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Leveraging BERT and c-TF-IDF to create easily interpretable topics.
💬 Ready-to-use, flexible RAG Chatbot. 基于大模型和 RAG 的知识库问答系统。
Train transformer language models with reinforcement learning.
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
Source code for "Train No Evil: Selective Masking for Task-Guided Pre-Training"
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
InternEvo is an open-sourced lightweight training framework aims to support model pre-training without the need for extensive dependencies.
[ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
Clash for openwrt [Luci-app-clash] https://github.com/frainzy1477/luci-app-clash
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
Instruct-tune LLaMA on consumer hardware
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
QLoRA: Efficient Finetuning of Quantized LLMs
Awesome-LLM: a curated list of Large Language Model
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification
Hierarchy-Aware Global Model for Hierarchical Text Classification
This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long paper "Incorporating Hierarchy into Text Encoder: a Contrastive…
Code for Label Semantics for Few Shot Named Entity Recognition