Xuezhi Zhao's starred repositories
low-bit-optimizers
Low-bit optimizers for PyTorch
Useful-Tools
Some Useful Tools Code
Cross-Modal-Adapter
[arXiv] Cross-Modal Adapter for Text-Video Retrieval
Deep-Tutorials-for-PyTorch
In-depth tutorials for implementing deep learning models on your own with PyTorch.
a-PyTorch-Tutorial-to-Image-Captioning
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
VL_adapter
PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)
LLaMA-Adapter
[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
Point-PEFT
(AAAI2024) Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models
low_bit_llama
Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs
SST-2-sentiment-analysis
Use BiLSTM_attention, BERT, ALBERT, RoBERTa, XLNet model to classify the SST-2 data set based on pytorch
opencompass
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
lm-evaluation-harness
A framework for few-shot evaluation of language models.
ResidualPrompts
Residual Prompt Tuning: a method for faster and better prompt tuning.