TimS-ml

Boring-Chem-Implementation

Boring-LLM-cpp-Implementation

LLM and Transformer implementation using C++ and CUDA

Boring-LLM-Implementation

So... do you like nanoGPT, litgpt and x-transformer?

Boring-RAG

An API clone of LlamaIndex core functionality with less code.

Boring-Utils

Handwritten-Quantization

My-Algo

Casual LeetCode / HackerRank / Educative practice with Python and (some) C++ / C

My-ML

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Numpy-Scratch-DeepLearning

Deep Learning From Scratch using NumPy. Aims to cover everything from linear regression to deep learning.

TimS-ml/My-Algo

Casual LeetCode / HackerRank / Educative practice with Python and (some) C++ / C

TimS-ml/Boring-LLM-cpp-Implementation

LLM and Transformer implementation using C++ and CUDA

TimS-ml/My-ML

TimS-ml/Boring-LLM-Implementation

So... do you like nanoGPT, litgpt and x-transformer?

TimS-ml/Boring-Chem-Implementation

TimS-ml/Boring-RAG

An API clone of LlamaIndex core functionality with less code.

TimS-ml/Boring-Utils

TimS-ml/nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

TimS-ml/alphafold

Open source code for AlphaFold.

TimS-ml/ChatLM-mini-Chinese

中文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调，给出三元组信息抽取微调示例。

TimS-ml/ColabFold

Making Protein folding accessible to all!

TimS-ml/d2l-pytorch-colab

Automatically Generated Notebooks for Colab

TimS-ml/ddpm-proteins

A denoising diffusion probabilistic model (DDPM) tailored for conditional generation of protein distograms

TimS-ml/DeepRank-GNN-esm

Graph Network for protein-protein interface including language model features

TimS-ml/DynamicBind

repo for DynamicBind: Predicting ligand-specific protein-ligand complex structure with a deep equivariant generative model

TimS-ml/En-transformer

Implementation of E(n)-Transformer, which extends the ideas of Welling's E(n)-Equivariant Graph Neural Network to attention

TimS-ml/FasterTransformer

Transformer related optimization, including BERT, GPT

TimS-ml/flash-attention-jax

Implementation of Flash Attention in Jax

TimS-ml/GeoDock

Flexible Protein-Protein Docking with a Multi-Track Iterative Transformer.

TimS-ml/leptonai

A Pythonic framework to simplify AI service building

TimS-ml/llama_index

LlamaIndex is a data framework for your LLM applications

TimS-ml/LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

TimS-ml/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

TimS-ml/LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

TimS-ml/minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

TimS-ml/openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

TimS-ml/Pocket2Mol

Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets

TimS-ml/REINVENT4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

TimS-ml/self-rewarding-lm-pytorch

Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI

TimS-ml/Umol

Protein-ligand structure prediction