Fine-tuning framework for LLMs. Supports QLoRA, LoRA, and full fine-tuning on Llama, Mistral, Gemma, and more. The community standard for fine-tuning runs.
Best For
Teams & solo builders
Key Pros & Cons
Strengths
- 11.4% fork-to-star ratio β strong developer contribution signal
Watch Out For
- Low community score (2/100) β smaller support network
Market Momentum
39
-3
24h
+26
7d
+15
30d
14-day heat score history
Creator Buzz3
Search Interest50
Community Activity2
Abandonment & Maintenance Risk
Low Risk
Trend phaseRising
30-day score change+15 pts
Listed on HookFlow2mo old
Discontinued flagβ No
Commit cadenceVery Active
Last commitToday
Risk Factors
- No major abandonment signals detected
- Active growth β strong maintenance signal
- GitHub repo actively maintained β last commit Today
GitHub Repository Health
A
Very Active
Stars
12,069
Forks
1,372
Open Issues
226
Watchers
58
Last commitToday
7-day star growth+25 stars
Fork / Star ratio11.4%
Snapshot dateJun 20, 2026
Data Lock-In Index
100
/ 100 (lower = more open)
β Webhooks Outβ Bulk Exportβ Open Formats
vs. Category Peers (AI Frameworks)
Tool
A.R.C.
Heat
7d Ξ
Lock-In
Axolotl (this)
β
39
+26
100
Replicateβ² Declining
C
67
-15
0
LlamaIndexβ² Rising
B
53
+27
0
Unslothβ² Rising
β
52
+27
Snapshot Disclaimer: All scores, rankings, and metrics in this report reflect data as of June 20, 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 June 20, 2026hookflow.ai