wilfoderek
I am a passionate student in Artificial Intelligence, specializing in semantic search, NLP, transformers, and bio-inspired algorithms.
FullStack Developer | Semantic Search | NLPEcuador
Pinned Repositories
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's Repositories
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