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IBM
Granite 3.1 8B
Current
114.7KDownloads168LikesDec 2024Released128K tokensContextApache 2.0License14 EntryQuality
Granite 3.1 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.
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— copy & paste to run locallyCopy-paste commands to run Granite 3.1 8B on your machine.
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ollama run granite3.1-denseQuick specs
Parameters8B
Architecturestate-space
Context128K tokens
Modalitytext
Min RAM3.1 GB
Rec. RAM4.9 GB (Q4_K_M)
LicenseApache 2.0
FamilyGranite
✓ Code✓ Chat
About this model
- •Developers:: Granite Team, IBM
- •GitHub Repository:: ibm-granite/granite-3.1-language-models
- •Website: Granite Docs
- •Paper:: Granite 3.1 Language Models (coming soon)
- •Release Date: December 18th, 2024
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Quantization options
VRAM estimates by quant level
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 3.1 8B benchmark scores
Reasoning
MMLU-Pro28.2%
GPQA Diamond8.3%
MATH-50022.0%
ARC Challenge62.6%
General
Chatbot Arena—
IFEval72.1%
Source: community · 2024-12-01
Hardware compatibility
Fit estimates across all hardware
Computing compatibility...
Memory breakdown
Reference: RTX 2060 6GB
Weights4.9 GB
KV Cache2.0 GB
Runtime1.2 GB
Headroom0.6 GB
Frequently asked questions
FAQ — Granite 3.1 8B
See also