Qwen3 8B needs about 6.42 GB at Q4_K_M with 8K context.
Qwen3 8B is the small dense text model, and its 36 layers sit off the usual 32-layer grid. Hidden width is 4,096, the feed-forward width is 12,288, and the vocabulary is 151,936. 32 query heads share 8 key heads.
No sliding window, no experts, no image encoder, public Apache 2.0 weights. Context stops at 40,960 tokens. Q4_K_M at 8,192 tokens is 6.42 GB, so a 16 GB card is the comfortable target and an 8 GB card is the tight case.
The smallest listed GPU that still leaves 10 percent free is GeForce RTX 3070 8GB, with 1.58 GB left.
Which GPUs fit
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+6.62 GB | +6.62 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+6.62 GB | +6.62 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+14.62 GB | +14.62 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+6.62 GB | +6.62 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+62.62 GB | +62.62 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+62.62 GB | +62.62 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+18.62 GB | +18.62 GB |
| GeForce RTX 3060 12GB12 GB · CPU offload | 12 GB | 5.38 GB short | CPU offload |
| GeForce RTX 3070 8GB8 GB · CPU offload | 8 GB | 9.38 GB short | CPU offload |
| GeForce RTX 3080 10GB10 GB · CPU offload | 10 GB | 7.38 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · CPU offload | 8 GB | 9.38 GB short | CPU offload |
| GeForce RTX 4060 Ti 16GB16 GB · CPU offload | 16 GB | 1.38 GB short | CPU offload |
| GeForce RTX 4070 12GB12 GB · CPU offload | 12 GB | 5.38 GB short | CPU offload |
| GeForce RTX 4070 Ti Super 16GB16 GB · CPU offload | 16 GB | 1.38 GB short | CPU offload |
| GeForce RTX 4080 16GB16 GB · CPU offload | 16 GB | 1.38 GB short | CPU offload |
| GeForce RTX 5060 Ti 16GB16 GB · CPU offload | 16 GB | 1.38 GB short | CPU offload |
| GeForce RTX 5070 12GB12 GB · CPU offload | 12 GB | 5.38 GB short | CPU offload |
| GeForce RTX 5070 Ti 16GB16 GB · CPU offload | 16 GB | 1.38 GB short | CPU offload |
| GeForce RTX 5080 16GB16 GB · CPU offload | 16 GB | 1.38 GB short | CPU offload |
| Radeon RX 9070 XT 16GB16 GB · CPU offload | 16 GB | 1.38 GB short | CPU offload |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · No CPU offload | 12 GB | Fits+1.77 GB | +1.77 GB |
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+13.77 GB | +13.77 GB |
| GeForce RTX 4060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+5.77 GB | +5.77 GB |
| GeForce RTX 4070 12GB12 GB · No CPU offload | 12 GB | Fits+1.77 GB | +1.77 GB |
| GeForce RTX 4070 Ti Super 16GB16 GB · No CPU offload | 16 GB | Fits+5.77 GB | +5.77 GB |
| GeForce RTX 4080 16GB16 GB · No CPU offload | 16 GB | Fits+5.77 GB | +5.77 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+13.77 GB | +13.77 GB |
| GeForce RTX 5060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+5.77 GB | +5.77 GB |
| GeForce RTX 5070 12GB12 GB · No CPU offload | 12 GB | Fits+1.77 GB | +1.77 GB |
| GeForce RTX 5070 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+5.77 GB | +5.77 GB |
| GeForce RTX 5080 16GB16 GB · No CPU offload | 16 GB | Fits+5.77 GB | +5.77 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+21.77 GB | +21.77 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+13.77 GB | +13.77 GB |
| Radeon RX 9070 XT 16GB16 GB · No CPU offload | 16 GB | Fits+5.77 GB | +5.77 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+69.77 GB | +69.77 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+69.77 GB | +69.77 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+25.77 GB | +25.77 GB |
