WenH's starred repositories

REMEDI

Inspecting and Editing Knowledge Representations in Language Models

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google-api-python-client

🐍 The official Python client library for Google's discovery based APIs.

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perspectiveapi

Perspective is an API that uses machine learning models to score the perceived impact a comment might have on a conversation. See https://developers.perspectiveapi.com for more information.

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lm-evaluation-harness

A framework for few-shot evaluation of language models.

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temporalwiki

[EMNLP 2022] TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models

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Awesome-Mixture-of-Experts-Papers

A curated reading list of research in Mixture-of-Experts(MoE).

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tutel

Tutel MoE: An Optimized Mixture-of-Experts Implementation

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fastmoe

A fast MoE impl for PyTorch

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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FastChat

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

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LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

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serac

Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model

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KnowledgeEditor

Code for Editing Factual Knowledge in Language Models

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memit

Mass-editing thousands of facts into a transformer memory (ICLR 2023)

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nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

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Poetry

非常全的古诗词数据,收录了从先秦到现代的共计85万余首古诗词。

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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alpaca-lora

Instruct-tune LLaMA on consumer hardware

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LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

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Linly

Chinese-LLaMA 1&2、Chinese-Falcon 基础模型;ChatFlow中文对话模型;中文OpenLLaMA模型;NLP预训练/指令微调数据集

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evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

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Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

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awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

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LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

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adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

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Lifelong-Fewshot-Language-Learning

The code for lifelong few-shot language learning

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datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

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text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

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ProgressivePrompts

Progressive Prompts: Continual Learning for Language Models

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