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MiaAI-Lab/DeepSeek-v4-Flash-One-DGX-Spark

DeepSeek v4 Flash EXL3 on one DGX Spark

27029Python6d old

Summary

Strong recent activity, documentation, adoption, and maintainer history.

MiaAI-Lab/DeepSeek-v4-Flash-One-DGX-Spark recorded 27 commits in the past 30 days, has 3 public contributors, and has averaged 45 stars a day since launch.

70

Repository health

90

Maintainer track record

75

Repository quality

81

Catalyst Score

Contributors

Public track record

Mia's AI Lab GitHub avatar
Mia's AI Lab

@MiaAI-Lab · Repository owner

90/100

Established maintainer with a long public history and active community.

644 followers72 public repos5y history2 contributions
72 public repositories644 followers5 years of public history
Hiroaki Nakamura GitHub avatar
Hiroaki Nakamura

@hnakamur · Top contributor

96/100

Established maintainer with a long public history and active community.

289 followers876 public repos18y history1 contributions
876 public repositories289 followers18 years of public history
YuLun Shih GitHub avatar
YuLun Shih

@imZack · Top contributor

87/100

Established maintainer with a long public history and active community.

81 followers207 public repos15y history1 contributions
207 public repositories81 followers15 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+18
Fork growth since launch+8
Freshness+7
30-day commit activity+12
Contributor breadth+5
Maintainer track record+11
Topic activity+4
Repository quality+6
Topic novelty+10
Risk penalty0

Activity

Recent repository activity

27

Commits · 30d

3

Public contributors

45

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

27 commits in the last 30 days

3 public contributors

0 issues and 0 pull requests opened in 90 days

6 documentation and structure checks passed

Related repositories

devtools · 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 3 public contributors

Top contributor share
50%
Top three share
100%
Contributors checked
3
Concentration
High

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

Recent commit sample

Latest 27 commits

Unique authors
4
Verified commits
11%
Merge commits
4%
Median time between commits
15 min

Repository footprint

Default branch: main

Repository size
568 KB
Branches
3
Tags
0
Watchers
1
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

Python91.9%
Shell8.1%

Community readiness

GitHub community health 42%

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

Pull request health

Latest 5 pull requests

Merge rate
50%
Median merge time
2.6 hours
Open
1
Stale over 30 days
0

Issue health

Latest 5 issues

Closure rate
20%
Median close time
9.2 hours
Open
4
Open without replies
4

Last checked

8/27/2026, 2:09:47 AM

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