Q41GB VRAM minimum

Allenai Olmo 2 0425 1B Q4 VRAM Requirements

This page answers Allenai Olmo 2 0425 1B q4 quantization queries with explicit calculations from our model requirement dataset and compatibility speed table.

Short answer

Direct requirement summary for Allenai Olmo 2 0425 1B Q4

Short answer: Allenai Olmo 2 0425 1B typically needs around 1GB VRAM at Q4, and 2GB is safer for smoother usage.

Minimum VRAM

1GB

Recommended VRAM

2GB

Target quantization

Requirement Snapshot

Current quantization-specific requirement breakdown

Selected quantizationQ4

Minimum VRAM1GB

Q4 baseline1GB

Q8 baseline1GB

FP16 baseline2GB

Methodology

No hand-wavy numbers

Exact Q4 requirement from model requirement data.

Throughput data below uses available compatibility measurements/estimates and is sorted by tokens per second for this model.

Need general guidance? Review full methodology.

Next steps for this requirement

AMD Instinct MI300X

Check full compatibility details and speed context for this model.

Can AMD Instinct MI300X run Allenai Olmo 2 0425 1B? →Buy options for AMD Instinct MI300X →

NVIDIA H200 SXM 141GB

Check full compatibility details and speed context for this model.

Can NVIDIA H200 SXM 141GB run Allenai Olmo 2 0425 1B? →Buy options for NVIDIA H200 SXM 141GB →

NVIDIA H100 SXM5 80GB

Check full compatibility details and speed context for this model.

Can NVIDIA H100 SXM5 80GB run Allenai Olmo 2 0425 1B? →Buy options for NVIDIA H100 SXM5 80GB →

Need GPU recommendations?

Compare curated best GPU guides by budget and workload.

Browse best GPU guides →

Need a complete build?

Use proven local AI build recipes if you are planning a fresh hardware setup.

Browse local AI builds →

Prefer prebuilt systems?

Compare ready-to-buy systems if you want faster deployment.

Compare prebuilt systems →

Compare other quantization tiers for Allenai Olmo 2 0425 1B

Q4_K_M requirements Q5_K_M requirements Q8 requirements FP16 requirements

Best GPUs for Allenai Olmo 2 0425 1B (Q4)

GPU	VRAM	Quantization	Speed	Compatibility	Buy
AMD Instinct MI300X	192GB	Q4	916 tok/s	View full compatibility	Buy options
NVIDIA H200 SXM 141GB	141GB	Q4	827 tok/s	View full compatibility	Buy options
NVIDIA H100 SXM5 80GB	80GB	Q4	594 tok/s	View full compatibility	Buy options
AMD Instinct MI250X	128GB	Q4	573 tok/s	View full compatibility	Buy options
NVIDIA H100 PCIe 80GB	80GB	Q4	377 tok/s	View full compatibility	Buy options
RTX 5090	32GB	Q4	360 tok/s	View full compatibility	Buy options
NVIDIA A100 80GB SXM4	80GB	Q4	350 tok/s	View full compatibility	Buy options
AMD Instinct MI210	64GB	Q4	285 tok/s	View full compatibility	Buy options
NVIDIA A100 40GB PCIe	40GB	Q4	273 tok/s	View full compatibility	Buy options
RTX 4090	24GB	Q4	216 tok/s	View full compatibility	Buy options
NVIDIA RTX 6000 Ada	48GB	Q4	214 tok/s	View full compatibility	Buy options
NVIDIA L40	48GB	Q4	199 tok/s	View full compatibility	Buy options

Back to Allenai Olmo 2 0425 1B model page Full hardware requirements Best GPU guides Prebuilt systems Local AI build guides

VRAM requirements FAQ

How much VRAM does Allenai Olmo 2 0425 1B need at Q4?

Allenai Olmo 2 0425 1B at Q4 is estimated to require about 1GB VRAM minimum, with 2GB recommended for smoother operation.

Which GPUs can run Allenai Olmo 2 0425 1B Q4?

Start with AMD Instinct MI300X, NVIDIA H200 SXM 141GB, NVIDIA H100 SXM5 80GB and review each compatibility page for full speed and fit details.

Should I use Q4 or a different quantization for Allenai Olmo 2 0425 1B?

Q4 is a balance point between memory usage and quality. If your GPU is below 1GB, consider lower-bit quantization; if you have extra VRAM, compare Q8/FP16 options for quality-sensitive workloads.

