Qwen3 Coder 30B-A3B needs about 17.74 GB at Q4_K_M with 8K context.
Qwen3 Coder is 1 URL with 2 mixture sizes. The lead is the 30B-A3B model. The 480B block is a second full table, not a footnote.
Both are Apache 2.0, public, and stored without a native low-bit packing, so there is no measured packed-file row. Both context maxima are 262,144 tokens. 30B-A3B stores 30.53B parameters, 48 layers, 128 experts with 8 active, context 262,144 tokens, Q4_K_M 17.74 GB at 8,192 tokens.
480B-A35B stores 480.2B parameters, 62 layers, 160 experts with 8 active, context 262,144 tokens, Q4_K_M 254.5 GB at 8,192 tokens. For the lead, The smallest listed GPU that still leaves 10 percent free is GeForce RTX 3090 24GB, with 6.26 GB left.
Sizes
| Size | Parameters | Max tokens | Q4_K_M | FP16 | Smallest GPU with 10 percent free |
|---|---|---|---|---|---|
| 30B-A3BParameters 30.53B · Max tokens 262,144 · FP16 58.62 | 30.53B | 262,144 | 17.74 | 58.62 | GeForce RTX 3090 24GB |
| 480B-A35BParameters 480.2B · Max tokens 262,144 · FP16 897.3 | 480.2B | 262,144 | 254.5 | 897.3 | No single GPU in our list fits this; see multi-GPU or CPU offload |
30B-A3B
Which GPUs fit
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+21.38 GB | +21.38 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+21.38 GB | +21.38 GB |
| GeForce RTX 3060 12GB12 GB · Won't fit | 12 GB | 46.62 GB short | Won't fit |
| GeForce RTX 3070 8GB8 GB · Won't fit | 8 GB | 50.62 GB short | Won't fit |
| GeForce RTX 3080 10GB10 GB · Won't fit | 10 GB | 48.62 GB short | Won't fit |
| GeForce RTX 3090 24GB24 GB · CPU offload | 24 GB | 34.62 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · Won't fit | 8 GB | 50.62 GB short | Won't fit |
| GeForce RTX 4060 Ti 16GB16 GB · CPU offload | 16 GB | 42.62 GB short | CPU offload |
| GeForce RTX 4070 12GB12 GB · Won't fit | 12 GB | 46.62 GB short | Won't fit |
| GeForce RTX 4070 Ti Super 16GB16 GB · CPU offload | 16 GB | 42.62 GB short | CPU offload |
| GeForce RTX 4080 16GB16 GB · CPU offload | 16 GB | 42.62 GB short | CPU offload |
| GeForce RTX 4090 24GB24 GB · CPU offload | 24 GB | 34.62 GB short | CPU offload |
| GeForce RTX 5060 Ti 16GB16 GB · CPU offload | 16 GB | 42.62 GB short | CPU offload |
| GeForce RTX 5070 12GB12 GB · Won't fit | 12 GB | 46.62 GB short | Won't fit |
| GeForce RTX 5070 Ti 16GB16 GB · CPU offload | 16 GB | 42.62 GB short | CPU offload |
| GeForce RTX 5080 16GB16 GB · CPU offload | 16 GB | 42.62 GB short | CPU offload |
| GeForce RTX 5090 32GB32 GB · CPU offload | 32 GB | 26.62 GB short | CPU offload |
| Radeon RX 7900 XTX 24GB24 GB · CPU offload | 24 GB | 34.62 GB short | CPU offload |
| Radeon RX 9070 XT 16GB16 GB · CPU offload | 16 GB | 42.62 GB short | CPU offload |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · CPU offload | 48 GB | 22.62 GB short | CPU offload |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 5090 32GB32 GB · Tight fit | 32 GB | Tight fit+0.04 GB | +0.04 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+48.04 GB | +48.04 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+48.04 GB | +48.04 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+4.04 GB | +4.04 GB |
| GeForce RTX 3060 12GB12 GB · CPU offload | 12 GB | 19.96 GB short | CPU offload |
| GeForce RTX 3070 8GB8 GB · CPU offload | 8 GB | 23.96 GB short | CPU offload |
| GeForce RTX 3080 10GB10 GB · CPU offload | 10 GB | 21.96 GB short | CPU offload |
| GeForce RTX 3090 24GB24 GB · CPU offload | 24 GB | 7.96 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · CPU offload | 8 GB | 23.96 GB short | CPU offload |
| GeForce RTX 4060 Ti 16GB16 GB · CPU offload | 16 GB | 15.96 GB short | CPU offload |
| GeForce RTX 4070 12GB12 GB · CPU offload | 12 GB | 19.96 GB short | CPU offload |
| GeForce RTX 4070 Ti Super 16GB16 GB · CPU offload | 16 GB | 15.96 GB short | CPU offload |
| GeForce RTX 4080 16GB16 GB · CPU offload | 16 GB | 15.96 GB short | CPU offload |
| GeForce RTX 4090 24GB24 GB · CPU offload | 24 GB | 7.96 GB short | CPU offload |
| GeForce RTX 5060 Ti 16GB16 GB · CPU offload | 16 GB | 15.96 GB short | CPU offload |
| GeForce RTX 5070 12GB12 GB · CPU offload | 12 GB | 19.96 GB short | CPU offload |
| GeForce RTX 5070 Ti 16GB16 GB · CPU offload | 16 GB | 15.96 GB short | CPU offload |
