All models / Qwen3.6 35B-A3B
Qwen3.6 35B-A3B has 35B parameters (3B active per token, mixture-of-experts). At Q4_K_M with 8K context it needs about 22.2 GB of memory. The smallest graphics card that runs it fully on the GPU is about 24 GB, such as the RTX 3090. Because only 3B parameters are active, it still runs usably with offload to system RAM on cards like the RX 7900 XT.
Check your own hardware| Quant | Bits per weight | Memory needed |
|---|---|---|
| Q8_0 | 8.5 | 38.2 GB |
| Q6_K | 6.56 | 29.7 GB |
| Q5_K_M | 5.69 | 25.9 GB |
| Q4_K_M | 4.85 | 22.2 GB |
| Q3_K_M | 3.91 | 18.1 GB |
| IQ2_M | 2.7 | 12.8 GB |
| Hardware | Memory | Best quant | Est. speed |
|---|---|---|---|
| RTX 4090 | 24 GB | Q4_K_M | 150+ tok/s |
| RTX 3090 Ti | 24 GB | Q4_K_M | 150+ tok/s |
| RX 7900 XTX | 24 GB | Q4_K_M | 150+ tok/s |
| RTX 3090 | 24 GB | Q4_K_M | 150+ tok/s |
| RTX 5090 | 32 GB | Q6_K | 150+ tok/s |
| M5 32GB | 32 GB | Q4_K_M | 50 tok/s |
| M4 32GB | 32 GB | Q4_K_M | 40 tok/s |
| M4 Max 36GB | 36 GB | Q5_K_M | 115 tok/s |
| M4 Pro 48GB | 48 GB | Q6_K | 67 tok/s |
| M4 Max 64GB | 64 GB | Q8_0 | 103 tok/s |
| Ryzen AI Max+ 395 64GB | 64 GB | Q8_0 | 48 tok/s |
| RTX PRO 6000 Blackwell | 96 GB | Q8_0 | 150+ tok/s |
| M3 Ultra 96GB | 96 GB | Q8_0 | 150+ tok/s |
| M4 Max 128GB | 128 GB | Q8_0 | 103 tok/s |
| DGX Spark 128GB | 128 GB | Q8_0 | 51 tok/s |
| Ryzen AI Max+ 395 128GB | 128 GB | Q8_0 | 48 tok/s |
| M3 Ultra 256GB | 256 GB | Q8_0 | 150+ tok/s |
| M3 Ultra 512GB | 512 GB | Q8_0 | 150+ tok/s |
RX 7900 XT · RTX 5080 · RTX 5070 Ti · RTX 4080 Super · RTX 4080 · RTX 4070 Ti Super · RX 9070 XT · RX 9070 · RX 7800 XT · Arc A770 16GB · RX 6800 XT · RTX 5060 Ti 16GB · RX 9060 XT 16GB · RTX 4060 Ti 16GB · RTX 3080 Ti · RTX 3080 12GB · RTX 5070 · RTX 4070 Ti · RTX 4070 Super · RTX 4070 · Arc B580 · RX 7700 XT · RTX 2080 Ti · RTX 3060 12GB