AI21 Jamba Reasoning 3B vs WizardLM 2 8x22B

Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.

AI21 Jamba Reasoning 3B

AI21 Labs · 3.2B

ChatReasoning
WizardLM 2 8x22B

alpindale · 140.6B

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Specifications

AI21 Jamba Reasoning 3BWizardLM 2 8x22B
Parameters3.2B140.6B
Context262K66K
ArchitectureJambaForCausalLMMixtralForCausalLM
LicenseApache 2.0Apache 2.0
Downloads2.9K9.9K
ReleasedOct 2025

VRAM by Quantization: AI21 Jamba Reasoning 3B vs WizardLM 2 8x22B

QuantizationBitsAI21 Jamba Reasoning 3B VRAMWizardLM 2 8x22B VRAM
BF1616.006.7 GB282.0 GB

Verdict

AI21 Jamba Reasoning 3B needs less VRAM at BF16 (6.7 GB vs 282.0 GB), so it fits on smaller GPUs. AI21 Jamba Reasoning 3B supports a longer context window (262K tokens). WizardLM 2 8x22B is the more widely downloaded of the two.

Frequently Asked Questions

Which needs less VRAM, AI21 Jamba Reasoning 3B or WizardLM 2 8x22B?

At BF16, AI21 Jamba Reasoning 3B needs 6.7 GB and WizardLM 2 8x22B needs 282.0 GB, so AI21 Jamba Reasoning 3B is the lighter option to run locally.

Which has a longer context window, AI21 Jamba Reasoning 3B or WizardLM 2 8x22B?

AI21 Jamba Reasoning 3B supports 262,144 tokens and WizardLM 2 8x22B supports 65,536 tokens.

What is the difference between AI21 Jamba Reasoning 3B and WizardLM 2 8x22B?

AI21 Jamba Reasoning 3B is a 3.2B model from AI21 Labs, while WizardLM 2 8x22B is a 140.6B model from alpindale. Compare their VRAM requirements above to see which fits your GPU or Mac.