| GeForce RTX 5080 16GB16 GB · CPU offload | 16 GB | 15.96 GB short | CPU offload |
| Radeon RX 7900 XTX 24GB24 GB · CPU offload | 24 GB | 7.96 GB short | CPU offload |
| Radeon RX 9070 XT 16GB16 GB · CPU offload | 16 GB | 15.96 GB short | CPU offload |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+6.92 GB | +6.92 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+54.92 GB | +54.92 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+54.92 GB | +54.92 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+10.92 GB | +10.92 GB |
| GeForce RTX 3060 12GB12 GB · CPU offload | 12 GB | 13.08 GB short | CPU offload |
| GeForce RTX 3070 8GB8 GB · CPU offload | 8 GB | 17.08 GB short | CPU offload |
| GeForce RTX 3080 10GB10 GB · CPU offload | 10 GB | 15.08 GB short | CPU offload |
| GeForce RTX 3090 24GB24 GB · CPU offload | 24 GB | 1.08 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · CPU offload | 8 GB | 17.08 GB short | CPU offload |
| GeForce RTX 4060 Ti 16GB16 GB · CPU offload | 16 GB | 9.08 GB short | CPU offload |
| GeForce RTX 4070 12GB12 GB · CPU offload | 12 GB | 13.08 GB short | CPU offload |
| GeForce RTX 4070 Ti Super 16GB16 GB · CPU offload | 16 GB | 9.08 GB short | CPU offload |
| GeForce RTX 4080 16GB16 GB · CPU offload | 16 GB | 9.08 GB short | CPU offload |
| GeForce RTX 4090 24GB24 GB · CPU offload | 24 GB | 1.08 GB short | CPU offload |
| GeForce RTX 5060 Ti 16GB16 GB · CPU offload | 16 GB | 9.08 GB short | CPU offload |
| GeForce RTX 5070 12GB12 GB · CPU offload | 12 GB | 13.08 GB short | CPU offload |
| GeForce RTX 5070 Ti 16GB16 GB · CPU offload | 16 GB | 9.08 GB short | CPU offload |
| GeForce RTX 5080 16GB16 GB · CPU offload | 16 GB | 9.08 GB short | CPU offload |
| Radeon RX 7900 XTX 24GB24 GB · CPU offload | 24 GB | 1.08 GB short | CPU offload |
| Radeon RX 9070 XT 16GB16 GB · CPU offload | 16 GB | 9.08 GB short | CPU offload |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+2.70 GB | +2.70 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+2.70 GB | +2.70 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+10.70 GB | +10.70 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+2.70 GB | +2.70 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+58.70 GB | +58.70 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+58.70 GB | +58.70 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+14.70 GB | +14.70 GB |
| GeForce RTX 3060 12GB12 GB · CPU offload | 12 GB | 9.30 GB short | CPU offload |
| GeForce RTX 3070 8GB8 GB · CPU offload | 8 GB | 13.30 GB short | CPU offload |
| GeForce RTX 3080 10GB10 GB · CPU offload | 10 GB | 11.30 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · CPU offload | 8 GB | 13.30 GB short | CPU offload |
| GeForce RTX 4060 Ti 16GB16 GB · CPU offload | 16 GB | 5.30 GB short | CPU offload |
| GeForce RTX 4070 12GB12 GB · CPU offload | 12 GB | 9.30 GB short | CPU offload |
| GeForce RTX 4070 Ti Super 16GB16 GB · CPU offload | 16 GB | 5.30 GB short | CPU offload |
| GeForce RTX 4080 16GB16 GB · CPU offload | 16 GB | 5.30 GB short | CPU offload |
| GeForce RTX 5060 Ti 16GB16 GB · CPU offload | 16 GB | 5.30 GB short | CPU offload |
| GeForce RTX 5070 12GB12 GB · CPU offload | 12 GB | 9.30 GB short | CPU offload |
| GeForce RTX 5070 Ti 16GB16 GB · CPU offload | 16 GB | 5.30 GB short | CPU offload |
| GeForce RTX 5080 16GB16 GB · CPU offload | 16 GB | 5.30 GB short | CPU offload |
| Radeon RX 9070 XT 16GB16 GB · CPU offload | 16 GB | 5.30 GB short | CPU offload |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+6.26 GB | +6.26 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+6.26 GB | +6.26 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+14.26 GB | +14.26 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+6.26 GB | +6.26 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+62.26 GB | +62.26 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+62.26 GB | +62.26 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+18.26 GB | +18.26 GB |
| GeForce RTX 3060 12GB12 GB · CPU offload | 12 GB | 5.74 GB short | CPU offload |
| GeForce RTX 3070 8GB8 GB · CPU offload | 8 GB | 9.74 GB short | CPU offload |
| GeForce RTX 3080 10GB10 GB · CPU offload | 10 GB | 7.74 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · CPU offload | 8 GB | 9.74 GB short | CPU offload |
