jcolano's repositories
transformer_step_by_step
This repository contains the notebooks of the series 'transformers by doing - leaving no rock unturned'
needle_in_haystack
Experiment to find a sentence in large context GPT-4 at varying context sizes and document depths.
cnn_image_classifier
CNN from scratch for image classification.
openai_embeding_sample
This notebook shows an implementation of embedings using OpenAI components.
fine_tuning_peft_lora_dziribert
Fine tuning of the DiziriBERT model using Peft and LoRA.
embedding_littleprince
The Little Prince - Embeddings using OpenAI's text-embedding-ada model. This app allows you to speak with The Little Prince book.
toronto_immigration_raq
A Question/Answer application based on streamlit
grocery_products_search
Search grocery products in natural language: A simple python script that takes a text column from a CSV file, creates an embedding local database, and then allows the user to search for products in natural language.
cnn_coffee_leaves_classifier
This CNN classifies coffee leaves into 5 different classes according to 4 diseases and 1 normal state.
large_context_qa_evaluation
Evaluating large context of GPT-4 128K in middle of context Q&A retrieval.
mlbootcamp_jupyter_repo
This repo hosts the project that enables creation of jupyter notebooks in the mlbootcamp webbsite. Viene de jupyterlite/demo.
RLHF
Reinforcement Learning with Human Feedback
rlhf_reward_model
Reward model for RLHF
streamlit-replicate-img-app
Using Replicate to build Streamlit app for image generations!
student_responses_prediction
Aim: Accurately predict which answers the students will choose Part 1: To predict whether the student will get an answer right or wrong Part 2: To predict the exact option the student will choose in a test
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.