zlh1992

BigLlamaTuningSummary

Tuning Llama Models > 7b

alarm_project_new

multilabel-classification

Multilabel classification using BERT embeddings

NLP_reflect

SAT

Official Pytorch code for Structure-Aware Transformer.

SimCSE-Pytorch

中文数据集下SimCSE+ESimCSE的实现

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

alpaca-lora

Instruct-tune LLaMA on consumer hardware

autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

BELLE

BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

ChatGPTX-Uni

实现一种单/多Lora-Fusion权值交叉融合+Zero-Finetune零微调增强的跨模型技术方案，LLM-Base+LLM-X+Alpaca，初期，LLM-Base为Chatglm6B底座模型，LLM-X是LLAMA增强模型。该方案简易高效，目标是使此类语言模型能够低能耗广泛部署，并最终在小模型的基座上发生“智能涌现”，力图最小计算代价达成ChatGPT、GPT4、ChatRWKV等人类友好亲和效果。后期将以此为中心模型大脑Agent，进一步融入并指挥CV目标检测、文本图像生成、语音命令交互等执行模型。当前可以满足总结、提问、问答、摘要、改写、评论、扮演等各种需求。

chatyuan_finetuning

clue chatyuan finetuning

Chinese-alpaca-lora

骆驼:A Chinese finetuned instruction LLaMA. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技

ColossalAI

Making big AI models cheaper, easier, and scalable

colossalAI_study

个人改进与学习

gluonts

Probabilistic time series modeling in Python

GPTQ-for-LLaMa

4 bits quantization of LLaMa using GPTQ

greykite

A flexible, intuitive and fast forecasting library

HLATR

Implementation of paper: HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking

human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"

KDDCup2022-ESCI

Oral presentation at KDD Cup Workshop @ KDD 2022

llama

Inference code for LLaMA models

LOMO

LOMO: LOw-Memory Optimization

mm-cot

Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

NBCE

Naive Bayes-based Context Extension

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

proxima

py-tree-sitter

Python bindings to the Tree-sitter parsing library

quant_2022_jk

stanford_alpaca

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