SKT OMNI SUPREME — Hardware Requirements & GPU Compatibility
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SKT OMNI SUPREME is a 170.7B-parameter open language model from Shrijanagain. At BF16 it needs about 375.62 GB of VRAM — see which GPUs and Macs can run it below.
SKT OMNI SUPREME runs on a 512 GB+ Mac or a multi-GPU server
Best local pick → Mac Studio (M3 Ultra, 512GB) · BF16 · 381.7 GB · ~2 tok/s
Macs from 512 GB (BF16 · ~2 tok/s)
creativeml-openrail-m
Not set up for it?
Reference GPU · RTX 4090 24 GB
Estimates, ±20% · how we estimate
Run SKT OMNI SUPREME
One recommended way. Every other method, OS and quant is in the step-by-step guide.
Recommended
vllm serve Shrijanagain/SKT_OMNI_SUPREME --max-model-len 16384 --tensor-parallel-size 8Size the nodes from the table above
Download: Weights on Hugging Face
Other ways
each opens step-by-stepRun in cloud
Rent 6× H100 SXM · BF16
- Estimated hourly price
- ~$13.27/hr
- est., whole server
- GPUs
- 6 GPUs
- 480 GB of VRAM
How Much VRAM Does SKT OMNI SUPREME Need?
Select a quantization level; the listed hardware adheres to it.
| Quantization | VRAM | +32K | Runs on | |
|---|---|---|---|---|
| 375.6 GB | 388.6 GB | 16-bit · bfloat — Brain floating point 16 — preferred for training | Runs on 6× H100 SXM 80 GB |
Selected BF16
Brain floating point 16381.7GBat 16K context
- Weights
- 374.5 GB
- KV cache
- 6.9 GB
- Overhead
- 0.3 GB
Server-class: ~381.7 GB at 16K context · about 6× H100 SXM 80 GB
Which Hardware Can Run SKT OMNI SUPREME?
BF16 · 375.6 GBSKT OMNI SUPREME (BF16) requires 375.6 GB of VRAM to load the model weights. For comfortable inference with headroom for KV cache and system overhead, 489+ GB is recommended. No consumer GPU has enough memory. 1 device with unified memory can run SKT OMNI SUPREME, including Mac Studio (M3 Ultra, 512GB).
Needs server-class hardware
SKT OMNI SUPREME runs on a 512 GB+ Mac or a multi-GPU server · BF16 needs ~381.7 GB
| Hardware | Quant | Memory | Speed | Context | Hardware page | |
|---|---|---|---|---|---|---|
| Mac 512 GB · Mac Studio (M3 Ultra, 512GB) | BF16 | 381.7 GB | ~2 tok/s | 32K ctx | Mac Studio → | BF16 · 381.7 GB · ~2 tok/s · 32K ctx |
| 6× H100 SXM 80 GB · 480 GB | BF16 | 381.7 GB | — | 32K ctx | H100 SXM → | BF16 · 381.7 GB · 32K ctx |
| 4× H200 SXM 141 GB · 564 GB | BF16 | 381.7 GB | — | 32K ctx | H200 SXM → | BF16 · 381.7 GB · 32K ctx |
| 3× B200 192 GB · 576 GB | BF16 | 381.7 GB | — | 32K ctx | B200 → | BF16 · 381.7 GB · 32K ctx |
Also: Mac Studio (M3 Ultra, 512GB) · NVIDIA DGX A100 640GB · NVIDIA DGX H100
By VRAM tier · typical GPUs and Macs at BF16
Consumer GPUs (up to 32 GB) and Macs up to 256 GB: too small for this model (needs ≥ 381.7 GB)8 GB tier →12 GB tier →16 GB tier →24 GB tier →Macs →
Similar models
2| Model | Score | VRAM | tok/s | Why it is similar |
|---|---|---|---|---|
| Qwen3.8 Flash NextAlibaba | — | 109 GB | —needs > 24 GB | same size |
| DeepSeek V4 Flash DSparkDeepSeek | — | 99.6 GB | —needs > 24 GB | same size |
Fine-tunes & variants(1)
Specifications
- Publisher
- Shrijanagain
- Parameters
- 170.7B
- Release Date
- 2026-03-11
- License
- creativeml-openrail-m
Frequently Asked Questions
How much VRAM does SKT OMNI SUPREME need?
SKT OMNI SUPREME requires 375.6 GB of VRAM at BF16.
VRAM = Weights + KV Cache + Overhead
Weights = 170.7B × 16 bits ÷ 8 = 341.5 GB
KV Cache + Overhead ≈ 34.1 GB (at 2K context + ~0.3 GB framework)
Fit ratings and hardware model lists check this model with room for a 16K-token context, which needs a little more memory.
VRAM usage by quantization
Can NVIDIA GeForce RTX 5090 run SKT OMNI SUPREME?
No — SKT OMNI SUPREME requires at least 375.6 GB at BF16, which exceeds the NVIDIA GeForce RTX 5090's 32 GB of VRAM.
Can I run SKT OMNI SUPREME on a Mac?
Yes — Mac Studio (M3 Ultra, 512GB) and above can run SKT OMNI SUPREME. Apple Silicon uses unified memory, so the model shares RAM with the system. At BF16 you need at least 375.6 GB of usable unified memory (RAM minus macOS overhead).
Can I run SKT OMNI SUPREME locally?
Yes — SKT OMNI SUPREME can run locally on consumer hardware. Popular tools include Ollama, LM Studio, and llama.cpp.
What's the download size of SKT OMNI SUPREME?
At BF16, the download is about 341.48 GB.
Which GPUs can run SKT OMNI SUPREME?
No single consumer GPU has enough VRAM to run SKT OMNI SUPREME at BF16 (375.6 GB). Multi-GPU or professional hardware is required.
Which devices can run SKT OMNI SUPREME?
1 device with unified memory can run SKT OMNI SUPREME at BF16 (375.6 GB), including Mac Studio (M3 Ultra, 512GB). Apple Silicon Macs use unified memory shared between CPU and GPU, making them well-suited for local LLM inference.