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AI-Hypercomputer/gpu-recipes

Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.

14086Python707d old

Summary

The available public data is mixed. More sustained activity or a broader contributor base would strengthen the score.

AI-Hypercomputer/gpu-recipes recorded 36 commits in the past 30 days, has 42 public contributors, and has averaged 0.2 stars a day since launch.

98

Repository health

62

Maintainer track record

75

Repository quality

49

Catalyst Score

Contributors

Public track record

AI Hypercomputer GitHub avatar
AI Hypercomputer

@AI-Hypercomputer · Repository organization

62/100

Active maintainer with a growing open-source track record.

537 followers22 public repos1y history0 contributions
22 public repositories537 followers1 years of public history
tonyjohnchen GitHub avatar
tonyjohnchen

@tonyjohnchen · Top contributor

30/100

This account has a limited public history, so the track-record score is less certain.

2 followers4 public repos3y history140 contributions
4 public repositories2 followers3 years of public history
ninggu GitHub avatar
ninggu

@ngu3 · Top contributor

49/100

This account has a limited public history, so the track-record score is less certain.

6 followers2 public repos9y history88 contributions
2 public repositories6 followers9 years of public history
Vishwas Reddy GitHub avatar
Vishwas Reddy

@incredere · Top contributor

41/100

This account has a limited public history, so the track-record score is less certain.

5 followers15 public repos6y history44 contributions
15 public repositories5 followers6 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+0
Fork growth since launch+0
Freshness+0
30-day commit activity+12
Contributor breadth+9
Maintainer track record+7
Topic activity+4
Repository quality+6
Topic novelty+11
Risk penalty0

Activity

Recent repository activity

36

Commits · 30d

42

Public contributors

0.2

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

36 commits in the last 30 days

42 public contributors

0 issues and 0 pull requests opened in 90 days

6 documentation and structure checks passed

Related repositories

benchmarks · 0 created in the past 30 days

Risk review

What needs watching

No material structural red flags detected; monitor maintainer concentration

Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.

Growth quality

Recent attention and maintainer concentration

Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.

Contributor concentration

Top 42 public contributors

Top contributor share
27%
Top three share
52%
Contributors checked
42
Concentration
Moderate

Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.

Recent commit sample

Latest 100 commits

Unique authors
10
Verified commits
39%
Merge commits
34%
Median time between commits
5 min

Repository footprint

Default branch: main

Repository size
1.5 MB
Branches
107
Tags
0
Watchers
10
Issue tracking

Deeper GitHub data

Delivery, collaboration, and project readiness

These metrics use the latest public records GitHub makes available for this repository.

Language composition

Share of detected source bytes

Python51.6%
Shell44.5%
Jinja2.6%
Dockerfile1%
Go Template0.3%

Community readiness

GitHub community health 50%

README
License
Contributing guide
Code of conduct
Issue template
Pull request template

Pull request health

Latest 50 pull requests

Merge rate
97%
Median merge time
36.8 hours
Open
15
Stale over 30 days
7

Issue health

Latest 1 issues

Closure rate
0%
Median close time
Not enough data
Open
1
Open without replies
1

CI reliability

Latest 50 workflow runs

Success rate
90%
Workflows represented
2
Failed runs
5
Median duration
0.2 min

Last checked

8/25/2026, 8:11:29 PM

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