Q41GB VRAM minimum

Allenai Olmo 2 0425 1B Q4 VRAM Requirements

This page answers Allenai Olmo 2 0425 1B q4 quantization queries with explicit calculations from our model requirement dataset and compatibility speed table.

Short answer

Direct requirement summary for Allenai Olmo 2 0425 1B Q4

Short answer: Allenai Olmo 2 0425 1B typically needs around 1GB VRAM at Q4, and 2GB is safer for smoother usage.

Minimum VRAM

1GB

Recommended VRAM

2GB

Target quantization

Requirement Snapshot

Current quantization-specific requirement breakdown

Selected quantizationQ4

Minimum VRAM1GB

Q4 baseline1GB

Q8 baseline1GB

FP16 baseline2GB

Methodology

No hand-wavy numbers

Exact Q4 requirement from model requirement data.

Throughput data below uses available compatibility measurements/estimates and is sorted by tokens per second for this model.

Need general guidance? Review full methodology.

Next steps for this requirement

AMD Instinct MI300X

Check full compatibility details and speed context for this model.

Can AMD Instinct MI300X run Allenai Olmo 2 0425 1B? →Buy options for AMD Instinct MI300X →

NVIDIA H200 SXM 141GB

Check full compatibility details and speed context for this model.

Can NVIDIA H200 SXM 141GB run Allenai Olmo 2 0425 1B? →Buy options for NVIDIA H200 SXM 141GB →

NVIDIA H100 SXM5 80GB

Check full compatibility details and speed context for this model.

Can NVIDIA H100 SXM5 80GB run Allenai Olmo 2 0425 1B? →Buy options for NVIDIA H100 SXM5 80GB →

Need GPU recommendations?

Compare curated best GPU guides by budget and workload.

Browse best GPU guides →

Need a complete build?

Use proven local AI build recipes if you are planning a fresh hardware setup.

Browse local AI builds →

Prefer prebuilt systems?

Compare ready-to-buy systems if you want faster deployment.

Compare prebuilt systems →

Compare other quantization tiers for Allenai Olmo 2 0425 1B

Q4_K_M requirements Q5_K_M requirements Q8 requirements FP16 requirements

Best GPUs for Allenai Olmo 2 0425 1B (Q4)

GPU	VRAM	Quantization	Speed	Compatibility	Buy
AMD Instinct MI300X	192GB	Q4	916 tok/s	View full compatibility	Buy options
NVIDIA H200 SXM 141GB	141GB	Q4	827 tok/s	View full compatibility	Buy options
NVIDIA H100 SXM5 80GB	80GB	Q4	594 tok/s	View full compatibility	Buy options
AMD Instinct MI250X	128GB	Q4	573 tok/s	View full compatibility	Buy options
NVIDIA H100 PCIe 80GB	80GB	Q4	377 tok/s	View full compatibility	Buy options
RTX 5090	32GB	Q4	360 tok/s	View full compatibility	Buy options
NVIDIA A100 80GB SXM4	80GB	Q4	350 tok/s	View full compatibility	Buy options
AMD Instinct MI210	64GB	Q4	285 tok/s	View full compatibility	Buy options
NVIDIA A100 40GB PCIe	40GB	Q4	273 tok/s	View full compatibility	Buy options
RTX 4090	24GB	Q4	216 tok/s	View full compatibility	Buy options
NVIDIA RTX 6000 Ada	48GB	Q4	214 tok/s	View full compatibility	Buy options
NVIDIA L40	48GB	Q4	199 tok/s	View full compatibility	Buy options

Back to Allenai Olmo 2 0425 1B model page Full hardware requirements Best GPU guides Prebuilt systems Local AI build guides

VRAM requirements FAQ

How much VRAM does Allenai Olmo 2 0425 1B need at Q4?

Allenai Olmo 2 0425 1B at Q4 is estimated to require about 1GB VRAM minimum, with 2GB recommended for smoother operation.

Which GPUs can run Allenai Olmo 2 0425 1B Q4?

Start with AMD Instinct MI300X, NVIDIA H200 SXM 141GB, NVIDIA H100 SXM5 80GB and review each compatibility page for full speed and fit details.

Should I use Q4 or a different quantization for Allenai Olmo 2 0425 1B?

Q4 is a balance point between memory usage and quality. If your GPU is below 1GB, consider lower-bit quantization; if you have extra VRAM, compare Q8/FP16 options for quality-sensitive workloads.