Pinned Repositories
alpha_zero
A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games
deep_rl_zoo
A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.
DPO-LLaMA
A clean implementation of direct preference optimization (DPO) to train the LLaMA 2 model to align with human preferences.
InstructLLaMA
Implements pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF), to train and fine-tune the LLaMA2 model to follow human instructions, similar to InstructGPT or ChatGPT, but on a much smaller scale.
Llama3-FunctionCalling
Fine-tune Llama3 model to support function calling
miniGPT
Try to implement pre-training and fine-tuning GPT-2 model for research and education purpose.
muzero
A PyTorch implementation of DeepMind's MuZero agent
QLoRA-LLM
A simple custom QLoRA implementation for fine-tuning a language model (LLM) with basic tools such as PyTorch and Bitsandbytes, completely decoupled from Hugging Face.
RAG-LLaMA
A clean and simple implementation of Retrieval Augmented Generation (RAG) to enhanced LLaMA chat model to answer questions from a private knowledge base. We use Tesla user manuals to build the knowledge base, and use open-source embedding and Cross-Encoders reranking models from Sentence Transformers in this project.
SAP-UI5-Development-Re-Introduction
This is the official source code for Udemy course SAP UI5 Development Re-Introduction
michaelnny's Repositories
michaelnny/deep_rl_zoo
A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.
michaelnny/alpha_zero
A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games
michaelnny/InstructLLaMA
Implements pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF), to train and fine-tune the LLaMA2 model to follow human instructions, similar to InstructGPT or ChatGPT, but on a much smaller scale.
michaelnny/Llama3-FunctionCalling
Fine-tune Llama3 model to support function calling
michaelnny/muzero
A PyTorch implementation of DeepMind's MuZero agent
michaelnny/SAP-UI5-Development-Re-Introduction
This is the official source code for Udemy course SAP UI5 Development Re-Introduction
michaelnny/miniGPT
Try to implement pre-training and fine-tuning GPT-2 model for research and education purpose.
michaelnny/QLoRA-LLM
A simple custom QLoRA implementation for fine-tuning a language model (LLM) with basic tools such as PyTorch and Bitsandbytes, completely decoupled from Hugging Face.
michaelnny/DPO-LLaMA
A clean implementation of direct preference optimization (DPO) to train the LLaMA 2 model to align with human preferences.
michaelnny/RAG-LLaMA
A clean and simple implementation of Retrieval Augmented Generation (RAG) to enhanced LLaMA chat model to answer questions from a private knowledge base. We use Tesla user manuals to build the knowledge base, and use open-source embedding and Cross-Encoders reranking models from Sentence Transformers in this project.
michaelnny/MM-LLaMA
Bring multimodality to the LLaMA model by leveraging ImageBind as the modal encoder. This project supports vision input (both images and short videos) to the LLaMA model, with text output generated by LLaMA.
michaelnny/art-of-reinforcement-learning
Original source code The Art of Reinforcement Learning by Michael Hu
michaelnny/ReservoirComputing
Implementing Reservoir Computing Networks for Predicting Dynamic Systems
michaelnny/leaked-system-prompts
Collection of leaked system prompts
michaelnny/VisionTransformer
Implementing vision transformer for image classification