What are the hardware requirements for Accordion 6B A0.5B Base 32K?

Accordion 6B A0.5B Base 32K requires approximately 12.1 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Accordion 6B A0.5B Base 32K and how large is it?

Accordion 6B A0.5B Base 32K is developed by btzyd, a model with 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 Accordion 6B A0.5B Base 32K?

Accordion 6B A0.5B Base 32K is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Accordion 6B A0.5B Base 32K by btzyd — VRAM 12.1GB, 32K context

Name: Accordion 6B A0.5B Base 32K
Author: btzyd

Accordion 6B A0.5B Base 32K is an open-source language model by btzyd. Features: 6b LLM, VRAM: 12.1GB, Context: 32K, License: other, LLM Explorer Score: 0.27.

Adaptive-compute Base model:btzyd/accordion-6b-... Base model:finetune:btzyd/acco... Custom code Elastic-depth En Ext 8k Layer-looping Loop moe Moe Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/btzyd/Accordion-6B-A0.5B-Base-32K

Accordion 6B A0.5B Base 32K Parameters and Internals

LLM Name	Accordion 6B A0.5B Base 32K
Repository 🤗	https://huggingface.co/btzyd/Accordion-6B-A0.5B-Base-32K
Base Model(s)	btzyd/Accordion-6B-A0.5B-Base-8K btzyd/Accordion-6B-A0.5B-Base-8K
Model Size	6b
Required VRAM	12.1 GB
Updated	2026-10-25
Maintainer	btzyd
Model Type	loop_moe
Model Files	12.1 GB
Supported Languages	en
Context Length	8k
Model Architecture	LoopMoEForCausalLM
License	other
Context Length	32768
Model Max Length	32768
Transformers Version	4.57.1
Tokenizer Class	PreTrainedTokenizerFast
Beginning of Sentence Token	<｜begin▁of▁sentence｜>
End of Sentence Token	<｜end▁of▁sentence｜>
Vocabulary Size	128000
Torch Data Type	bfloat16

Rank the Accordion 6B A0.5B Base 32K 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 Accordion 6B A0.5B Base 32K

Best Alternatives	Context / RAM	Downloads	Likes
Accordion 6B A0.5B SFT	32K / 12.1 GB	9	0
Accordion 6B A0.5B Base 8K	8K / 12.1 GB	15	0

Note: green Score (e.g. "73.2") means that the model is better than btzyd/Accordion-6B-A0.5B-Base-32K.