Microsoft
Phi 3 Mini 3.8B
当前250.9K下载量1.7K点赞Apr 2024发布日期128K tokens上下文MIT许可证42 基础质量
Phi 3 Mini 3.8B (3.799999952316284B parameters) requires approximately 10.0 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 12 GB of VRAM.
快速开始
— 复制粘贴即可本地运行Copy-paste commands to run Phi 3 Mini 3.8B on your machine.
Run
ollama run phi3:miniQuick specs
Parameters3.8B
Architecturedense
Context128K tokens
Modalitytext
Min RAM1.5 GB
Rec. RAM2.3 GB (Q4_K_M)
LicenseMIT
FamilyPhi
✓ Chat
About this model
- •Memory/compute constrained environments
- •Latency bound scenarios
- •Strong reasoning (especially code, math and logic)
相关模型
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最佳硬件
Phi 3 Mini 3.8B 的最佳选择
运行此模型
量化选项
各量化级别的 VRAM 估算
No hardware detected — fit column shows raw VRAM estimates
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 1.5 GB | Low | — |
Q3_K_S | 3 | 1.9 GB | Low | — |
NVFP4 | 4 | 2.1 GB | Medium | — |
Q4_K_M | 4 | 2.3 GB | Medium | — |
Q5_K_M | 5 | 2.7 GB | High | — |
Q6_K | 6 | 3.1 GB | High | — |
Q8_0 | 8 | 4.1 GB | Very High | — |
F16 | 16 | 7.8 GB | Maximum | — |
Quality benchmarks
Phi 3 Mini 3.8B benchmark scores
Coding
SWE-bench Verified—
HumanEval+60.4%
Aider Polyglot—
LiveCodeBench—
Reasoning
MMLU-Pro69.7%
GPQA Diamond29.7%
MATH-50014.0%
ARC Challenge85.5%
General
Chatbot Arena—
IFEval59.8%
Source: official · 2024-04-22
硬件兼容性
全部硬件的适配估算
Computing compatibility...
内存详细分析
Reference: RTX 2060 6GB
Weights2.3 GB
KV Cache5.9 GB
Runtime1.2 GB
Headroom0.6 GB
常见问题
FAQ — Phi 3 Mini 3.8B
另请参阅