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

Instella MoE 16B A3B Midtrain requires approximately 63.5 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Instella MoE 16B A3B Midtrain and how large is it?

Instella MoE 16B A3B Midtrain 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 Midtrain?

Instella MoE 16B A3B Midtrain 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 Midtrain by amd — VRAM 63.5GB, 4K context

Name: Instella MoE 16B A3B Midtrain
Author: amd

Instella MoE 16B A3B Midtrain is an open-source language model by amd. Features: 15.9b LLM, VRAM: 63.5GB, Context: 4K, 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-Midtrain

Instella MoE 16B A3B Midtrain Benchmarks

LLME Score: 0.31073

^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 Midtrain (amd/Instella-MoE-16B-A3B-Midtrain)

Instella MoE 16B A3B Midtrain Parameters and Internals

LLM Name	Instella MoE 16B A3B Midtrain
Repository 🤗	https://huggingface.co/amd/Instella-MoE-16B-A3B-Midtrain
Model Size	15.9b
Required VRAM	63.5 GB
Updated	2026-07-25
Maintainer	amd
Model Type	deepseek_v3
Model Files	5.0 GB: 1-of-13 5.0 GB: 2-of-13 5.0 GB: 3-of-13 5.0 GB: 4-of-13 5.0 GB: 5-of-13 5.0 GB: 6-of-13 5.0 GB: 7-of-13 5.0 GB: 8-of-13 5.0 GB: 9-of-13 5.0 GB: 10-of-13 5.0 GB: 11-of-13 5.0 GB: 12-of-13 3.5 GB: 13-of-13
Supported Languages	en
Model Architecture	InstellaMoEForCausalLM
License	other
Context Length	4096
Model Max Length	4096
Transformers Version	4.57.1
Tokenizer Class	LlamaTokenizer
Padding Token	<｜end▁of▁sentence｜>
Vocabulary Size	128896
Torch Data Type	bfloat16

Best Alternatives to Instella MoE 16B A3B Midtrain

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 DPO	32K / 31.9 GB	47	2
Instella MoE 16B A3B Pretrain	4K / 31.7 GB	70	2

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

Rank the Instella MoE 16B A3B Midtrain Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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

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

Email us: info@extractum.io. Our Privacy Policy | Terms and Conditions | Suggest an improvement.

Our Social Media →

Original data from HuggingFace, Arena and various public git repos.

Check out Ag3ntum — our secure, self-hosted AI agent for server management.

Release v20260328a

Support LLM Explorer

Instella MoE 16B A3B Midtrain by amd

» All LLMs » amd » Instella MoE 16B A3B Midtrain URL Share it on

Instella MoE 16B A3B Midtrain Benchmarks

Instella MoE 16B A3B Midtrain Parameters and Internals

Best Alternatives to Instella MoE 16B A3B Midtrain

Rank the Instella MoE 16B A3B Midtrain Capabilities

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