STACKQUADRANT

AutoArk/TinyEngram

Fine-tuning Tools

Research of DeepSeek Engram Architecture based on Qwen-3 and Stable Diffusion series.

4.5
GitHub Metrics
Stars
1.4k
Forks
88
Open Issues
10
Watchers
97
Contributors
2
Weekly Commits
0
Language
Python
License
—
Last Commit
May 21, 2026
Created
Jan 23, 2026
Latest Release
—
Release Date
—
Synced: Oct 27, 2026
Quality Scores
Documentation Qualityw: 20%
4.1

No dedicated docs site. Description: 85 chars. Stars signal: 1,351. Contributors: 2. Score: 4.1/10

Community Healthw: 20%
4.8

Stars: 1,351. Contributors: 2. Watchers: 97. Forks: 88. Issue ratio: 0.7%. Score: 4.8/10

Maintenance Velocityw: 15%
3.6

Last commit: 159d ago. Weekly commits: 0. No releases published. Score: 3.6/10

API Design & DXw: 20%
6.3

Stars/issues ratio: 135. Dynamic language: Python. No dedicated API docs. No license specified. Popularity signal: 1,351 stars. Score: 6.3/10

Production Readinessw: 15%
2.8

Battle-tested: 1,351 stars. Peer review: 2 contributors. No versioned releases. No license (risky for production). Age: 0.8 years. Maintenance: last commit 159d ago. Score: 2.8/10

Ecosystem Integrationw: 10%
5.2

Fork interest: 88. Major ecosystem: Python. No license (integration risk). Adoption: 1,351 stars. Score: 5.2/10

Tags
deepseekdeepseek-aiengramfine-tuningllmllm-memoryloramemory-injectionpeftpytorch
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration