๐Ÿง 
Model

instar

by JKHeadley gh-model--jkheadley--instar
Nexus Index
45.4 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 53
R: Recency 100
Q: Quality 50
Tech Context
Vital Performance
0 DL / 30D
0.0%
Audited 45.4 FNI Score
Tiny - Params
- Context
0 Downloads
Commercial MIT License
Model Information Summary
Entity Passport
Registry ID gh-model--jkheadley--instar
License MIT
Provider github
๐Ÿ“œ

Cite this model

Academic & Research Attribution

BibTeX
@misc{gh_model__jkheadley__instar,
  author = {JKHeadley},
  title = {instar Model},
  year = {2026},
  howpublished = {\url{https://github.com/jkheadley/instar}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
JKHeadley. (2026). instar [Model]. Free2AITools. https://github.com/jkheadley/instar

๐Ÿ”ฌTechnical Deep Dive

Full Specifications [+]

Quick Commands

๐Ÿ™ Git Clone
git clone https://github.com/jkheadley/instar

โš–๏ธ Nexus Index V2.0

45.4
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 53
Recency (R) 100
Quality (Q) 50

๐Ÿ’ฌ Index Insight

FNI V2.0 for instar: Semantic (S:50), Authority (A:0), Popularity (P:53), Recency (R:100), Quality (Q:50).

Free2AITools Nexus Index

Verification Authority

Unbiased Data Node Refresh: VFS Live
---

๐Ÿš€ What's Next?

Technical Deep Dive

โš ๏ธ Incomplete Data

Some information about this model is not available. Use with Caution - Verify details from the original source before relying on this data.

View Original Source โ†’

๐Ÿ“ Limitations & Considerations

  • โ€ข Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • โ€ข VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • โ€ข FNI scores are relative rankings and may change as new models are added.
  • โš  License Unknown: Verify licensing terms before commercial use.

Social Proof

GitHub Repository
48Stars
๐Ÿ”„ Daily sync (03:00 UTC)

AI Summary: Based on GitHub metadata. Not a recommendation.

๐Ÿ“Š FNI Methodology ๐Ÿ“š Knowledge Baseโ„น๏ธ Verify with original source

๐Ÿ›ก๏ธ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

๐Ÿ†” Identity & Source

id
gh-model--jkheadley--instar
slug
jkheadley--instar
source
github
author
JKHeadley
license
MIT
tags
agent-infrastructure, ai-agents, autonomous-agents, claude-code, typescript, agent-skills, agent-identity, agent-memory, job-scheduler, telegram-bot, agent-framework, ai-safety, cli, cron, llm, mcp, npm-package, open-source, persistency, whatsapp

โš™๏ธ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag
text-generation

๐Ÿ“Š Engagement & Metrics

downloads
0
stars
48
forks
0

Data indexed from public sources. Updated daily.