| GeForce RTX 3070 8GB8 GB · CPU offload | 8 GB | 2.23 GB short | CPU offload |
| GeForce RTX 3080 10GB10 GB · CPU offload | 10 GB | 0.23 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · CPU offload | 8 GB | 2.23 GB short | CPU offload |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · No CPU offload | 12 GB | Fits+3.62 GB | +3.62 GB |
| GeForce RTX 3080 10GB10 GB · No CPU offload | 10 GB | Fits+1.62 GB | +1.62 GB |
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+15.62 GB | +15.62 GB |
| GeForce RTX 4060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+7.62 GB | +7.62 GB |
| GeForce RTX 4070 12GB12 GB · No CPU offload | 12 GB | Fits+3.62 GB | +3.62 GB |
| GeForce RTX 4070 Ti Super 16GB16 GB · No CPU offload | 16 GB | Fits+7.62 GB | +7.62 GB |
| GeForce RTX 4080 16GB16 GB · No CPU offload | 16 GB | Fits+7.62 GB | +7.62 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+15.62 GB | +15.62 GB |
| GeForce RTX 5060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+7.62 GB | +7.62 GB |
| GeForce RTX 5070 12GB12 GB · No CPU offload | 12 GB | Fits+3.62 GB | +3.62 GB |
| GeForce RTX 5070 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+7.62 GB | +7.62 GB |
| GeForce RTX 5080 16GB16 GB · No CPU offload | 16 GB | Fits+7.62 GB | +7.62 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+23.62 GB | +23.62 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+15.62 GB | +15.62 GB |
| Radeon RX 9070 XT 16GB16 GB · No CPU offload | 16 GB | Fits+7.62 GB | +7.62 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+71.62 GB | +71.62 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+71.62 GB | +71.62 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+27.62 GB | +27.62 GB |
| GeForce RTX 3070 8GB8 GB · CPU offload | 8 GB | 0.38 GB short | CPU offload |
| GeForce RTX 4060 8GB8 GB · CPU offload | 8 GB | 0.38 GB short | CPU offload |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · No CPU offload | 12 GB | Fits+4.63 GB | +4.63 GB |
| GeForce RTX 3070 8GB8 GB · Tight fit | 8 GB | Tight fit+0.63 GB | +0.63 GB |
| GeForce RTX 3080 10GB10 GB · No CPU offload | 10 GB | Fits+2.63 GB | +2.63 GB |
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+16.63 GB | +16.63 GB |
| GeForce RTX 4060 8GB8 GB · Tight fit | 8 GB | Tight fit+0.63 GB | +0.63 GB |
| GeForce RTX 4060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+8.63 GB | +8.63 GB |
| GeForce RTX 4070 12GB12 GB · No CPU offload | 12 GB | Fits+4.63 GB | +4.63 GB |
| GeForce RTX 4070 Ti Super 16GB16 GB · No CPU offload | 16 GB | Fits+8.63 GB | +8.63 GB |
| GeForce RTX 4080 16GB16 GB · No CPU offload | 16 GB | Fits+8.63 GB | +8.63 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+16.63 GB | +16.63 GB |
| GeForce RTX 5060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+8.63 GB | +8.63 GB |
| GeForce RTX 5070 12GB12 GB · No CPU offload | 12 GB | Fits+4.63 GB | +4.63 GB |
| GeForce RTX 5070 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+8.63 GB | +8.63 GB |
| GeForce RTX 5080 16GB16 GB · No CPU offload | 16 GB | Fits+8.63 GB | +8.63 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+24.63 GB | +24.63 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+16.63 GB | +16.63 GB |
