TinyMixtral 4x248M MoE vs Mixtral 8x7B v0.1
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| TinyMixtral 4x248M MoE | Mixtral 8x7B v0.1 | |
|---|---|---|
| Parameters | 701M | 46.7B |
| Context | 33K | 33K |
| Architecture | MixtralForCausalLM | MixtralForCausalLM |
| License | Apache 2.0 | Apache 2.0 |
| Downloads | 2.5K | 76.9K |
| Released | Apr 2024 | — |
VRAM by Quantization: TinyMixtral 4x248M MoE vs Mixtral 8x7B v0.1
| Quantization | Bits | TinyMixtral 4x248M MoE VRAM | Mixtral 8x7B v0.1 VRAM |
|---|---|---|---|
| Q2_K | 3.40 | — | 20.4 GB |
| Q3_K_M | 3.90 | — | 23.3 GB |
| Q3_K_S | 3.50 | — | 21 GB |
| Q4_0 | 4.00 | — | 23.9 GB |
| Q4_K_M | 4.80 | — | 28.6 GB |
| Q5_K_M | 5.70 | — | 33.8 GB |
| Q6_K | 6.60 | — | 39.1 GB |
| Q8_0 | 8.00 | — | 47.3 GB |
Verdict
Mixtral 8x7B v0.1 is the more widely downloaded of the two.
Frequently Asked Questions
- Which has a longer context window, TinyMixtral 4x248M MoE or Mixtral 8x7B v0.1?
TinyMixtral 4x248M MoE supports 32,768 tokens and Mixtral 8x7B v0.1 supports 32,768 tokens.
- What is the difference between TinyMixtral 4x248M MoE and Mixtral 8x7B v0.1?
TinyMixtral 4x248M MoE is a 701M model from Isotonic (Mixtral family), while Mixtral 8x7B v0.1 is a 46.7B model from Mistral AI (Mixtral family). Compare their VRAM requirements above to see which fits your GPU or Mac.