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alfa-lc

captum

Model interpretability and understanding for PyTorch

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

doge

Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gcd_cfidf

Graph-based enrichment analysis algorithm for paper 'RFX6-mediated dysregulation defines human β cell dysfunction in early type 2 diabetes'(https://www.biorxiv.org/content/10.1101/2021.12.16.466282v1)

haystack

:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

llm-baselines

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models. (add support to NON-hf models)

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

manim

Animation engine for explanatory math videos

mauve

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

mkultra_prompttuning

Prompt tuning toolkit for GPT-2 and GPT-Neo and more

ml-notes

notes about machine learning

nanotron

Minimalistic large language model 3D-parallelism training

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

nlp4education

NLP for Education Purpose

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

olivia-fsm

Config files for my GitHub profile.

olivia-fsm.github.io

Welcome to Olivia's WonderLand! :)

p2mcq

The codebase for NAACL-2022 special theme submission [Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs]

p2mcq_deployment

P2MCQ deployment

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

prefixtuning

Prefix-Tuning: Optimizing Continuous Prompts for Generation

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

pyhessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

sentretrieval

sophia

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

sptag

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

stanford-cs224n

Basic NLP