OpenAIOpenAI

GPT-OSS 20B

最先端
8.1Mダウンロード4.7KいいねAug 2025公開日128K トークンコンテキストApache 2.0ライセンス90 優秀品質

GPT-OSS 20B (21B parameters) requires approximately 17.1 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 3.5999999046325684B active parameters, it uses less memory than its total parameter count suggests. For the best balance of quality and speed, we recommend hardware with at least 20 GB of VRAM.

はじめに

— コピー&ペーストでローカル実行

Copy-paste commands to run GPT-OSS 20B on your machine.

Run

ollama run gpt-oss

Quick specs

Parameters21B (3.6B active)
Architecturemoe (MoE)
Context128K tokens
Modalitytext
Min RAM8.2 GB
Rec. RAM12.8 GB (Q4_K_M)
LicenseApache 2.0
FamilyGPT-OSS
Chat Reasoning

About this model

GPT-OSS 20B is OpenAI's first open-weight model, a 21B-parameter mixture-of-experts model with 3.6B active parameters per token. Features configurable reasoning effort (low/medium/high), full chain-of-thought visibility, and agentic capabilities including function calling. Runs on devices with 16GB of memory using MXFP4 quantization.

  • OpenAI's first open-weight model under Apache 2.0 license
  • MoE architecture: 24 layers, 32 experts, top-4 routing per token
  • Configurable reasoning effort: low, medium, and high modes
  • Fits in 16GB VRAM with MXFP4 quantization

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GPT-OSS 20Bのおすすめ

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量子化オプション

量子化レベル別VRAM推定値

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
8.2 GB
Low
Q3_K_S
3
10.3 GB
Low
NVFP4
4
11.8 GB
Medium
Q4_K_M
4
12.8 GB
Medium
Q5_K_M
5
15.1 GB
High
Q6_K
6
17.2 GB
High
Q8_0
8
22.5 GB
Very High
F16
16
43.1 GB
Maximum

Quality benchmarks

GPT-OSS 20B benchmark scores

Benchmark verified

Coding

SWE-bench Verified60.7%
HumanEval+
Aider Polyglot
LiveCodeBench74.6%

Reasoning

MMLU-Pro
GPQA Diamond71.5%
MATH-500
ARC Challenge

Source: official · 2025-08-15

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Computing compatibility...

メモリ内訳

Reference: RTX 2060 6GB

Weights12.8 GB
KV Cache2.4 GB
Runtime1.2 GB
Headroom0.6 GB

よくある質問

FAQ — GPT-OSS 20B

関連項目