What are the hardware requirements for Lumma 0.6B Extract?

Lumma 0.6B Extract requires approximately 1.3 GB of VRAM and supports a context window of 12K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Lumma 0.6B Extract and how large is it?

Lumma 0.6B Extract is developed by FrontiersMind, a model with 0.6b parameters. 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 Lumma 0.6B Extract?

Lumma 0.6B Extract is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Lumma 0.6B Extract by FrontiersMind — VRAM 1.3GB, 12K context

Name: Lumma 0.6B Extract
Author: FrontiersMind

Lumma 0.6B Extract is an open-source language model by FrontiersMind. Features: 0.6b LLM, VRAM: 1.3GB, Context: 12K, License: apache-2.0, LLM Explorer Score: 0.33.

Base model:finetune:frontiersm... Base model:frontiersmind/lumma... Conversational Custom code En Nandi Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/FrontiersMind/Lumma-0.6B-Extract

Lumma 0.6B Extract Parameters and Internals

LLM Name	Lumma 0.6B Extract
Repository 🤗	https://huggingface.co/FrontiersMind/Lumma-0.6B-Extract
Base Model(s)	FrontiersMind/Lumma-0.6B-Base FrontiersMind/Lumma-0.6B-Base
Model Size	0.6b
Required VRAM	1.3 GB
Updated	2026-08-09
Maintainer	FrontiersMind
Model Type	nandi
Model Files	1.3 GB
Supported Languages	en
Model Architecture	NandiForCausalLM
License	apache-2.0
Context Length	12288
Model Max Length	12288
Transformers Version	5.14.1
Tokenizer Class	NandiTokenizer
Padding Token	<\|pad\|>
Vocabulary Size	131072

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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

Best Alternatives to Lumma 0.6B Extract

Best Alternatives	Context / RAM	Downloads	Likes
Lumma 0.6B Base	12K / 1.3 GB	2253	17