From 33c6e6b8e522aed3d33f6ce5d3a1883ca9284718 Mon Sep 17 00:00:00 2001 From: Michael Galkin Date: Mon, 4 Dec 2023 11:36:49 +0100 Subject: [PATCH] Update: a new 50g ckpts, HF Hub release --- README.md | 6 ++++++ ckpts/ultra_50g.pth | Bin 0 -> 2127350 bytes 2 files changed, 6 insertions(+) create mode 100644 ckpts/ultra_50g.pth diff --git a/README.md b/README.md index 7e133b3..b053994 100644 --- a/README.md +++ b/README.md @@ -5,6 +5,7 @@ [![pytorch](https://img.shields.io/badge/PyTorch_2.1+-ee4c2c?logo=pytorch&logoColor=white)](https://pytorch.org/get-started/locally/) [![pyg](https://img.shields.io/badge/PyG_2.4+-3C2179?logo=pyg&logoColor=#3C2179)](https://pytorch-geometric.readthedocs.io/en/latest/install/installation.html) [![arxiv](http://img.shields.io/badge/arxiv-2310.04562-yellow.svg)](https://arxiv.org/abs/2310.04562) +[![HuggingFace Hub](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Models-black)](https://huggingface.co/collections/mgalkin/ultra-65699bb28369400a5827669d) ![license](https://img.shields.io/badge/License-MIT-green.svg?labelColor=gray) @@ -47,6 +48,11 @@ Table of contents: * [Datasets](#datasets) * [Adding custom datasets](#adding-your-own-graph) +## Updates + +* **Dec 4th, 2023**: Added a new ULTRA checkpoint `ultra_50g` pre-trained on 50 graphs. Averaged over 16 larger transductive graphs, it delivers 0.389 MRR / 0.549 Hits@10 compared to 0.329 MRR / 0.479 Hits@10 of the `ultra_3g` checkpoint. The inductive performance is still as good! Use this checkpoint for inference on larger graphs. +* **Dec 4th, 2023**: Pre-trained ULTRA models (3g, 4g, 50g) are now also available on the [HuggingFace Hub](https://huggingface.co/collections/mgalkin/ultra-65699bb28369400a5827669d)! + ## Installation ## You may install the dependencies via either conda or pip. diff --git a/ckpts/ultra_50g.pth b/ckpts/ultra_50g.pth new file mode 100644 index 0000000000000000000000000000000000000000..a0db32dc519f2959bcd015de6fae0e2e521c1bf8 GIT binary patch literal 2127350 zcmb@v1$-3O_dXol-QC?{yF0TX8{7sR+zF5(4YG$_d?^;(Dei8?Nmd|0aW7W16l<|U zaciOcpL=Jsy<2AazU}Yj^T~70x#!;Jo_S_6IlIgzO_dZWgM!kg4f^a~o}dgtefo8e ziR~QIzhAeWokN1FbdR=0SML9HY@Hfug4${SMkaSygUYr^h2?y*HCeZA{bFNdy4ia5 z>pLKQ6Y3sAG2LtR>SjxCO8#oX&mwQJ>0# zVtV!HX|ty6X6r}YdRFdixAlr0kiIj;bhY=2?cUiI(|15W>O3$sy){+YvTf3UbO2^X z_lU8k)|RBN6WcG^)?6D*Z%xxC8Ri6A)3!+s+s)oR+8k_6r&P09(>GIslxlI-3`(*% zYsQH^S)G||*37CkOPezP--_+pD|&!6Yfn_tGj&gGrx0s4ai{ETrySm$ak1Sqp2M6|q^1 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