What are the hardware requirements for Edge0 8B A1B Preview?

Edge0 8B A1B Preview requires a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Edge0 8B A1B Preview and how large is it?

Edge0 8B A1B Preview is developed by Edge0, a model with 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 Edge0 8B A1B Preview?

Edge0 8B A1B Preview is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Edge0 8B A1B Preview by Edge0 — 128K context

Name: Edge0 8B A1B Preview
Author: Edge0

Edge0 8B A1B Preview is an open-source language model by Edge0. Features: 8b LLM, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.41.

4-bit Base model:adapter:inclusionai... Base model:inclusionai/ling-3.... Conversational Custom code Edge-inference Lora Mlx Moe Prerouter Region:us Safetensors Ssd-offload

Model Card on HF 🤗: https://huggingface.co/Edge0/Edge0-8B-A1B-preview

Edge0 8B A1B Preview Parameters and Internals

LLM Name	Edge0 8B A1B Preview
Repository 🤗	https://huggingface.co/Edge0/Edge0-8B-A1B-preview
Base Model(s)	inclusionAI/Ling-3.0-tiny-base inclusionAI/Ling-3.0-tiny-base
Model Size	8b
Required VRAM	0 GB
Updated	2026-09-11
Maintainer	Edge0
Model Files	0.0 GB 4.5 GB 0.0 GB
Model Architecture	BailingMoeV3ForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	5.8.1
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|endoftext\|>
Vocabulary Size	157184
LoRA Model	Yes

Rank the Edge0 8B A1B Preview 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

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Raptor V0.5 8B A1B JANG 6M	128K / 6.8 GB	1140	8