| GeForce RTX 4060 Ti 16GB16 GB · CPU offload | 16 GB | 1.74 GB short | CPU offload |
| GeForce RTX 4070 12GB12 GB · CPU offload | 12 GB | 5.74 GB short | CPU offload |
| GeForce RTX 4070 Ti Super 16GB16 GB · CPU offload | 16 GB | 1.74 GB short | CPU offload |
| GeForce RTX 4080 16GB16 GB · CPU offload | 16 GB | 1.74 GB short | CPU offload |
| GeForce RTX 5060 Ti 16GB16 GB · CPU offload | 16 GB | 1.74 GB short | CPU offload |
| GeForce RTX 5070 12GB12 GB · CPU offload | 12 GB | 5.74 GB short | CPU offload |
| GeForce RTX 5070 Ti 16GB16 GB · CPU offload | 16 GB | 1.74 GB short | CPU offload |
| GeForce RTX 5080 16GB16 GB · CPU offload | 16 GB | 1.74 GB short | CPU offload |
| Radeon RX 9070 XT 16GB16 GB · CPU offload | 16 GB | 1.74 GB short | CPU offload |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+10.03 GB | +10.03 GB |
| GeForce RTX 4060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+2.03 GB | +2.03 GB |
| GeForce RTX 4070 Ti Super 16GB16 GB · No CPU offload | 16 GB | Fits+2.03 GB | +2.03 GB |
| GeForce RTX 4080 16GB16 GB · No CPU offload | 16 GB | Fits+2.03 GB | +2.03 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+10.03 GB | +10.03 GB |
| GeForce RTX 5060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+2.03 GB | +2.03 GB |
| GeForce RTX 5070 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+2.03 GB | +2.03 GB |
| GeForce RTX 5080 16GB16 GB · No CPU offload | 16 GB | Fits+2.03 GB | +2.03 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+18.03 GB | +18.03 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+10.03 GB | +10.03 GB |
| Radeon RX 9070 XT 16GB16 GB · No CPU offload | 16 GB | Fits+2.03 GB | +2.03 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+66.03 GB | +66.03 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+66.03 GB | +66.03 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+22.03 GB | +22.03 GB |
| GeForce RTX 3060 12GB12 GB · CPU offload | 12 GB | 1.97 GB short | CPU offload |
| GeForce RTX 3070 8GB8 GB · CPU offload | 8 GB | 5.97 GB short | CPU offload |
| GeForce RTX 3080 10GB10 GB · CPU offload | 10 GB | 3.97 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · CPU offload | 8 GB | 5.97 GB short | CPU offload |
| GeForce RTX 4070 12GB12 GB · CPU offload | 12 GB | 1.97 GB short | CPU offload |
| GeForce RTX 5070 12GB12 GB · CPU offload | 12 GB | 1.97 GB short | CPU offload |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · Tight fit | 12 GB | Tight fit+0.92 GB | +0.92 GB |
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+12.92 GB | +12.92 GB |
| GeForce RTX 4060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+4.92 GB | +4.92 GB |
| GeForce RTX 4070 12GB12 GB · Tight fit | 12 GB | Tight fit+0.92 GB | +0.92 GB |
| GeForce RTX 4070 Ti Super 16GB16 GB · No CPU offload | 16 GB | Fits+4.92 GB | +4.92 GB |
| GeForce RTX 4080 16GB16 GB · No CPU offload | 16 GB | Fits+4.92 GB | +4.92 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+12.92 GB | +12.92 GB |
| GeForce RTX 5060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+4.92 GB | +4.92 GB |
| GeForce RTX 5070 12GB12 GB · Tight fit | 12 GB | Tight fit+0.92 GB | +0.92 GB |
| GeForce RTX 5070 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+4.92 GB | +4.92 GB |
| GeForce RTX 5080 16GB16 GB · No CPU offload | 16 GB | Fits+4.92 GB | +4.92 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+20.92 GB | +20.92 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+12.92 GB | +12.92 GB |
| Radeon RX 9070 XT 16GB16 GB · No CPU offload | 16 GB | Fits+4.92 GB | +4.92 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+68.92 GB | +68.92 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+68.92 GB | +68.92 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+24.92 GB | +24.92 GB |
| GeForce RTX 3070 8GB8 GB · CPU offload | 8 GB | 3.08 GB short | CPU offload |
| GeForce RTX 3080 10GB10 GB · CPU offload | 10 GB | 1.08 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · CPU offload | 8 GB | 3.08 GB short | CPU offload |
VRAM by quantization
Totals at 8,192 tokens. Q4_K_M is the usual balance of size and quality. FP16 weights are the parameter count times 2 bytes. The FP16 column in the table is the full estimate: weights, cache, and 1 GB.
