wilfoderek

build-generative-ai-apps-with-langchain

"Build Generative AI Apps with LangChain" is a repository that contains a comprehensive framework for building generative AI applications using LangChain, an innovative language modeling platform. This repository includes all the necessary code and documentation to help developers quickly build and deploy generative AI applications

ComputerVisionLab

Exercises and examples of my Computer Vision subject with Deep Learning

experiments-on-large-language-models

This Repository Contains Different Experiments on LLMs with Hugging Face, Open AI, Pinecone, Lang Chain along with SOTA LLMs like GPT-X, LLAMA, BARD

falcon-langchain

Falcon LLM with Chat UI using LangChain and Chainlit

Framework-ORPOPA

Método ágil de programación.

information-retrieval

Neural information retrieval / semantic-search / Bi-Encoders

m2

Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"

mobilios

mobilios is an android, ios app for concepto validation

Transformers

A Comprehensive Implementation of Transformers Architecture from Scratch

violence-detection-deeplearning

This repository will contain the code for the paper: "ViolenceNet: Dense Multi Head Self-Attention with Bidirectional Convolutional LSTM for detecting violence"

wilfoderek/Transformers

A Comprehensive Implementation of Transformers Architecture from Scratch

wilfoderek/ComputerVisionLab

Exercises and examples of my Computer Vision subject with Deep Learning

wilfoderek/falcon-langchain

Falcon LLM with Chat UI using LangChain and Chainlit

wilfoderek/m2

Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"

wilfoderek/mobilios

mobilios is an android, ios app for concepto validation

wilfoderek/NLP-and-PyTorch

NLP use cases using popular solutions: Frequency Embeddings, Word embedding (word2vec, doc2vec, Glove), RNN,LSTM, Transformers-BERT, Sentence_Transformers etc. PyTorch

wilfoderek/pso-vessel-design-matlab

This project focuses on utilizing Particle Swarm Optimization (PSO), a bio-inspired algorithm, to solve the complex problem of vessel design optimization. The goal is to enhance the design efficiency and performance of marine vessels by optimizing key parameters such as hull shape, weight distribution, and propulsion systems.

wilfoderek/research-paper-implementation

2023 - sentence transformer

wilfoderek/Video-Action-Recognition-Collaborative-Learning-with-Dynamics-via-PSO-ConvNet-Transformer

Video action recognition using PSO

wilfoderek/x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

wilfoderek/BERT-LoRA-TensorRT

This repository contains a custom implementation of the BERT model, fine-tuned for specific tasks, along with an implementation of Low Rank Approximation (LoRA). The models are optimized for high performance using NVIDIA's TensorRT.

wilfoderek/cramming

Cramming the training of a (BERT-type) language model into limited compute.

wilfoderek/create-million-parameter-llm-from-scratch

Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.

wilfoderek/Diplomado-Avanzado

Diplomado en Inteligencia Artificial

wilfoderek/Diplomado-IA

Este es un repositorio creado para el diplomado en Inteligencia Artificial y Aprendizaje Profundo

wilfoderek/Genetic-Algorithm-Solutions

A Guide to Problems and Solutions on Genetic Algorithms

wilfoderek/Get-Things-Done-with-Prompt-Engineering-and-LangChain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

wilfoderek/gritlm

Generative Representational Instruction Tuning

wilfoderek/LangChain-SynData-RAG-Eval

LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation

wilfoderek/LawGPT

An experimental project to fine-tune a LLM using ROC law-related content

wilfoderek/lleqa

🤖 Long-form question answering in the legal domain. (AAAI 2024)

wilfoderek/LLM-Zero-to-Hundred

This repository contains different LLM chatbot projects (RAG, LLM agents, etc.) and well-known techniques for training and fine tuning LLMs.

wilfoderek/Military-Vehicles-Detection

Tweaking Yolov5 model to detect military vehicles

wilfoderek/Multilingual_Negation_Scope_Resolution_on_Legal_Data

wilfoderek/Nature-Inspired-Algorithms

Sample Code Collection of Nature-Inspired Computational Methods

wilfoderek/Practicas-Algoritmos-Bioinspirados

This repository contains practices of Bioinspired Algorithms, highlighting optimization algorithms such as PSO and genetic algorithms. Explore implementations and applications in optimization problems among others

wilfoderek/RE-finetune-Tripplets

Tests for Finetuning for relation extraction tasks in spanish

wilfoderek/synthetic_data_generator

This script is designed to convert bodies of text into a question and answer JSON format using the GPT-4 language model. The process involves extracting text from PDF files, tokenizing the text, generating questions and answers, and then saving the results in a JSON file.

wilfoderek/tevatron

Tevatron - A flexible toolkit for dense retrieval research and development.

wilfoderek/unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities