microsoft / microsoft/Graphormer

[Feature Request] Pre-trained Graphormer-large v2.0 on PCQM4M

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#74 0 comments 0 reactions 0 assignees View on GitHub

A pull request for this has already been merged.

  • #79 by @YouJiacheng — merged
enhancement
Dominant language
Python
Stars
2.5k
Forks
374
PR merge metrics
No merged PRs in 30d

Description

Summary

Provide pre-trained 24-layer Graphormer (Graphormer-large with 1024 hidden dims) on PCQM4M and PCQM4M v2 to help the community better utilize Graphormer on downstream tasks.

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

The request is to provide a pre-trained 24-layer Graphormer-large model with 1024 hidden dimensions for PCQM4M and PCQM4M v2. Start by reviewing the closed, merged pull request #79 to understand the work already completed. Done means usable pre-trained models are available for both datasets.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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