| Quantization | Bits | Weights | Cache | Overhead | Total |
|---|---|---|---|---|---|
| FP16/BF16Bits 16 · Cache 0.75 · Overhead 1.00 | 16 | 56.87 | 0.75 | 1.00 | 58.62 |
| Q8_0Bits 8.5 · Cache 0.75 · Overhead 1.00 | 8.5 | 30.21 | 0.75 | 1.00 | 31.96 |
| Q6_KBits 6.5625 · Cache 0.75 · Overhead 1.00 | 6.5625 | 23.33 | 0.75 | 1.00 | 25.08 |
| Q5_K_MBits 5.5 · Cache 0.75 · Overhead 1.00 | 5.5 | 19.55 | 0.75 | 1.00 | 21.30 |
| Q4_K_MBits 4.5 · Cache 0.75 · Overhead 1.00 | 4.5 | 15.99 | 0.75 | 1.00 | 17.74 |
| Q3_K_MBits 3.4375 · Cache 0.75 · Overhead 1.00 | 3.4375 | 12.22 | 0.75 | 1.00 | 13.97 |
| Q2_KBits 2.625 · Cache 0.75 · Overhead 1.00 | 2.625 | 9.33 | 0.75 | 1.00 | 11.08 |
Context length
Q4_K_M total as the context changes. Cache is the part that grows.
| Context tokens | Cache GB | Q4_K_M total | FP16 total |
|---|---|---|---|
| 2048FP16 total 58.06 | 0.19 | 17.18 | 58.06 |
| 8192FP16 total 58.62 | 0.75 | 17.74 | 58.62 |
| 32768FP16 total 60.87 | 3.00 | 19.99 | 60.87 |
| 131072FP16 total 69.87 | 12.00 | 28.99 | 69.87 |
| 262144FP16 total 81.87 | 24.00 | 40.99 | 81.87 |
480B-A35B
Which GPUs fit
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · Won't fit | 12 GB | 885.3 GB short | Won't fit |
| GeForce RTX 3070 8GB8 GB · Won't fit | 8 GB | 889.3 GB short | Won't fit |
| GeForce RTX 3080 10GB10 GB · Won't fit | 10 GB | 887.3 GB short | Won't fit |
| GeForce RTX 3090 24GB24 GB · Won't fit | 24 GB | 873.3 GB short | Won't fit |
| GeForce RTX 4060 8GB8 GB · Won't fit | 8 GB | 889.3 GB short | Won't fit |
| GeForce RTX 4060 Ti 16GB16 GB · Won't fit | 16 GB | 881.3 GB short | Won't fit |
| GeForce RTX 4070 12GB12 GB · Won't fit | 12 GB | 885.3 GB short | Won't fit |
| GeForce RTX 4070 Ti Super 16GB16 GB · Won't fit | 16 GB | 881.3 GB short | Won't fit |
| GeForce RTX 4080 16GB16 GB · Won't fit | 16 GB | 881.3 GB short | Won't fit |
| GeForce RTX 4090 24GB24 GB · Won't fit | 24 GB | 873.3 GB short | Won't fit |
| GeForce RTX 5060 Ti 16GB16 GB · Won't fit | 16 GB | 881.3 GB short | Won't fit |
| GeForce RTX 5070 12GB12 GB · Won't fit | 12 GB | 885.3 GB short | Won't fit |
| GeForce RTX 5070 Ti 16GB16 GB · Won't fit | 16 GB | 881.3 GB short | Won't fit |
| GeForce RTX 5080 16GB16 GB · Won't fit | 16 GB | 881.3 GB short | Won't fit |
| GeForce RTX 5090 32GB32 GB · Won't fit | 32 GB | 865.3 GB short | Won't fit |
| Radeon RX 7900 XTX 24GB24 GB · Won't fit | 24 GB | 873.3 GB short | Won't fit |
| Radeon RX 9070 XT 16GB16 GB · Won't fit | 16 GB | 881.3 GB short | Won't fit |
| NVIDIA A100 80GB80 GB · Won't fit | 80 GB | 817.3 GB short | Won't fit |
| NVIDIA H100 SXM 80GB80 GB · Won't fit | 80 GB | 817.3 GB short | Won't fit |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · Won't fit | 48 GB | 861.3 GB short | Won't fit |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · Won't fit | 12 GB | 466.1 GB short | Won't fit |
| GeForce RTX 3070 8GB8 GB · Won't fit | 8 GB | 470.1 GB short | Won't fit |
| GeForce RTX 3080 10GB10 GB · Won't fit | 10 GB | 468.1 GB short | Won't fit |
| GeForce RTX 3090 24GB24 GB · Won't fit | 24 GB | 454.1 GB short | Won't fit |
| GeForce RTX 4060 8GB8 GB · Won't fit | 8 GB | 470.1 GB short | Won't fit |
| GeForce RTX 4060 Ti 16GB16 GB · Won't fit | 16 GB | 462.1 GB short | Won't fit |