| Radeon RX 9070 XT 16GB16 GB · No CPU offload | 16 GB | Fits+8.63 GB | +8.63 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+72.63 GB | +72.63 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+72.63 GB | +72.63 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+28.63 GB | +28.63 GB |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · No CPU offload | 12 GB | Fits+5.58 GB | +5.58 GB |
| GeForce RTX 3070 8GB8 GB · No CPU offload | 8 GB | Fits+1.58 GB | +1.58 GB |
| GeForce RTX 3080 10GB10 GB · No CPU offload | 10 GB | Fits+3.58 GB | +3.58 GB |
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+17.58 GB | +17.58 GB |
| GeForce RTX 4060 8GB8 GB · No CPU offload | 8 GB | Fits+1.58 GB | +1.58 GB |
| GeForce RTX 4060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+9.58 GB | +9.58 GB |
| GeForce RTX 4070 12GB12 GB · No CPU offload | 12 GB | Fits+5.58 GB | +5.58 GB |
| GeForce RTX 4070 Ti Super 16GB16 GB · No CPU offload | 16 GB | Fits+9.58 GB | +9.58 GB |
| GeForce RTX 4080 16GB16 GB · No CPU offload | 16 GB | Fits+9.58 GB | +9.58 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+17.58 GB | +17.58 GB |
| GeForce RTX 5060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+9.58 GB | +9.58 GB |
| GeForce RTX 5070 12GB12 GB · No CPU offload | 12 GB | Fits+5.58 GB | +5.58 GB |
| GeForce RTX 5070 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+9.58 GB | +9.58 GB |
| GeForce RTX 5080 16GB16 GB · No CPU offload | 16 GB | Fits+9.58 GB | +9.58 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+25.58 GB | +25.58 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+17.58 GB | +17.58 GB |
| Radeon RX 9070 XT 16GB16 GB · No CPU offload | 16 GB | Fits+9.58 GB | +9.58 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+73.58 GB | +73.58 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+73.58 GB | +73.58 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+29.58 GB | +29.58 GB |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · No CPU offload | 12 GB | Fits+6.60 GB | +6.60 GB |
| GeForce RTX 3070 8GB8 GB · No CPU offload | 8 GB | Fits+2.60 GB | +2.60 GB |
| GeForce RTX 3080 10GB10 GB · No CPU offload | 10 GB | Fits+4.60 GB | +4.60 GB |
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+18.60 GB | +18.60 GB |
| GeForce RTX 4060 8GB8 GB · No CPU offload | 8 GB | Fits+2.60 GB | +2.60 GB |
| GeForce RTX 4060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+10.60 GB | +10.60 GB |
| GeForce RTX 4070 12GB12 GB · No CPU offload | 12 GB | Fits+6.60 GB | +6.60 GB |
| GeForce RTX 4070 Ti Super 16GB16 GB · No CPU offload | 16 GB | Fits+10.60 GB | +10.60 GB |
| GeForce RTX 4080 16GB16 GB · No CPU offload | 16 GB | Fits+10.60 GB | +10.60 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+18.60 GB | +18.60 GB |
| GeForce RTX 5060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+10.60 GB | +10.60 GB |
| GeForce RTX 5070 12GB12 GB · No CPU offload | 12 GB | Fits+6.60 GB | +6.60 GB |
| GeForce RTX 5070 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+10.60 GB | +10.60 GB |
| GeForce RTX 5080 16GB16 GB · No CPU offload | 16 GB | Fits+10.60 GB | +10.60 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+26.60 GB | +26.60 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+18.60 GB | +18.60 GB |
| Radeon RX 9070 XT 16GB16 GB · No CPU offload | 16 GB | Fits+10.60 GB | +10.60 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+74.60 GB | +74.60 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+74.60 GB | +74.60 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+30.60 GB | +30.60 GB |
| GPU | Memory | Status | Headroom |
