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Can the AMD Ryzen Embedded V1780B NAS (16 GB) run Kimi K3.1 Pro (2.8T)?

69Good quality (B) · 69 of 100: how capable the model is at Q2_K, whatever it runs on. Match score 9/100 (quality, fit, speed and memory use) sets the ranking.

No, it doesn’t fit

No. Kimi K3.1 Pro (2.8T) needs about 1,114 GB even at Q2_K; the AMD Ryzen Embedded V1780B NAS (16 GB) has 12.0 GB usable.

Download Kimi K3.1 Pro (2.8T)

Ollama

Ollama offers this only as a cloud model (it runs on Ollama’s servers, not your machine). No GGUF build was available yet, so to run it locally use the original weights with vLLM or SGLang.

Original weights · Hugging Face

Full-precision files from Moonshot AI, for fine-tuning, vLLM, Transformers.

huggingface.co/moonshotai/Kimi-K3.1-Pro (opens in a new tab)

No sign-in needed.

Links checked 6 days ago against Hugging Face, Ollama and GitHub.

How it’s rated

Quality 69Good quality (B) · 69 of 100: how capable the model is at Q2_K, whatever it runs on. Match score 9/100 (quality, fit, speed and memory use) sets the ranking.
How capable the model itself is at Q2_K, from its editorial quality tier scaled by the quantization or precision. It’s the same on any hardware that runs this variant. Scale: A+ 85+ · A 70+ · B 55+ · C 40+ · D under 40.
Runs Won't run
How well it runs on the AMD Ryzen Embedded V1780B NAS (16 GB): speed, capped by how well it fits in memory. Runs great: 30+ tokens/s (or near the image, video or decision speed target) · Runs well: 10+ tokens/s · Slow: 3+ tokens/s · Very slow: under 3 · Won’t run: doesn’t fit even with offload. A tight fit or RAM offload caps it at Runs well; heavy offload caps it at Slow.

Match score

To order lists, each result also gets a match score out of 100 from four parts. It favors the most capable model that still runs well.

Model qualityEditorial quality tier of the model, scaled by the quantization or precision used.9.4 / 45
Memory fitFull marks when the model fits in the share of the NAS’s memory that models can use (the rest stays with the NAS system and its storage services); fewer when it goes past that limit.0.0 / 25
SpeedGeneration speed against a 40 tokens/s target for LLMs, or render time against a target for image and video.0.0 / 15
Memory useRewards using the memory you have, so a bigger, better variant beats a tiny one that leaves most memory idle.0.0 / 15
Match score9.4 / 100

The match score orders results; it is not shown as a grade. Quality and Runs are the two ratings in the tables.

It doesn’t fit, so only a reduced share of the quality points counts and fit, speed and memory use score zero.

Every quantization on the AMD Ryzen Embedded V1780B NAS (16 GB)

Quant Memory needed Available Speed Runs Quality Download
Q2_K 1,114 GB 12.0 GB — Won't run 69Good quality (B) · 69 of 100: how capable the model is at Q2_K, whatever it runs on. Match score 9/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q3_K_M 1,364 GB 12.0 GB — Won't run 83Great quality (A) · 83 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 11/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q4_K_M 1,698 GB 12.0 GB — Won't run 94Excellent quality (A+) · 94 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 12/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q5_K_M 1,976 GB 12.0 GB — Won't run 96Excellent quality (A+) · 96 of 100: how capable the model is at Q5_K_M, whatever it runs on. Match score 13/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q6_K 2,281 GB 12.0 GB — Won't run 98Excellent quality (A+) · 98 of 100: how capable the model is at Q6_K, whatever it runs on. Match score 13/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
Q8_0 2,949 GB 12.0 GB — Won't run 99Excellent quality (A+) · 99 of 100: how capable the model is at Q8_0, whatever it runs on. Match score 13/100 (quality, fit, speed and memory use) sets the ranking. All files (opens in a new tab)
F16 5,562 GB 12.0 GB — Won't run 99Excellent quality (A+) · 99 of 100: how capable the model is at F16, whatever it runs on. Match score 13/100 (quality, fit, speed and memory use) sets the ranking. Original weights (opens in a new tab)

Memory figures assume 8K of context. Longer conversations or documents grow the KV cache.

Hardware that can run it

None. No single GPU or device in our catalog runs this model on its own; it needs several GPUs working together.

Models that do run on the AMD Ryzen Embedded V1780B NAS (16 GB)

Quick answers

How much memory does Kimi K3.1 Pro (2.8T) need on the AMD Ryzen Embedded V1780B NAS 16GB?

Even at Q2_K it needs about 1,114 GB; the AMD Ryzen Embedded V1780B NAS 16GB has 12.0 GB usable.

What can the AMD Ryzen Embedded V1780B NAS 16GB run instead?

Maple Preview (20B-A1B), Nemotron 3.5 Bolt E4B and Gemma 4 E4B run best on it; the page lists more, each with its speed.

What hardware can run Kimi K3.1 Pro (2.8T)?

No single GPU or device in our catalog runs it on its own; it needs several GPUs working together.

Estimates come from published hardware specs and our open formulas, not from running the model on your machine. Real speed varies with runtime, drivers and settings. Numbers marked “Measured” come from a linked benchmark.

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