| GeForce RTX 4070 12GB12 GB · Won't fit | 12 GB | 466.1 GB short | Won't fit |
| GeForce RTX 4070 Ti Super 16GB16 GB · Won't fit | 16 GB | 462.1 GB short | Won't fit |
| GeForce RTX 4080 16GB16 GB · Won't fit | 16 GB | 462.1 GB short | Won't fit |
| GeForce RTX 4090 24GB24 GB · Won't fit | 24 GB | 454.1 GB short | Won't fit |
| GeForce RTX 5060 Ti 16GB16 GB · Won't fit | 16 GB | 462.1 GB short | Won't fit |
| GeForce RTX 5070 12GB12 GB · Won't fit | 12 GB | 466.1 GB short | Won't fit |
| GeForce RTX 5070 Ti 16GB16 GB · Won't fit | 16 GB | 462.1 GB short | Won't fit |
| GeForce RTX 5080 16GB16 GB · Won't fit | 16 GB | 462.1 GB short | Won't fit |
| GeForce RTX 5090 32GB32 GB · Won't fit | 32 GB | 446.1 GB short | Won't fit |
| Radeon RX 7900 XTX 24GB24 GB · Won't fit | 24 GB | 454.1 GB short | Won't fit |
| Radeon RX 9070 XT 16GB16 GB · Won't fit | 16 GB | 462.1 GB short | Won't fit |
| NVIDIA A100 80GB80 GB · Won't fit | 80 GB | 398.1 GB short | Won't fit |
| NVIDIA H100 SXM 80GB80 GB · Won't fit | 80 GB | 398.1 GB short | Won't fit |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · Won't fit | 48 GB | 442.1 GB short | Won't fit |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · Won't fit | 12 GB | 357.8 GB short | Won't fit |
| GeForce RTX 3070 8GB8 GB · Won't fit | 8 GB | 361.8 GB short | Won't fit |
| GeForce RTX 3080 10GB10 GB · Won't fit | 10 GB | 359.8 GB short | Won't fit |
| GeForce RTX 3090 24GB24 GB · Won't fit | 24 GB | 345.8 GB short | Won't fit |
| GeForce RTX 4060 8GB8 GB · Won't fit | 8 GB | 361.8 GB short | Won't fit |
| GeForce RTX 4060 Ti 16GB16 GB · Won't fit | 16 GB | 353.8 GB short | Won't fit |
| GeForce RTX 4070 12GB12 GB · Won't fit | 12 GB | 357.8 GB short | Won't fit |
| GeForce RTX 4070 Ti Super 16GB16 GB · Won't fit | 16 GB | 353.8 GB short | Won't fit |
| GeForce RTX 4080 16GB16 GB · Won't fit | 16 GB | 353.8 GB short | Won't fit |
| GeForce RTX 4090 24GB24 GB · Won't fit | 24 GB | 345.8 GB short | Won't fit |
| GeForce RTX 5060 Ti 16GB16 GB · Won't fit | 16 GB | 353.8 GB short | Won't fit |
| GeForce RTX 5070 12GB12 GB · Won't fit | 12 GB | 357.8 GB short | Won't fit |
| GeForce RTX 5070 Ti 16GB16 GB · Won't fit | 16 GB | 353.8 GB short | Won't fit |
| GeForce RTX 5080 16GB16 GB · Won't fit | 16 GB | 353.8 GB short | Won't fit |
| GeForce RTX 5090 32GB32 GB · Won't fit | 32 GB | 337.8 GB short | Won't fit |
| Radeon RX 7900 XTX 24GB24 GB · Won't fit | 24 GB | 345.8 GB short | Won't fit |
| Radeon RX 9070 XT 16GB16 GB · Won't fit | 16 GB | 353.8 GB short | Won't fit |
| NVIDIA A100 80GB80 GB · Won't fit | 80 GB | 289.8 GB short | Won't fit |
| NVIDIA H100 SXM 80GB80 GB · Won't fit | 80 GB | 289.8 GB short | Won't fit |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · Won't fit | 48 GB | 333.8 GB short | Won't fit |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · Won't fit | 12 GB | 298.4 GB short | Won't fit |
| GeForce RTX 3070 8GB8 GB · Won't fit | 8 GB | 302.4 GB short | Won't fit |
| GeForce RTX 3080 10GB10 GB · Won't fit | 10 GB | 300.4 GB short | Won't fit |
| GeForce RTX 3090 24GB24 GB · Won't fit | 24 GB | 286.4 GB short | Won't fit |
| GeForce RTX 4060 8GB8 GB · Won't fit | 8 GB | 302.4 GB short | Won't fit |
