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2020fa_c-programming_paintapp

iOS development

2020fa_intro-ai_stereo

2020fa_pattern-recognition

3 experiments for Pattern Recognition course in USTC 2020fall

2021fa_nlp-bart

reproduce BART for NLP course 2021FA

2021fa_parallel-computing

2021sp-communication-exp

2021sp_dip

Assignments and experiments of DIP

2021sp_machine-learning

aqlm

Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf

bitsandbytes

8-bit CUDA functions for PyTorch

chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

cofi

ACL 2022: Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408

falcontune

Tune any FALCON in 4-bit

grade-school-math

instantsearch-ios-examples

Example apps built with InstantSearch iOS

instructglm

Natural Language is All a Graph Needs

llm-adapters

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

loftq

losparse

peft

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

personal_website

platon

This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).

proj_eggbotapp

Eggbot

pyugm

Python tools to build, do inference with, and learn undirected graphical models.

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

qlora_summarization

Quantized + Summarization

quant

recaptcha

recaptcha-new

remotesprinkler-homekit

Remotely control sprinklers to water plants on the balcony through Apple HomeKit