What are the hardware requirements for Hy Memory 30B A3B Exl3 4.08bpw?

Hy Memory 30B A3B Exl3 4.08bpw requires approximately 16 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 Hy Memory 30B A3B Exl3 4.08bpw and how large is it?

Hy Memory 30B A3B Exl3 4.08bpw is developed by jyohukuchan, a model with 30b 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 Hy Memory 30B A3B Exl3 4.08bpw?

Hy Memory 30B A3B Exl3 4.08bpw is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Hy Memory 30B A3B Exl3 4.08bpw by jyohukuchan — VRAM 16GB, 256K context

Name: Hy Memory 30B A3B Exl3 4.08bpw
Author: jyohukuchan

Hy Memory 30B A3B Exl3 4.08bpw is an open-source language model by jyohukuchan. Features: 30b LLM, VRAM: 16GB, Context: 256K, License: apache-2.0, LLM Explorer Score: 0.3.

Base model:quantized:tencent/h... Base model:tencent/hy-memory-3... Conversational En Exl3 Hy v3 Memory Moe Quantized Region:us Safetensors Sharded Tensorflow Zh

Model Card on HF 🤗: https://huggingface.co/jyohukuchan/Hy-Memory-30B-A3B-exl3-4.08bpw

Hy Memory 30B A3B Exl3 4.08bpw Parameters and Internals

LLM Name	Hy Memory 30B A3B Exl3 4.08bpw
Repository 🤗	https://huggingface.co/jyohukuchan/Hy-Memory-30B-A3B-exl3-4.08bpw
Base Model(s)	Hy Memory 30B A3B tencent/Hy-Memory-30B-A3B
Model Size	30b
Required VRAM	16 GB
Updated	2026-10-21
Maintainer	jyohukuchan
Model Type	hy_v3
Model Files	4.1 GB: 1-of-4 4.2 GB: 2-of-4 4.2 GB: 3-of-4 3.5 GB: 4-of-4
Supported Languages	en zh
Model Architecture	HYV3ForCausalLM
License	apache-2.0
Context Length	262144
Model Max Length	262144
Transformers Version	5.6.0.dev0
Tokenizer Class	TokenizersBackend
Padding Token	<｜hy_▁pad▁｜>
Vocabulary Size	120832

Rank the Hy Memory 30B A3B Exl3 4.08bpw 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 Hy Memory 30B A3B Exl3 4.08bpw

Best Alternatives	Context / RAM	Downloads	Likes
Hy Memory 30B A3B	256K / 50.5 GB	2145	242
Hy MT2 30B A3B	256K / 48 GB	178301	484

Note: green Score (e.g. "73.2") means that the model is better than jyohukuchan/Hy-Memory-30B-A3B-exl3-4.08bpw.