| GeForce RTX 4060 Ti 16GB16 GB · Won't fit | 16 GB | 294.4 GB short | Won't fit |
| GeForce RTX 4070 12GB12 GB · Won't fit | 12 GB | 298.4 GB short | Won't fit |
| GeForce RTX 4070 Ti Super 16GB16 GB · Won't fit | 16 GB | 294.4 GB short | Won't fit |
| GeForce RTX 4080 16GB16 GB · Won't fit | 16 GB | 294.4 GB short | Won't fit |
| GeForce RTX 4090 24GB24 GB · Won't fit | 24 GB | 286.4 GB short | Won't fit |
| GeForce RTX 5060 Ti 16GB16 GB · Won't fit | 16 GB | 294.4 GB short | Won't fit |
| GeForce RTX 5070 12GB12 GB · Won't fit | 12 GB | 298.4 GB short | Won't fit |
| GeForce RTX 5070 Ti 16GB16 GB · Won't fit | 16 GB | 294.4 GB short | Won't fit |
| GeForce RTX 5080 16GB16 GB · Won't fit | 16 GB | 294.4 GB short | Won't fit |
| GeForce RTX 5090 32GB32 GB · Won't fit | 32 GB | 278.4 GB short | Won't fit |
| Radeon RX 7900 XTX 24GB24 GB · Won't fit | 24 GB | 286.4 GB short | Won't fit |
| Radeon RX 9070 XT 16GB16 GB · Won't fit | 16 GB | 294.4 GB short | Won't fit |
| NVIDIA A100 80GB80 GB · CPU offload | 80 GB | 230.4 GB short | CPU offload |
| NVIDIA H100 SXM 80GB80 GB · CPU offload | 80 GB | 230.4 GB short | CPU offload |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · Won't fit | 48 GB | 274.4 GB short | Won't fit |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · Won't fit | 12 GB | 242.5 GB short | Won't fit |
| GeForce RTX 3070 8GB8 GB · Won't fit | 8 GB | 246.5 GB short | Won't fit |
| GeForce RTX 3080 10GB10 GB · Won't fit | 10 GB | 244.5 GB short | Won't fit |
| GeForce RTX 3090 24GB24 GB · Won't fit | 24 GB | 230.5 GB short | Won't fit |
| GeForce RTX 4060 8GB8 GB · Won't fit | 8 GB | 246.5 GB short | Won't fit |
| GeForce RTX 4060 Ti 16GB16 GB · Won't fit | 16 GB | 238.5 GB short | Won't fit |
| GeForce RTX 4070 12GB12 GB · Won't fit | 12 GB | 242.5 GB short | Won't fit |
| GeForce RTX 4070 Ti Super 16GB16 GB · Won't fit | 16 GB | 238.5 GB short | Won't fit |
| GeForce RTX 4080 16GB16 GB · Won't fit | 16 GB | 238.5 GB short | Won't fit |
| GeForce RTX 4090 24GB24 GB · Won't fit | 24 GB | 230.5 GB short | Won't fit |
| GeForce RTX 5060 Ti 16GB16 GB · Won't fit | 16 GB | 238.5 GB short | Won't fit |
| GeForce RTX 5070 12GB12 GB · Won't fit | 12 GB | 242.5 GB short | Won't fit |
| GeForce RTX 5070 Ti 16GB16 GB · Won't fit | 16 GB | 238.5 GB short | Won't fit |
| GeForce RTX 5080 16GB16 GB · Won't fit | 16 GB | 238.5 GB short | Won't fit |
| GeForce RTX 5090 32GB32 GB · Won't fit | 32 GB | 222.5 GB short | Won't fit |
| Radeon RX 7900 XTX 24GB24 GB · Won't fit | 24 GB | 230.5 GB short | Won't fit |
| Radeon RX 9070 XT 16GB16 GB · Won't fit | 16 GB | 238.5 GB short | Won't fit |
| NVIDIA A100 80GB80 GB · CPU offload | 80 GB | 174.5 GB short | CPU offload |
| NVIDIA H100 SXM 80GB80 GB · CPU offload | 80 GB | 174.5 GB short | CPU offload |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · Won't fit | 48 GB | 218.5 GB short | Won't fit |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · Won't fit | 12 GB | 183.1 GB short | Won't fit |
| GeForce RTX 3070 8GB8 GB · Won't fit | 8 GB | 187.1 GB short | Won't fit |
| GeForce RTX 3080 10GB10 GB · Won't fit | 10 GB | 185.1 GB short | Won't fit |
| GeForce RTX 3090 24GB24 GB · Won't fit | 24 GB | 171.1 GB short | Won't fit |
