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alpaca-lora

Instruct-tune LLaMA on consumer hardware

attention_sinks

Extend existing LLMs way beyond the original training length with constant memory usage, and without retraining

bert4keras

keras implement of transformers for humans

chatglm-efficient-tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

chatglm2-6b

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

colossalai

Making big AI models cheaper, easier, and more scalable

contrastive-htc

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 Learning Approach for Hierarchical Text Classification" in ACL 2022.

deepinterestnetwork

DIN

examples

All the code examples I use in my videos

finetune-chatglm2-6b

ChatGLM2-6B 全参数微调，支持多轮对话的高效微调。

finglm

firefly

Firefly(流萤): 中文对话式大语言模型(全量微调+QLoRA)，支持微调Baichuan2、CodeLlama、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya、Bloom等大模型

gpt2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)

grailqa

guidance

A guidance language for controlling large language models.

knowprompt

Code and datasets for the WWW2022 paper "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction."

lit

The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.

lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

nba_chaser

跟踪每日 nba 热点，搭建 nba 问答机器人

paddlenlp

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.

qwen-7b

The official repo of Qwen-7B (通义千问-7B) chat & pretrained large language model proposed by Alibaba Cloud.

rasat

The official implementation of the paper "RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL"(EMNLP 2022)

self-chat

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

streaming-llm

Efficient Streaming Language Models with Attention Sinks

street-fighter-bot

QA bot for answering street-fighter game questions

t5-pegasus-pytorch

text-generation-webui

A gradio web UI for running Large Language Models like GPT-J 6B, OPT, GALACTICA, LLaMA, and Pygmalion.

transformers-bloom-inference

Fast Inference Solutions for BLOOM

xtuner

XTuner is a toolkit for efficiently fine-tuning LLM