qingruzhang Goto Github PK

adalora

AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).

adashift_release

The original implementation of the experiments in the paper of AdaShift (See https://arxiv.org/abs/1810.00143)

awesome-scs

上海交通大学网安学院本科编程作业参考

baseline-lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

chain-of-thought-hub

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

cv_hwk_submission

data-mining-lianjia-houseprice-prediction-project

Data Mining Project: extract raw data from LianJia; data proprocess and feather engineering; build model with MLP and BiLSTM.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

exllama

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

lm-evaluation

A framework for few-shot evaluation of autoregressive language models.

loftq

lost-in-the-middle

Code and data for "Lost in the Middle: How Language Models Use Long Contexts"

mammoth

Code and data for "MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning" (ICLR 2024)

marl_cavs

MARL for autonomous vehicles.

math

The MATH Dataset (NeurIPS 2021)

nn-designer

Neural network visualization designer.

pasta

PASTA: Post-hoc Attention Steering for LLMs

peft

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

platon

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

realign

Reformatted Alignment

snifferz

A web packet sniffer by python, it is the final course design for my Computer Network Course.

softwareconfiguration

sophia

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

text-generation-webui

A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, llama.cpp (GGUF), Llama models.

thanos

A Biased Graph Neural Network Sampler with Near-Optimal Regret.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

trustllm

TrustLLM: Trustworthiness in Large Language Models

unify-parameter-efficient-tuning

Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)

vit-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)