| GeForce RTX 4060 8GB8 GB · Won't fit | 8 GB | 187.1 GB short | Won't fit |
| GeForce RTX 4060 Ti 16GB16 GB · Won't fit | 16 GB | 179.1 GB short | Won't fit |
| GeForce RTX 4070 12GB12 GB · Won't fit | 12 GB | 183.1 GB short | Won't fit |
| GeForce RTX 4070 Ti Super 16GB16 GB · Won't fit | 16 GB | 179.1 GB short | Won't fit |
| GeForce RTX 4080 16GB16 GB · Won't fit | 16 GB | 179.1 GB short | Won't fit |
| GeForce RTX 4090 24GB24 GB · Won't fit | 24 GB | 171.1 GB short | Won't fit |
| GeForce RTX 5060 Ti 16GB16 GB · Won't fit | 16 GB | 179.1 GB short | Won't fit |
| GeForce RTX 5070 12GB12 GB · Won't fit | 12 GB | 183.1 GB short | Won't fit |
| GeForce RTX 5070 Ti 16GB16 GB · Won't fit | 16 GB | 179.1 GB short | Won't fit |
| GeForce RTX 5080 16GB16 GB · Won't fit | 16 GB | 179.1 GB short | Won't fit |
| GeForce RTX 5090 32GB32 GB · Won't fit | 32 GB | 163.1 GB short | Won't fit |
| Radeon RX 7900 XTX 24GB24 GB · Won't fit | 24 GB | 171.1 GB short | Won't fit |
| Radeon RX 9070 XT 16GB16 GB · Won't fit | 16 GB | 179.1 GB short | Won't fit |
| NVIDIA A100 80GB80 GB · CPU offload | 80 GB | 115.1 GB short | CPU offload |
| NVIDIA H100 SXM 80GB80 GB · CPU offload | 80 GB | 115.1 GB short | CPU offload |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · Won't fit | 48 GB | 159.1 GB short | Won't fit |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · Won't fit | 12 GB | 137.7 GB short | Won't fit |
| GeForce RTX 3070 8GB8 GB · Won't fit | 8 GB | 141.7 GB short | Won't fit |
| GeForce RTX 3080 10GB10 GB · Won't fit | 10 GB | 139.7 GB short | Won't fit |
| GeForce RTX 3090 24GB24 GB · Won't fit | 24 GB | 125.7 GB short | Won't fit |
| GeForce RTX 4060 8GB8 GB · Won't fit | 8 GB | 141.7 GB short | Won't fit |
| GeForce RTX 4060 Ti 16GB16 GB · Won't fit | 16 GB | 133.7 GB short | Won't fit |
| GeForce RTX 4070 12GB12 GB · Won't fit | 12 GB | 137.7 GB short | Won't fit |
| GeForce RTX 4070 Ti Super 16GB16 GB · Won't fit | 16 GB | 133.7 GB short | Won't fit |
| GeForce RTX 4080 16GB16 GB · Won't fit | 16 GB | 133.7 GB short | Won't fit |
| GeForce RTX 4090 24GB24 GB · Won't fit | 24 GB | 125.7 GB short | Won't fit |
| GeForce RTX 5060 Ti 16GB16 GB · Won't fit | 16 GB | 133.7 GB short | Won't fit |
| GeForce RTX 5070 12GB12 GB · Won't fit | 12 GB | 137.7 GB short | Won't fit |
| GeForce RTX 5070 Ti 16GB16 GB · Won't fit | 16 GB | 133.7 GB short | Won't fit |
| GeForce RTX 5080 16GB16 GB · Won't fit | 16 GB | 133.7 GB short | Won't fit |
| GeForce RTX 5090 32GB32 GB · Won't fit | 32 GB | 117.7 GB short | Won't fit |
| Radeon RX 7900 XTX 24GB24 GB · Won't fit | 24 GB | 125.7 GB short | Won't fit |
| Radeon RX 9070 XT 16GB16 GB · Won't fit | 16 GB | 133.7 GB short | Won't fit |
| NVIDIA A100 80GB80 GB · CPU offload | 80 GB | 69.67 GB short | CPU offload |
| NVIDIA H100 SXM 80GB80 GB · CPU offload | 80 GB | 69.67 GB short | CPU offload |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · Won't fit | 48 GB | 113.7 GB short | Won't fit |
VRAM by quantization
Totals at 8,192 tokens. Q4_K_M is the usual balance of size and quality. FP16 weights are the parameter count times 2 bytes. The FP16 column in the table is the full estimate: weights, cache, and 1 GB.
