IBM

Granite Code 8B

当前

HuggingFace

Ollama

11.3K下载量115点赞May 2024发布日期8K tokens上下文Apache 2.0许可证60 良好质量

Granite Code 8B (8B parameters) requires approximately 8.6 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 10 GB of VRAM.

快速开始

— 复制粘贴即可本地运行

Copy-paste commands to run Granite Code 8B on your machine.

Run

ollama run granite-code:8b

Quick specs

Parameters8B

Architecturedense

Context8K tokens

Modalitytext

Min RAM3.1 GB

Rec. RAM4.9 GB (Q4_K_M)

LicenseApache 2.0

FamilyGranite

About this model

Granite-8B-Code-Instruct-4K is a 8B parameter model fine tuned from *Granite-8B-Code-Base-4K* on a combination of permissively licensed instruction data to enhance instruction following capabilities including logical reasoning and problem-solving skills.

•Developers:: IBM Research
•GitHub Repository:: ibm-granite/granite-code-models
•Paper:: Granite Code Models: A Family of Open Foundation Models for Code Intelligence
•Release Date: May 6th, 2024
•License:: Apache 2.0

Granite Code 8B 的最佳选择

运行此模型

Granite Code 8B on RTX 3080 Ti 12GB Granite Code 8B on RTX 5070 12GB Granite Code 8B on RTX 3080 12GB

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	3.1 GB	Low	—
Q3_K_S	3	3.9 GB	Low	—
NVFP4	4	4.5 GB	Medium	—
Q4_K_M	4	4.9 GB	Medium	—
Q5_K_M	5	5.8 GB	High	—
Q6_K	6	6.6 GB	High	—
Q8_0	8	8.6 GB	Very High	—
F16	16	16.4 GB	Maximum	—

Quality benchmarks

Granite Code 8B benchmark scores

Benchmark verified

Coding

SWE-bench Verified—

HumanEval+49.6%

Aider Polyglot—

LiveCodeBench—

Source: official · 2024-05-07

硬件兼容性

全部硬件的适配估算

打开计算器

Computing compatibility...

内存详细分析

Reference: RTX 2060 6GB

Weights4.9 GB

KV Cache2.0 GB

Runtime1.2 GB

Headroom0.6 GB

常见问题

FAQ — Granite Code 8B

另请参阅

量化指南评分方法打开计算器