What are the hardware requirements for Motif 3 Base?

Motif 3 Base requires approximately 95 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Motif 3 Base and how large is it?

Motif 3 Base is developed by Motif-Technologies, a model with 314.8b 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 Motif 3 Base?

Motif 3 Base is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Motif 3 Base by Motif-Technologies — VRAM 95GB, 256K context

Name: Motif 3 Base
Author: Motif-Technologies

Motif 3 Base is an open-source language model by Motif-Technologies. Features: 314.8b LLM, VRAM: 95GB, Context: 256K, License: mit, LLM Explorer Score: 0.32.

Arxiv:2608.09119 Base-model Custom code En Feature-extraction Ko Mixture-of-experts Moe Motif Motif-3 Multilingual Pretrained Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Motif-Technologies/Motif-3-Base

Motif 3 Base Parameters and Internals

LLM Name	Motif 3 Base
Repository 🤗	https://huggingface.co/Motif-Technologies/Motif-3-Base
Model Size	314.8b
Required VRAM	95 GB
Updated	2026-08-11
Maintainer	Motif-Technologies
Model Type	Motif
Model Files	2.5 GB: 1-of-155 0.3 GB: 2-of-155 4.0 GB: 3-of-155 0.2 GB: 4-of-155 4.0 GB: 5-of-155 0.2 GB: 6-of-155 4.0 GB: 7-of-155 0.2 GB: 8-of-155 4.0 GB: 9-of-155 0.2 GB: 10-of-155 4.0 GB: 11-of-155 0.2 GB: 12-of-155 4.0 GB: 13-of-155 0.2 GB: 14-of-155 4.0 GB: 15-of-155 0.2 GB: 16-of-155 4.0 GB: 17-of-155 0.2 GB: 18-of-155 4.0 GB: 19-of-155 0.2 GB: 20-of-155 4.0 GB: 21-of-155 0.2 GB: 22-of-155 4.0 GB: 23-of-155 0.2 GB: 24-of-155 4.0 GB: 25-of-155 0.2 GB: 26-of-155 4.0 GB: 27-of-155 0.2 GB: 28-of-155 4.0 GB: 29-of-155 0.2 GB: 30-of-155 4.0 GB: 31-of-155 0.2 GB: 32-of-155 4.0 GB: 33-of-155 0.2 GB: 34-of-155 4.0 GB: 35-of-155 0.2 GB: 36-of-155 4.0 GB: 37-of-155 0.2 GB: 38-of-155 4.0 GB: 39-of-155 0.2 GB: 40-of-155 4.0 GB: 41-of-155 0.2 GB: 42-of-155 4.0 GB: 43-of-155 0.2 GB: 44-of-155 4.0 GB: 45-of-155
Supported Languages	en ko
Model Architecture	MotifForCausalLM
License	mit
Context Length	262144
Model Max Length	262144
Transformers Version	5.7.0
Vocabulary Size	220160

Rank the Motif 3 Base 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

Best Alternatives to Motif 3 Base

Best Alternatives	Context / RAM	Downloads	Likes
Motif 3 Beta	256K / 91 GB	4548	208
Motif 3	256K / 90.8 GB	0	65

Note: green Score (e.g. "73.2") means that the model is better than Motif-Technologies/Motif-3-Base.