| Quantization | Bits | Weights | Cache | Overhead | Total |
|---|---|---|---|---|---|
| FP16/BF16Bits 16 · Cache 1.94 · Overhead 1.00 | 16 | 894.4 | 1.94 | 1.00 | 897.3 |
| Q8_0Bits 8.5 · Cache 1.94 · Overhead 1.00 | 8.5 | 475.1 | 1.94 | 1.00 | 478.1 |
| Q6_KBits 6.5625 · Cache 1.94 · Overhead 1.00 | 6.5625 | 366.8 | 1.94 | 1.00 | 369.8 |
| Q5_K_MBits 5.5 · Cache 1.94 · Overhead 1.00 | 5.5 | 307.4 | 1.94 | 1.00 | 310.4 |
| Q4_K_MBits 4.5 · Cache 1.94 · Overhead 1.00 | 4.5 | 251.5 | 1.94 | 1.00 | 254.5 |
| Q3_K_MBits 3.4375 · Cache 1.94 · Overhead 1.00 | 3.4375 | 192.2 | 1.94 | 1.00 | 195.1 |
| Q2_KBits 2.625 · Cache 1.94 · Overhead 1.00 | 2.625 | 146.7 | 1.94 | 1.00 | 149.7 |
Context length
Q4_K_M total as the context changes. Cache is the part that grows.
| Context tokens | Cache GB | Q4_K_M total | FP16 total |
|---|---|---|---|
| 2048FP16 total 895.8 | 0.48 | 253.0 | 895.8 |
| 8192FP16 total 897.3 | 1.94 | 254.5 | 897.3 |
| 32768FP16 total 903.1 | 7.75 | 260.3 | 903.1 |
| 131072FP16 total 926.4 | 31.00 | 283.5 | 926.4 |
| 262144FP16 total 957.4 | 62.00 | 314.5 | 957.4 |
Qwen3 Coder hardware notes
- Unified memory counts 75 percent of the listed pool as usable. Discrete cards use the full listed memory. The memory column still shows the listed figure.
- Last updated 2025-12-03.
- Weights, cache, and the 1 GB overhead are estimates. How this is calculated.
- Architecture numbers and the parameter count come from the public model record, checked 2026-10-10.
Qwen3 Coder VRAM FAQ
How much VRAM does Qwen3 Coder 30B-A3B need at Q4_K_M?
17.74 GB at 8,192 tokens. Weights are 15.99 GB, the cache is 0.75 GB, and overhead is 1 GB.
Does a 24 GB GPU fit Qwen3 Coder 30B-A3B at Q4_K_M?
GeForce RTX 3090 24GB is Fits, 6.26 GB left. The quant table uses 8,192 tokens, the smaller of 8,192 and the configured maximum of 262,144.
What context length is configured for Qwen3 Coder 30B-A3B?
The configured context length is 262,144 tokens. The quant table uses 8,192 tokens, the smaller of 8,192 and the configured maximum of 262,144.
Which source supplies the parameter count for Qwen3 Coder 30B-A3B?
30.53B parameters, from the Hugging Face model record for Qwen/Qwen3-Coder-30B-A3B-Instruct.
Related models
| Model | Q4_K_M GB |
|---|---|
| Gemma 4 | 18.48 |
| gpt-oss-20b | 12.15 |
| Llama 3 8B | 6.21 |
| Llama 3.1 8B | 6.21 |