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Phi-4-reasoning-plus 14B

最先端
19.7Kダウンロード340いいねApr 2025公開日33K トークンコンテキストMITライセンス92 卓越品質

Phi-4-reasoning-plus 14B (14.699999809265137B parameters) requires approximately 13.8 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 16 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 Phi-4-reasoning-plus 14B on your machine.

Run

ollama run phi4-reasoning

Quick specs

Parameters14.7B
Architecturedense
Context33K tokens
Modalitytext
Min RAM5.7 GB
Rec. RAM9 GB (Q4_K_M)
LicenseMIT
FamilyPhi
Chat Reasoning

About this model

> [!IMPORTANT] > To fully take advantage of the model's capabilities, inference must use `temperature=0.8`, `top_k=50`, `top_p=0.95`, and `do_sample=True`. For more complex queries, set `max_new_tokens=32768` to allow for longer chain-of-thought (CoT).

  • AIME 2025, 2024, 2023, and 2022:: Math olympiad questions
  • GPQA-Diamond:: Complex, graduate-level science questions
  • OmniMath:: Collection of over 4000 olympiad-level math problems with human annotation
  • LiveCodeBench:: Code generation benchmark gathered from competitive coding contests
  • 3SAT (3-literal Satisfiability Problem) and TSP (Traveling Salesman Problem):: Algorithmic problem solving

関連モデル

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Phi-4-reasoning-plus 14B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
5.7 GB
Low
Q3_K_S
3
7.2 GB
Low
NVFP4
4
8.2 GB
Medium
Q4_K_M
4
9.0 GB
Medium
Q5_K_M
5
10.6 GB
High
Q6_K
6
12.1 GB
High
Q8_0
8
15.7 GB
Very High
F16
16
30.1 GB
Maximum

Quality benchmarks

Phi-4-reasoning-plus 14B benchmark scores

Benchmark verified

Coding

SWE-bench Verified
HumanEval+92.3%
Aider Polyglot
LiveCodeBench53.1%

Reasoning

MMLU-Pro76.0%
GPQA Diamond68.9%
MATH-50095.4%
ARC Challenge

General

Chatbot Arena
IFEval84.9%

Source: official · 2025-04-30

ハードウェア互換性

全ハードウェアの適合度推定

カリキュレーターを開く

Computing compatibility...

メモリ内訳

Reference: RTX 2060 6GB

Weights9.0 GB
KV Cache3.1 GB
Runtime1.2 GB
Headroom0.6 GB

よくある質問

FAQ — Phi-4-reasoning-plus 14B

関連項目