yxli2123's repositories
bitsandbytes
8-bit CUDA functions for PyTorch
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
PROJ_eggbotApp
Eggbot
SmartHome
smart home
AQLM
Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf
bigcode-evaluation-harness
A framework for the evaluation of autoregressive code generation language models.
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
InstructGLM
Natural Language is All a Graph Needs
LLM-Adapters
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models
PLATON
This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).
qlora_summarization
Quantized + Summarization
RemoteSprinkler-Homekit
Remotely control sprinklers to water plants on the balcony through Apple HomeKit
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
torchtune
A Native-PyTorch Library for LLM Fine-tuning
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
visual_rhetoric
Visual Rhetoric
ViT-pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
warmup
Take some warm up experiments on GLUE
website
My Website