TinyMixtral 4x248M MoE vs Mixtral 8x22B v0.1
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| TinyMixtral 4x248M MoE | Mixtral 8x22B v0.1 | |
|---|---|---|
| Parameters | 701M | 140.6B |
| Context | 33K | 66K |
| Architecture | MixtralForCausalLM | MixtralForCausalLM |
| License | Apache 2.0 | Apache 2.0 |
| Downloads | 2.5K | 5.1K |
| Released | Apr 2024 | — |
VRAM by Quantization: TinyMixtral 4x248M MoE vs Mixtral 8x22B v0.1
| Quantization | Bits | TinyMixtral 4x248M MoE VRAM | Mixtral 8x22B v0.1 VRAM |
|---|---|---|---|
| Q2_K | 3.40 | — | 60.5 GB |
| Q3_K_M | 3.90 | — | 69.3 GB |
| Q3_K_S | 3.50 | — | 62.3 GB |
| Q4_0 | 4.00 | — | 71.1 GB |
| Q4_K_M | 4.80 | — | 85.1 GB |
| Q5_K_M | 5.70 | — | 101.0 GB |
| Q6_K | 6.60 | — | 116.8 GB |
Verdict
Mixtral 8x22B v0.1 supports a longer context window (66K tokens). Mixtral 8x22B v0.1 is the more widely downloaded of the two.
Frequently Asked Questions
- Which has a longer context window, TinyMixtral 4x248M MoE or Mixtral 8x22B v0.1?
TinyMixtral 4x248M MoE supports 32,768 tokens and Mixtral 8x22B v0.1 supports 65,536 tokens.
- What is the difference between TinyMixtral 4x248M MoE and Mixtral 8x22B v0.1?
TinyMixtral 4x248M MoE is a 701M model from Isotonic (Mixtral family), while Mixtral 8x22B v0.1 is a 140.6B model from Mistral AI (Mixtral family). Compare their VRAM requirements above to see which fits your GPU or Mac.