🧠
Vellum model by Elis Salobehaj
⭐ 33.1
🧠
Model

Vellum

by Elis Salobehaj elis-salobehaj/vellum
Free2AITools Nexus Index
33.1
S: Semantic 50

Query-time baseline · scored live at search

A: Authority —

Not yet linked · authority accrues from citations / mesh

P: Popularity 0
R: Recency 71
Q: Quality 70
Tech Context
Vital Performance —
Source β†’

Task categories from upstream metadata

πŸ’¬Chat & Dialogue

Technical Constraints

Experimental / High Latency
Low FNI signal 33.1 FNI Score
Tiny - Params
- Context
0 Downloads
Commercial MIT License
Model Information Summary
Entity Passport
Registry ID elis-salobehaj/vellum
License MIT
Provider github
πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{elis_salobehaj_vellum,
  author = {Elis Salobehaj},
  title = {Vellum Model},
  year = {2025},
  howpublished = {\url{https://github.com/elis-salobehaj/Vellum}},
  note = {Accessed via Free2AITools.}
}
APA Style
Elis Salobehaj. (2025). Vellum [Model]. Free2AITools. https://github.com/elis-salobehaj/Vellum

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ™ Git Clone
git clone https://github.com/elis-salobehaj/Vellum

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) —

Not yet linked · authority accrues from citations / mesh

Popularity (P) 0
Recency (R) 71
Quality (Q) 70

πŸ’¬ Index Insight

FNI V2.0 for Vellum: Authority (A:not yet linked), Popularity (P:0), Recency (R:71), Quality (Q:70). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
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πŸš€ What's Next?

πŸ“Š

Models in this category

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⚑

Deployment reference

Understand deployment options

Technical Deep Dive

Vellum Enterprise Chatbot

An enterprise-grade chatbot featuring Entra ID SSO, Multi-LLM support, and an advanced RAG pipeline orchestrated by Kubeflow.

Vellum Showcase

πŸš€ Quick Start (Kubernetes)

This platform is designed to run on Kubernetes (Minikube for local dev).

Prerequisites:

  • Docker & Minikube
  • kubectl & helm
  • uv (Python 3.12+ package manager)
  • pnpm (Node.js package manager)

Launch Platform:

bash 
./scripts/setup-platform.sh

This script initializes Minikube, installs Kubeflow Pipelines, MinIO, Qdrant, and deploys the Vellum services.

Access Services: After setup, use the connect script to port-forward all services:

bash 
./scripts/connect.sh
Service Local URL
Frontend http://localhost:9090
Backend API http://localhost:8000
Kubeflow Dashboard http://localhost:8080
MinIO Console http://localhost:9001

πŸ“– Documentation Hub

Comprehensive documentation is located in the docs/ directory.

Guide Description
πŸš€ Getting Started First-time installation, prerequisites, and Minikube setup.
πŸ’» Development Guide Running locally, hybrid development mode, and critical commands.
🏰 Architecture Deep dive into the stack, project structure, and code conventions.
πŸ” Authentication Details on Entra ID SSO, Dex, and security configuration.
πŸ§ͺ RAG Ingestion How to trigger and verify the Kubeflow ingestion pipeline.

πŸ“‹ Table of Contents

⚠️ 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 β†’

πŸ“ Limitations & Considerations

  • β€’ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • β€’ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • β€’ FNI scores are relative rankings and may change as new models are added.
0
πŸ™ Data Source: GitHub β†—
πŸ”„ Updated daily

Source summary: Based on GitHub metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
gh-model--elis-salobehaj--vellum
slug
elis-salobehaj--vellum
source
github
author
Elis Salobehaj
license
MIT
tags
ai-agent, antigravity, chatbot, enterprise, fastapi, llamaindex, local-llm, ollama, rag, react, entra-id, kfp, kubeflow, kubernetes, mlops, qdrant, tei, text-embeddings-inference, typescript, python

βš™οΈ Technical Specs

pipeline tag
text-generation

πŸ“Š Engagement & Metrics

downloads
0
stars
0
forks
0

Data indexed from public sources. Updated daily.