What are the hardware requirements for Instella MoE 16B A3B DPO?

Instella MoE 16B A3B DPO requires approximately 31.9 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 Instella MoE 16B A3B DPO and how large is it?

Instella MoE 16B A3B DPO is developed by amd, a model with 15.9b 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 Instella MoE 16B A3B DPO?

Instella MoE 16B A3B DPO is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Instella MoE 16B A3B DPO by amd — VRAM 31.9GB, 32K context

Name: Instella MoE 16B A3B DPO
Author: amd

Instella MoE 16B A3B DPO is an open-source language model by amd. Features: 15.9b LLM, VRAM: 31.9GB, Context: 32K, License: other, MoE, LLM Explorer Score: 0.31.

Arxiv:2511.10628 Amd Conversational Custom code Deepseek v3 En Endpoints compatible Instella Moe Region:us Rocm Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/amd/Instella-MoE-16B-A3B-DPO

Instella MoE 16B A3B DPO Benchmarks

LLME Score: 0.30571

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Instella MoE 16B A3B DPO (amd/Instella-MoE-16B-A3B-DPO)

Instella MoE 16B A3B DPO Parameters and Internals

LLM Name	Instella MoE 16B A3B DPO
Repository 🤗	https://huggingface.co/amd/Instella-MoE-16B-A3B-DPO
Model Size	15.9b
Required VRAM	31.9 GB
Updated	2026-07-25
Maintainer	amd
Model Type	deepseek_v3
Model Files	5.4 GB: 0-of-6 5.4 GB: 1-of-6 5.4 GB: 2-of-6 5.4 GB: 3-of-6 5.4 GB: 4-of-6 4.9 GB: 5-of-6
Supported Languages	en
Model Architecture	InstellaMoEForCausalLM
License	other
Context Length	32768
Model Max Length	32768
Transformers Version	4.57.1
Tokenizer Class	LlamaTokenizerFast
Beginning of Sentence Token	<｜begin▁of▁sentence｜>
End of Sentence Token	<｜end▁of▁sentence｜>
Vocabulary Size	128896
Torch Data Type	bfloat16

Best Alternatives to Instella MoE 16B A3B DPO

Best Alternatives	Context / RAM	Downloads	Likes
Instella MoE 16B A3B Think	32K / 31.9 GB	59	25
Instella MoE 16B A3B SFT	32K / 31.9 GB	51	2
Instella MoE 16B A3B Pretrain	4K / 31.7 GB	70	2
Instella MoE 16B A3B Midtrain	4K / 63.5 GB	70	2

Note: green Score (e.g. "73.2") means that the model is better than amd/Instella-MoE-16B-A3B-DPO.

Rank the Instella MoE 16B A3B DPO 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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Release v20260328a

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Instella MoE 16B A3B DPO by amd

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Instella MoE 16B A3B DPO Benchmarks

Instella MoE 16B A3B DPO Parameters and Internals

Best Alternatives to Instella MoE 16B A3B DPO

Rank the Instella MoE 16B A3B DPO Capabilities

What open-source LLMs or SLMs are you in search of? 55396 in total.