No-code fine-tuning framework for large language models. Train, evaluate, and deploy custom LLMs on your own data with a point-and-click interface.
Best For
Teams & solo builders
Key Pros & Cons
Strengths
- 10.7% fork-to-star ratio β strong developer contribution signal
Watch Out For
- Low community score (2/100) β smaller support network
Market Momentum
51
+21
24h
+47
7d
+21
30d
14-day heat score history
Creator Buzz3
Search Interest98
Community Activity2
Abandonment & Maintenance Risk
Low Risk
Trend phaseRising
30-day score change+21 pts
Listed on HookFlow3mo old
Discontinued flagβ No
Commit cadenceVery Active
Last commit9d ago
Risk Factors
- No major abandonment signals detected
- Active growth β strong maintenance signal
- GitHub repo actively maintained β last commit 9d ago
GitHub Repository Health
A
Very Active
Stars
5,027
Forks
538
Open Issues
38
Watchers
76
Last commit9d ago
7-day star growth+48 stars
Fork / Star ratio10.7%
Snapshot dateJul 9, 2026
Data Lock-In Index
100
/ 100 (lower = more open)
β Webhooks Outβ Bulk Exportβ Open Formats
vs. Category Peers (Local AI)
Tool
A.R.C.
Heat
7d Ξ
Lock-In
H2O LLM Studio (this)
Fine-tuning & training
β
51
+47
100
Ollamaβ² Rising
Run open-weight LLMs locally with zero configuration
β
71
+41
33
LocalAIβ² Rising
β
71
+34
0
llama.cppβ² Rising
Snapshot Disclaimer: All scores, rankings, and metrics in this report reflect data as of July 9, 2026. Heat scores, community activity, and market momentum are recalculated daily β figures shown here represent a point-in-time snapshot and may differ from current values on HookFlow.ai.
HookFlow.ai Infrastructure Report β July 9, 2026hookflow.ai