Utils to quickly evaluate many 🤗 models on the GLUE tasks

Overview

Utils to quickly evaluate many 🤗 models on the GLUE tasks

Setup

wget https://raw.githubusercontent.com/huggingface/transformers/master/examples/pytorch/text-classification/run_glue.py
conda env create -f environment.yaml
conda activate glue-utils

Evaluate multiple models on every glue task:

python runner.py \
    path/to/model_1/ \
    path/to/model_2/ \
    path/to/model_3/ \
    --gpu_idx 1

This will store results in path/to/model_N/glue/[task_name]/, for each model, for each task.

To quickly gather all results, run:

python gather_scores.py \
    path/to/model_1/glue/ \
    path/to/model_2/glue/ \
    path/to/model_3/glue/
Owner
Przemyslaw K. Joniak
Grad student at The University of Tokyo
Przemyslaw K. Joniak
Reso is a low-level circuit design language and simulator, inspired by things like Redstone, Conway's Game of Life, and Wireworld.

Reso Reso is a low-level circuit design language and simulator, inspired by things like Redstone, Conway's Game of Life, and Wireworld. What is Reso?

Lynn 287 Nov 26, 2022
Simple application that does transformation with HPF and LPFs.

Simple application that applies Butterworth, Gaussian & Ideal kernels on HPF and LPFs -aka Frequency Domain Filtering- Upload image from sidebar, set

Merve Noyan 3 Jul 06, 2022
A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python

Introduction The PPCI (Pure Python Compiler Infrastructure) project is a compiler written entirely in the Python programming language. It contains fro

Windel Bouwman 277 Dec 26, 2022
An upgraded version of extractJS

extractJS_2.0 An enhanced version of extractJS with even more functionality Features Discover JavaScript files directly from the webpage Customizable

Ali 4 Dec 21, 2022
A python script that fetches the grades of a student from a WAEC result in pdf format.

About waec-result-analyzer A python script that fetches the grades of a student from a WAEC result in pdf format. Built for federal government college

Oshodi Kolapo 2 Dec 04, 2021
Ellipitical Curve Table Generator

Ellipitical-Curve-Table-Generator This script generates a table of elliptical po

Nishaant Goswamy 1 Jan 02, 2022
Karte der Allgemeinverfügungen zu Schulschließungen oder eingeschränktem Regelbetrieb in Sachsen

SNSZ Karte Datenquelle: Allgemeinverfügungen zu Schulschließungen oder eingeschränktem Regelbetrieb in Sachsen Sächsisches Staatsministerium für Kultu

Jannis Leidel 3 Sep 26, 2022
A simple program which gets a file(CSV/Excel) with tasks and creates different variants

TestMakerProject A simple program which gets a file(CSV/Excel) with tasks and creates different variants The main program is QTengine.py You only have

George 3 Nov 18, 2021
NExT-Ford-aula4 - NExT Ford aula4

Questão 1: vocês deveram fazer o passo a passo de como ficará as pilhas(Stack) e

Gerson 1 Jan 06, 2022
It's an .exe file that can notify your chia profit and warning message every time automatically.

chia-Notify-with-Line 警示程式 It's an .exe file that can notify your chia profit and warning message every time automatically. 這是我自行設計的小程式,有轉成.exe檔了,可以在沒

You,Yu 1 Oct 28, 2021
Python for Microscopists and other image processing enthusiasts

The YouTube channel associated with this code walks you through the entire process of learning to code in Python; all the way from basics to advanced machine learning and deep learning.

Dr. Sreenivas Bhattiprolu 2.3k Jan 01, 2023
This is a Fava extension to display a grouped portfolio view in Fava for a set of Beancount accounts.

Fava Portfolio Summary This is a Fava extension to display a grouped portfolio view in Fava for a set of Beancount accounts. It can also calculate MWR

18 Dec 26, 2022
A rough GSL work DynSAGE of my graduation project

DynSAGE Codes w.r.t DynSAGE-Diffuse can be found in function apply_dyn_model_v2 of src/utils.py. The training entrance is Line 144 - 155 of src/main.p

Yuhan Wang 3 Mar 22, 2022
A refresher for PowerBI Desktop documents

PowerBI_Refresher-NPP Informació Per executar el programa s'ha de tenir instalat el python versio 3 o mes. Requeriments a requirements.txt. El fitxer

Nil Pujol 1 May 02, 2022
Kellogg bad | Union good | Support strike funds

KelloggBot Credit to SeanDaBlack for the basis of the script. req.py is selenium python bot. sc.js is a the base of the ios shortcut [COMING SOON] Set

407 Nov 17, 2022
Nick Craig-Wood's Website

Nick Craig-Wood's public website This directory tree is used to build all the different docs for Nick Craig-Wood's website. The content here is (c) Ni

Nick Craig-Wood 2 Sep 02, 2022
Um jogo para treinar COO em python

WAR DUCK Este joguinho bem simples tem como objetivo treinar um pouquinho de POO com python. Não é nada muito complexo mas da pra se divertir Como rod

Gabriel Jospin 3 Sep 19, 2021
Scripts used in the RayStation medical radiation dosimetry treatment planning system

Med Phys Scripts These are scripts that I, the medical physics assistant at Cookeville Regional Medical Center, wrote for use in our radiation therapy

Kaley White 2 Oct 19, 2022
Nateve transpiler developed with python.

Adam Adam is a Nateve Programming Language transpiler developed using Python. Nateve Nateve is a new general domain programming language open source i

Nateve 7 Jan 15, 2022
Zapiski za ure o C++-u

cpp-notes Zapiski o C++-u. Objavljena verzija je na https://e6.ijs.si/~jslak/c++/ Generating the notes The setup assumes you are working in a Linux en

Jure Slak 1 Jan 05, 2022