✅ EJECUTA FP16 NATIVO Y TODAS LAS CUANTIZACIONES
Qwen3-235B-A22B (MoE) on Apple M3 Ultra Mac Studio (512GB) (512GB VRAM)
In 4-bit GGUF Q4_K_M, Qwen3-235B-A22B (MoE) consumes 134.4 GB (132.44 GB weights + 1.47 GB KV cache at 8K context), achieving ~45.9 tokens/sec decode and ~635 tokens/sec prefill.
🎛️ Ajustador Interactivo de VRAM, Contexto y Offload
📊 Telemetría de Memoria y Rendimiento en Tiempo Real
134.4 GB / 512 GB
🟦 Pesos del Modelo: 132.44 GB
🟪 Caché KV: 1.47 GB
🟨 Buffer del Motor: 0.49 GB
VRAM de GPU Requerida134.4 GB
RAM de Sistema Requerida (CPU)0.00 GB
VRAM Disponible en Hardware512 GB (1x Apple M3 Ultra Mac Studio (512GB))
Margen / Déficit de VRAM377.60 GB
Velocidad de Generación (Decode)~45.9 tokens/sec
Velocidad de Procesamiento (Prefill)~635 tokens/sec
Tiempo al Primer Token (Prompt 4K)~6453 ms
Topología TransformerMoE-GQA (94L, 4/64 KV/Q heads)
🚀 Comando de Lanzamiento Listo para Copiar
ollama run qwen3:235b # Or llama.cpp server (8K context, Flash Attention): llama-server -hf Qwen/Qwen3-235B-A22B-GGUF -c 8192 -ngl 99 -fa
COMPARADOR CLOUD GPU Y CALCULADORA ALQUILAR VS COMPRAR
¿No tienes suficiente VRAM? Alquila una GPU en la nube en 60 segundos (Qwen3-235B-A22B (MoE): 134.4 GB in 4-bit)
Recommended Cloud Tier: Multi-GPU H100 / H200 Node · Full FP16 Needs: 440.31 GB
Meses para amortizar compra vs alquiler: ~32 months (vs $9,499 hardware)
| Cloud Provider | RTX 4090 (24GB) | A100 (80GB) | H100 (80GB) | Est. Monthly Cost (4h/day) | Free Credit / Trial | Deploy |
|---|---|---|---|---|---|---|
| RunPod | $0.44 / hr | $1.39 / hr | $2.39 / hr | $52.80 / mo | Instant PyTorch / vLLM Templates + Serverless GPU | Desplegar en RunPod → |
| Vast.ai | $0.29 / hr | $0.95 / hr | $1.79 / hr | $34.80 / mo | Save 50–70% on RTX 4090 / 5090 / A100 rentals | Alquilar GPU Spot → |
| Vultr Cloud GPU | — | $1.79 / hr | $2.69 / hr | $214.80 / mo (A100) | $300 Free Credit | Reclamar $300 Gratis → |
| DigitalOcean GPU | — | — | $2.99 / hr | $358.80 / mo (H100) | $200 Free Credit (60d) | Obtener $200 Gratis → |
Desglose Completo por Formato de Cuantización: Qwen3-235B-A22B (MoE) × Apple M3 Ultra Mac Studio (512GB)
| Quantization Format | Core / Emb BPW | Weights (GiB) | KV Cache (8K) | Total VRAM | 1x Apple M3 Ultra Mac Studio (512GB) (512GB) | Decode / Prefill | Min GPUs |
|---|---|---|---|---|---|---|---|
| FP16 / BF16 (Unquantized) | 16 / 16 | 437.91 GB | 1.47 GB | 439.87 GB | Sí (86%) | ~13.9 / 635 tok/s | 1x |
| FP8 (W8A8 / E4M3) | 8.25 / 8.5 | 225.83 GB | 1.47 GB | 227.79 GB | Sí (44%) | ~26.9 / 635 tok/s | 1x |
| GGUF Q8_0 (8.50 bpw) | 8.5 / 8.5 | 232.64 GB | 1.47 GB | 234.6 GB | Sí (46%) | ~26.1 / 635 tok/s | 1x |
| GGUF Q6_K (6.56 bpw) | 6.56 / 6.56 | 179.54 GB | 1.47 GB | 181.5 GB | Sí (35%) | ~33.8 / 635 tok/s | 1x |
| GGUF Q5_K_M (5.69 bpw) | 5.69 / 6.56 | 155.86 GB | 1.47 GB | 157.81 GB | Sí (31%) | ~39 / 635 tok/s | 1x |
| GGUF Q4_K_M / AWQ (4.83 bpw) | 4.83 / 6.56 | 132.44 GB | 1.47 GB | 134.4 GB | Sí (26%) | ~45.9 / 635 tok/s | 1x |
| GGUF IQ4_XS (4.25 bpw) | 4.25 / 5.5 | 116.5 GB | 1.47 GB | 118.46 GB | Sí (23%) | ~52.2 / 635 tok/s | 1x |
| GGUF Q3_K_M (3.91 bpw) | 3.91 / 5 | 107.17 GB | 1.47 GB | 109.13 GB | Sí (21%) | ~56.7 / 635 tok/s | 1x |
Probar este Modelo en Otras GPUs
Qwen3-235B-A22B (MoE) on NVIDIA RTX 5090 (32GB)Qwen3-235B-A22B (MoE) on NVIDIA RTX 4090 (24GB)Qwen3-235B-A22B (MoE) on NVIDIA RTX 5080 (16GB)Qwen3-235B-A22B (MoE) on NVIDIA RTX 4080 Super (16GB)Qwen3-235B-A22B (MoE) on NVIDIA RTX 4070 Ti Super (16GB)Qwen3-235B-A22B (MoE) on NVIDIA RTX 3090 (24GB)Qwen3-235B-A22B (MoE) on NVIDIA RTX 4060 Ti 16GB (16GB)Qwen3-235B-A22B (MoE) on NVIDIA RTX 3060 12GB (12GB)Qwen3-235B-A22B (MoE) on NVIDIA RTX 6000 Ada (48GB)Qwen3-235B-A22B (MoE) on NVIDIA RTX A6000 (48GB)
Otros Modelos en esta GPU
DeepSeek-R1 671B (MoE) on Apple M3 Ultra Mac Studio (512GB)DeepSeek-V3-0324 671B (MoE) on Apple M3 Ultra Mac Studio (512GB)DeepSeek-R1-Distill-Llama-70B on Apple M3 Ultra Mac Studio (512GB)DeepSeek-R1-Distill-Qwen-32B on Apple M3 Ultra Mac Studio (512GB)DeepSeek-R1-Distill-Qwen-14B on Apple M3 Ultra Mac Studio (512GB)DeepSeek-R1-Distill-Llama-8B on Apple M3 Ultra Mac Studio (512GB)DeepSeek-R1-Distill-Qwen-7B on Apple M3 Ultra Mac Studio (512GB)Qwen3-30B-A3B (MoE) on Apple M3 Ultra Mac Studio (512GB)Qwen3-32B on Apple M3 Ultra Mac Studio (512GB)Qwen3-14B on Apple M3 Ultra Mac Studio (512GB)