jcassiojr's repositories
pykan
Kolmogorov Arnold Networks
trl
Train transformer language models with reinforcement learning.
amazon-bedrock-samples
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
LLM-RLHF-Tuning-with-PPO-and-DPO
Comprehensive toolkit for Reinforcement Learning from Human Feedback (RLHF) training, featuring instruction fine-tuning, reward model training, and support for PPO and DPO algorithms with various configurations for the Alpaca, LLaMA, and LLaMA2 models.
Myra-s-AI-Education-Resrouces
A curated list of AI/ML education resources for higher education faculty and students
generative-ai-on-aws
Generative AI on AWS
Klayers
Python Packages as AWS Lambda Layers
amazon-bedrock-rag-workshop
Workshop Studio
amazon-bedrock-workshop
This is a workshop designed for Amazon Bedrock a foundational model service.
dspy
DSPy: The framework for programming with foundation models
Flowise
Drag & drop UI to build your customized LLM flow
bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
pykoi
pykoi: Active learning in one unified interface
techniques
Techniques for deep learning with satellite & aerial imagery
fine-tuning-llm-with-domain-knowledge
This repo walks you through how to use transfer learning to fine tune a LLM (large language model) using UK Supreme Court case law as the domain specific training dataset. The model being fine-tuned is the HuggingFace GPTJ-6B model.
datasets
Datasets for deep learning with satellite & aerial imagery
lambda-gen-ai-endpoint-blog
This repository guides you through the process of using transfer learning to fine-tune a large language model (LLM) with your own dataset using SageMaker Studio. The model being fine-tuned is the HuggingFace GPTJ-6B model.
nbviewer
nbconvert as a web service: Render Jupyter Notebooks as static web pages
amazon-kendra-langchain-extensions
Samples to build Generative AI applications with LangChain and Amazon Kendra
hh-rlhf
Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
autoprompt
AutoPrompt: Automatic Prompt Construction for Masked Language Models.
software
Software for working with satellite & aerial imagery data & datasets
model-training-and-deployment
Training and deployment of deep learning models for satellite & aerial imagery