olvbm

llm2vec

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

uni2ts

[ICML2024] Unified Training of Universal Time Series Forecasting Transformers

BookStack

A platform to create documentation/wiki content built with PHP & Laravel

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Large-Language-Models

Large language Models (LLM)

Transformers_And_LLM_Are_What_You_Dont_Need

The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.

KMDHierarchicalClustering

llama.cpp

LLM inference in C/C++

xTuring

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

FastChat

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

presentation

presentation pdf collection

stanford_alpaca

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

syntok

Text tokenization and sentence segmentation (segtok v2)

llama

Inference code for LLaMA models

tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

checkjebon

Dutch supermarket prices and comparison tool

ama_prompting

Ask Me Anything language model prompting

NextTrade

A system that performs algorithmic trading

CokeBERT

CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models

text-classification-surveys

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。

clusTCR

CDR3 clustering module providing a new method for fast and accurate clustering of large data sets of CDR3 amino acid sequences, and offering functionalities for downstream analysis of clustering results.

op-vscode

1Password for VS Code

coreference-resolution

Coreference Resolution

KGPool

[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

PatentSBERTa

PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT

DeepDPM

"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

GraphWriter

Code for "Text Generation from Knowledge Graphs with Graph Transformers"

SemEval-Triplet-data

Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.