CSGHub是一个开源、可信的大模型资产管理平台，可帮助用户治理LLM和LLM应用生命周期中涉及到的资产（数据集、模型文件、代码等）。CSGHub提供类似私有化的Huggingface功能，以类似OpenStack Glance管理虚拟机镜像、Harbor管理容器镜像以及Sonatype Nexus管理制品的方式，实现对LLM资产的管理。欢迎关注反馈和Star⭐️
build-nanogpt
Video+code lecture on building nanoGPT from scratch
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Databricks-Certified-Associate-Developer-for-Apache-Spark-Using-Python
Databricks Certified Associate Developer for Apache Spark Using Python, Published by Packt
haystack-cookbook
👩🏻🍳 A collection of example notebooks
Building-LLM-Powered-Applications
Building Large Language Model Applications, Published by Packt
geemap
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.