|---|---|---|---|
| GeForce RTX 3060 12GB12 GB · No CPU offload | 12 GB | Fits+7.37 GB | +7.37 GB |
| GeForce RTX 3070 8GB8 GB · No CPU offload | 8 GB | Fits+3.37 GB | +3.37 GB |
| GeForce RTX 3080 10GB10 GB · No CPU offload | 10 GB | Fits+5.37 GB | +5.37 GB |
| GeForce RTX 3090 24GB24 GB · No CPU offload | 24 GB | Fits+19.37 GB | +19.37 GB |
| GeForce RTX 4060 8GB8 GB · No CPU offload | 8 GB | Fits+3.37 GB | +3.37 GB |
| GeForce RTX 4060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+11.37 GB | +11.37 GB |
| GeForce RTX 4070 12GB12 GB · No CPU offload | 12 GB | Fits+7.37 GB | +7.37 GB |
| GeForce RTX 4070 Ti Super 16GB16 GB · No CPU offload | 16 GB | Fits+11.37 GB | +11.37 GB |
| GeForce RTX 4080 16GB16 GB · No CPU offload | 16 GB | Fits+11.37 GB | +11.37 GB |
| GeForce RTX 4090 24GB24 GB · No CPU offload | 24 GB | Fits+19.37 GB | +19.37 GB |
| GeForce RTX 5060 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+11.37 GB | +11.37 GB |
| GeForce RTX 5070 12GB12 GB · No CPU offload | 12 GB | Fits+7.37 GB | +7.37 GB |
| GeForce RTX 5070 Ti 16GB16 GB · No CPU offload | 16 GB | Fits+11.37 GB | +11.37 GB |
| GeForce RTX 5080 16GB16 GB · No CPU offload | 16 GB | Fits+11.37 GB | +11.37 GB |
| GeForce RTX 5090 32GB32 GB · No CPU offload | 32 GB | Fits+27.37 GB | +27.37 GB |
| Radeon RX 7900 XTX 24GB24 GB · No CPU offload | 24 GB | Fits+19.37 GB | +19.37 GB |
| Radeon RX 9070 XT 16GB16 GB · No CPU offload | 16 GB | Fits+11.37 GB | +11.37 GB |
| NVIDIA A100 80GB80 GB · No CPU offload | 80 GB | Fits+75.37 GB | +75.37 GB |
| NVIDIA H100 SXM 80GB80 GB · No CPU offload | 80 GB | Fits+75.37 GB | +75.37 GB |
| Apple M5 Max 48GB unified48 GB · 36.00 GB usable · No CPU offload | 48 GB | Fits+31.37 GB | +31.37 GB |
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 1.13 · Overhead 1.00 | 16 | 15.26 | 1.13 | 1.00 | 17.38 |
| Q8_0Bits 8.5 · Cache 1.13 · Overhead 1.00 | 8.5 | 8.10 | 1.13 | 1.00 | 10.23 |
| Q6_KBits 6.5625 · Cache 1.13 · Overhead 1.00 | 6.5625 | 6.26 | 1.13 | 1.00 | 8.38 |
| Q5_K_MBits 5.5 · Cache 1.13 · Overhead 1.00 | 5.5 | 5.24 | 1.13 | 1.00 | 7.37 |
| Q4_K_MBits 4.5 · Cache 1.13 · Overhead 1.00 | 4.5 | 4.29 | 1.13 | 1.00 | 6.42 |
| Q3_K_MBits 3.4375 · Cache 1.13 · Overhead 1.00 | 3.4375 | 3.28 | 1.13 | 1.00 | 5.40 |
| Q2_KBits 2.625 · Cache 1.13 · Overhead 1.00 | 2.625 | 2.50 | 1.13 | 1.00 | 4.63 |
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 16.54 | 0.28 | 5.57 | 16.54 |
| 8192FP16 total 17.38 | 1.13 | 6.42 | 17.38 |
| 32768FP16 total 20.76 | 4.50 | 9.79 | 20.76 |
| 40960FP16 total 21.88 | 5.63 | 10.92 | 21.88 |
Qwen3 8B 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 2025-07-26.
- 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 8B VRAM FAQ
How much VRAM does Qwen3 8B need at Q4_K_M?
6.42 GB at 8,192 tokens. Weights are 4.29 GB, the cache is 1.13 GB, and overhead is 1 GB.
Does a 24 GB GPU fit Qwen3 8B at Q4_K_M?
GeForce RTX 3090 24GB is Fits, 17.58 GB left. The quant table uses 8,192 tokens, the smaller of 8,192 and the configured maximum of 40,960.
What context length is configured for Qwen3 8B?
The configured context length is 40,960 tokens. The quant table uses 8,192 tokens, the smaller of 8,192 and the configured maximum of 40,960.
Which source supplies the parameter count for Qwen3 8B?
8.19B parameters, from the Hugging Face model record for Qwen/Qwen3-8B.
Related models
| Model | Q4_K_M GB |
|---|---|
| Llama 3 8B | 6.21 |
| Llama 3.1 8B | 6.21 |
| gpt-oss-20b | 12.15 |
| Gemma 4 | 18.48 |