What are the hardware requirements for Accordion 6B A0.5B SFT?

Accordion 6B A0.5B SFT 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 SFT and how large is it?

Accordion 6B A0.5B SFT 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 SFT?

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

Name: Accordion 6B A0.5B SFT
Author: btzyd

Accordion 6B A0.5B SFT 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... Conversational Custom code Elastic-depth En Layer-looping Loop moe Moe Region:us Safetensors

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

Accordion 6B A0.5B SFT Parameters and Internals

LLM Name	Accordion 6B A0.5B SFT
Repository 🤗	https://huggingface.co/btzyd/Accordion-6B-A0.5B-SFT
Base Model(s)	btzyd/Accordion-6B-A0.5B-Base-32K btzyd/Accordion-6B-A0.5B-Base-32K
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
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 SFT 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 SFT

Best Alternatives	Context / RAM	Downloads	Likes
Accordion 6B A0.5B Base 32K	32K / 12.1 GB	10	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-SFT.