What are the hardware requirements for StdMoE 1b4b 130B?

StdMoE 1b4b 130B requires approximately 15.6 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed StdMoE 1b4b 130B and how large is it?

StdMoE 1b4b 130B is developed by allenai, a model with 130b 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 StdMoE 1b4b 130B?

StdMoE 1b4b 130B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

StdMoE 1b4b 130B by allenai — VRAM 15.6GB, 4K context

Name: StdMoE 1b4b 130B
Author: allenai

StdMoE 1b4b 130B is an open-source language model by allenai. Features: 130b LLM, VRAM: 15.6GB, Context: 4K, License: apache-2.0, LLM Explorer Score: 0.25.

Arxiv:2605.06663 Ablation Baseline Conversational Custom code Dataset:allenai/olmoe-mix-0924 Emo En Memory-matched Mixture-of-experts Moe Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/allenai/StdMoE_1b4b_130B

StdMoE 1b4b 130B Parameters and Internals

LLM Name	StdMoE 1b4b 130B
Repository 🤗	https://huggingface.co/allenai/StdMoE_1b4b_130B
Model Size	130b
Required VRAM	15.6 GB
Updated	2026-08-05
Maintainer	allenai
Model Type	emo
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 4.8 GB: 3-of-4 0.8 GB: 4-of-4
Supported Languages	en
Model Architecture	EmoForCausalLM
License	apache-2.0
Context Length	4096
Model Max Length	4096
Transformers Version	4.57.1
Tokenizer Class	GPT2Tokenizer
Padding Token	<\|pad\|>
Vocabulary Size	100352

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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 StdMoE 1b4b 130B

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Emo 1b14b 130B	4K / 54.3 GB	391	6
StdMoE 1b14b 130B	4K / 54.3 GB	355	4