transformers

The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling

Revisiting Pre-trained Models for Chinese Natural Language Processing (MacBERT)

PaddleNLP UIE模型的PyTorch版实现

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

ComfyUI-IF_AI_tools is a set of custom nodes for ComfyUI that allows you to generate prompts using a local Large Language Model (LLM) via Ollama. This tool enables you to enhance your image generation workflow by leveraging the power of language models.

Implementation of Bottleneck Transformer in Pytorch

Implementation of MagViT2 Tokenizer in Pytorch

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

Pure Rust Inference Engine

聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)

Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch

This repository is a curated collection of the most exciting and influential CVPR 2023 papers. 🔥 [Paper + Code]

Active Learning for Text Classification in Python

Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch

Official Codebase for "Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights" (ICML 2026 Spotlight)

Pretrained ELECTRA Model for Korean

[CVPR 2025 Highlight] Official code and models for Encoder-only Mask Transformer (EoMT).

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)