kimbyeolhee

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

tech-interview-for-junior

The technical interview knowledge that a junior backend developer should possess.

RandStainNA

RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]

self-supervised-histopathology

Pretrained model for self supervised histopathology

TRIPLEX

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

torchtune

A Native-PyTorch Library for LLM Fine-tuning

HE2RNA_code

Train a model to predict gene expression from histology slides.

ALBEF

Code for ALBEF: a new vision-language pre-training method

honeybee

Official implementation of project Honeybee (CVPR 2024)

cxr-clip

WikiChat

WikiChat stops the hallucination of large language models by retrieving data from Wikipedia.

Retina-DKD

Code

Asclepius

Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"

ml-engineering

Machine Learning Engineering Open Book

mistral-inference

Official inference library for Mistral models

lm-evaluation-harness

A framework for few-shot evaluation of language models.

TableLlama

[NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".

yarn

YaRN: Efficient Context Window Extension of Large Language Models

llama2-fine-tune

Scripts for fine-tuning Llama2 via SFT and DPO.

large-scale-lm-tutorials

Large-scale language modeling tutorials with PyTorch

PMC-LLaMA

The official codes for "PMC-LLaMA: Towards Building Open-source Language Models for Medicine"

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

awesome-Vision-and-Language-Pre-training

Recent Advances in Vision and Language Pre-training (VLP)

flash-attention

Fast and memory-efficient exact attention

GPTScore

Source Code of Paper "GPTScore: Evaluate as You Desire"

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

SAM-Med2D

Official implementation of SAM-Med2D