Rubens Zimbres's repositories
timesfm-decoder-Google-time-series
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
gpt-researcher-writer
GPT based autonomous agent that does online comprehensive research on any given topic
pykan-KAN-Kolmogorov_NN
Kolmogorov Arnold Networks
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
cloudsql-gke-demo-for-genai-pgvector
A Demo using Cloud SQL, GKE, and VertexAI
dragonfly_gen-Molecule-LLM
De novo drug design with deep interactome learning
PurpleLlama-LLaMA3
Set of tools to assess and improve LLM security.
llama-recipes-LLaMA3
Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger
pygraphistry
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
gemma.cpp
lightweight, standalone C++ inference engine for Google's Gemma models.
GPTSwarm-Knowledge-Graph_LLM
🐝 GPTSwarm: LLM agents as Graphs
LLMTest_NeedleInAHaystack
Doing simple retrieval from LLM models at various context lengths to measure accuracy
Gemini-RAG
Chatbot that uses Gemini-1.0-Pro to answer questions, with memory by using LangChain. Also, it's enriched by RAG and deployed in Dialogflow
DRAFT-reconstruct-dataset-cyber
DRAFT : Dataset Reconstruction Attack From Trained ensembles. Source code associated with the paper "Trained Random Forests Completely Reveal your Dataset" authored by Julien Ferry, Ricardo Fukasawa, Timothée Pascal, and Thibaut Vidal (2024)
MultiCoT-LangChain-Tables
Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph
WeightWatcher-Examples
User Examples of the WeightWatcher project
GDE-Sprints
A repository of code developed in Google Developer Experts sprints
OWASP-Survey
Data preparation for the 2024 OWASP Top 10 for LLMs Survey
magika-malware-analysis
Detect file content types with deep learning
Cyber-Metrics
Metrics
MoleculeSTM-NLP-Molecule
Multi-modal Molecule Structure-text Model for Text-based Editing and Retrieval, Nat Mach Intell 2023 (https://www.nature.com/articles/s42256-023-00759-6)
RAG_Maestro-scrap-arxiv
Building a chatbot powered with a RAG pipeline to read,summarize and quote the most relevant papers related to the user query.
CyberBotLLM
4 chatbots with memory made with Langchain, VertexAI and Gemini, as a cyber challenge to capture and expose RAG content.
DamnVulnerableLLMProject
A LLM explicitly designed for getting hacked
mvt-Pegasus
MVT (Mobile Verification Toolkit) helps with conducting forensics of mobile devices in order to find signs of a potential compromise.