YOUR MEMORY BUDGET

Local AI models for 8GB VRAM.

Explore models by theoretical weight storage. This shortlist covers available downloadable language models with a known or name-derived parameter count.

6 GBleft for weights at 4-bit
8 GB budget − 2 GB reserve

The reserve is your assumption, not a measured overhead allowance. The default 2 GB may be too little for your runtime or context length. Results are not confirmed fits and have no verified speed rating. Weight estimates use decimal GB and do not include quantization overhead. For timed results on one 12GB machine, see measured speeds.

852 models within the weight budget

Largest parameter count first · not a quality ranking

M-A-P · Downloadable

OpenCodeInterpreter-SC2-3B

Text generationCoding

Designed for coding and software tasks. Generates text for conversations and writing.

Source listed
Feb 29, 2024
Parameters
3B
4-bit weights only
≈ 1.5 GB
License
apache-2.0
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Meta · Downloadable

Llama-3.2-3B

Text generation

Generates text for conversations and writing.

Source listed
Sep 18, 2024
Parameters
3B
4-bit weights only
≈ 1.5 GB
License
llama3.2
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OpenBMB · Downloadable

BitCPM-CANN-3B

Text generation

Generates text for conversations and writing.

Source listed
May 15, 2026
Parameters
3B
4-bit weights only
≈ 1.5 GB
License
apache-2.0
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OpenBMB · Downloadable

NOSA-3B

Text generation

Generates text for conversations and writing.

Source listed
Jan 6, 2026
Parameters
3B
4-bit weights only
≈ 1.5 GB
License
apache-2.0
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Stability AI · Downloadable

stable-code-3b

Text generationCoding

Designed for coding and software tasks. Generates text for conversations and writing.

Source listed
Jan 9, 2024
Parameters
3B
4-bit weights only
≈ 1.5 GB
License
other
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Stability AI · Downloadable

stable-code-instruct-3b

Text generationCoding

Designed for coding and software tasks. Generates text for conversations and writing.

Source listed
Mar 6, 2024
Parameters
3B
4-bit weights only
≈ 1.5 GB
License
other
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Stability AI · Downloadable

stablelm-3b-4e1t

Text generation

Generates text for conversations and writing.

Source listed
Sep 29, 2023
Parameters
3B
4-bit weights only
≈ 1.5 GB
License
cc-by-sa-4.0
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Meta · Downloadable

MobileMoE-M-Base

Text generation

Generates text for conversations and writing.

Source listed
Jun 11, 2026
Parameters
2.8B
4-bit weights only
≈ 1.4 GB
License
fair-noncommercial-research-license
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Meta · Downloadable

MobileMoE-M-SFT

Text generation

Generates text for conversations and writing.

Source listed
Jun 11, 2026
Parameters
2.8B
4-bit weights only
≈ 1.4 GB
License
fair-noncommercial-research-license
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What changes with a 8GB budget?

With 2 GB set aside, 6 GB remains for weights. At 4-bit that allows up to 12 billion parameters in the theoretical calculation. An 8-billion-parameter model alone needs approximately 4 GB at this precision, before its conversation cache and runtime.

Why might a listed model still fail to load?

Its actual weight format may need more space, the runtime may not support its architecture, or the conversation cache may exceed your reserve. Vision models can also need space for image processing. Check the original model card and measure your exact setup before relying on it.

Read the memory guide and technical sources · Compare two models