rasbt/gpt-neoxPython
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
(10 stars) (1 fork) (0 issues indexadas) (0 good first issues abertas)
Repositórios
Repositórios de rasbt
Finetuning BLOOM on a single GPU using gradient-accumulation
(32 stars) (4 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/grid-docsJavaScript
Public repository for managing Grid Platform documentation synced with gitbook on docs.grid.ai
(1 star) (0 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/grid-tutorialsPython
(1 star) (0 forks) (0 issues indexadas) (0 good first issues abertas)
Calculates hydrogen-bond interaction tables for protein-small molecule complexes, based on protein PDB and protonated ligand MOL2 structure input. Raschka et al. (2018) J. Computer-Aided Molec. Design
(28 stars) (15 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/HbindVizPython
Tools for generating hydrogen-bond interaction visualizations from Hbind
(11 stars) (6 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/imbalanced-learnPython
Python module to perform under sampling and over sampling with various techniques.
(4 stars) (4 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/interpretable-ml-articleJupyter Notebook
Code examples for my Interpretable Machine Learning Blog Series
(56 stars) (6 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/lion-pytorchPython
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
(3 stars) (2 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/lit-llamaPython
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, quantization, LoRA fine-tuning, pre-training. Apache 2.0-licensed.
(3 stars) (2 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/litdataPython
Streamline data pipelines for AI. Process datasets across 1000s of machines, and optimize data for blazing fast model training.
(16 stars) (2 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/LitServePython
Deploy AI models at scale. High-throughput serving engine for AI/ML models that uses the latest state-of-the-art model deployment techniques.
(9 stars) (2 forks) (0 issues indexadas) (0 good first issues abertas)
LLM Architecture Gallery source data
(1.494 stars) (130 forks) (0 issues indexadas) (0 good first issues abertas)
Website for NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1 GPU + 1 Day
(3 stars) (0 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/LLM-finetuning-scriptsJupyter Notebook
(224 stars) (50 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/LLM-workshop-2024Jupyter Notebook
A 4-hour coding workshop to understand how LLMs are implemented and used
(1.113 stars) (384 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/LLMs-from-scratchJupyter Notebook
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
(103.682 stars) (15.865 forks) (0 issues indexadas) (0 good first issues abertas)
(77 stars) (16 forks) (0 issues indexadas) (0 good first issues abertas)
(28 stars) (4 forks) (0 issues indexadas) (0 good first issues abertas)
rasbt/machine-learning-bookJupyter Notebook
Code Repository for Machine Learning with PyTorch and Scikit-Learn
(5.342 stars) (1.836 forks) (0 issues indexadas) (0 good first issues abertas)