Who developed Spotlight Vm and how large is it?

Spotlight Vm is developed by percepta-ai. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Spotlight Vm?

Spotlight Vm is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Spotlight Vm by percepta-ai

Name: Spotlight Vm
Author: percepta-ai

Spotlight Vm is an open-source language model by percepta-ai. Features: LLM, License: apache-2.0.

Custom code Region:us Safetensors Spotlight

Model Card on HF 🤗: https://huggingface.co/percepta-ai/spotlight-vm

Spotlight Vm Parameters and Internals

LLM Name	Spotlight Vm
Repository 🤗	https://huggingface.co/percepta-ai/spotlight-vm
Updated	2026-10-06
Maintainer	percepta-ai
Model Type	spotlight
Model Architecture	SpotlightForCausalLM
License	apache-2.0
Tokenizer Class	SpotlightTokenizer

Rank the Spotlight Vm capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation