❌ EXCEDE LA VRAM DE 1 GPU (NEEDS 6x Apple M4 Pro Mac Mini (64GB))
DeepSeek-R1 671B (MoE) on Apple M4 Pro Mac Mini (64GB) (64GB VRAM)
You need 6x Apple M4 Pro Mac Mini (64GB) (384 GB total VRAM) for full GPU execution, or rent an A100/H100 80GB cloud instance.
🎛️ Ajustador Interactivo de VRAM, Contexto y Offload
📊 Telemetría de Memoria y Rendimiento en Tiempo Real
378.7 GB / 64 GB
🟦 Pesos del Modelo: 377.67 GB
🟪 Caché KV: 0.54 GB
🟨 Buffer del Motor: 0.5 GB
VRAM de GPU Requerida378.7 GB
RAM de Sistema Requerida (CPU)0.00 GB
VRAM Disponible en Hardware64 GB (1x Apple M4 Pro Mac Mini (64GB))
Margen / Déficit de VRAM-314.70 GB
Velocidad de Generación (Decode)~3 tokens/sec
Velocidad de Procesamiento (Prefill)~129 tokens/sec
Tiempo al Primer Token (Prompt 4K)~31679 ms
Topología TransformerMLA-MoE (61L, 8/128 KV/Q heads)
🚀 Comando de Lanzamiento Listo para Copiar
ollama run deepseek-r1:671b # Or llama.cpp server (8K context, Flash Attention): llama-server -hf deepseek-ai/DeepSeek-R1-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 (DeepSeek-R1 671B (MoE): 378.7 GB in 4-bit)
Recommended Cloud Tier: Multi-GPU H100 / H200 Node · Full FP16 Needs: 1251.32 GB
Meses para amortizar compra vs alquiler: ~32 months (vs $2,199 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: DeepSeek-R1 671B (MoE) × Apple M4 Pro Mac Mini (64GB)
| Quantization Format | Core / Emb BPW | Weights (GiB) | KV Cache (8K) | Total VRAM | 1x Apple M4 Pro Mac Mini (64GB) (64GB) | Decode / Prefill | Min GPUs |
|---|---|---|---|---|---|---|---|
| FP16 / BF16 (Unquantized) | 16 / 16 | 1249.83 GB | 0.54 GB | 1250.87 GB | No (+1186.9GB) | ~1.2 / 129 tok/s | 20x |
| FP8 (W8A8 / E4M3) | 8.25 / 8.5 | 644.5 GB | 0.54 GB | 645.53 GB | No (+581.5GB) | ~1.7 / 129 tok/s | 11x |
| GGUF Q8_0 (8.50 bpw) | 8.5 / 8.5 | 663.97 GB | 0.54 GB | 665.01 GB | No (+601.0GB) | ~1.6 / 129 tok/s | 11x |
| GGUF Q6_K (6.56 bpw) | 6.56 / 6.56 | 512.43 GB | 0.54 GB | 513.46 GB | No (+449.5GB) | ~2.1 / 129 tok/s | 9x |
| GGUF Q5_K_M (5.69 bpw) | 5.69 / 6.56 | 444.66 GB | 0.54 GB | 445.69 GB | No (+381.7GB) | ~2.5 / 129 tok/s | 7x |
| GGUF Q4_K_M / AWQ (4.83 bpw) | 4.83 / 6.56 | 377.67 GB | 0.54 GB | 378.7 GB | No (+314.7GB) | ~3 / 129 tok/s | 6x |
| GGUF IQ4_XS (4.25 bpw) | 4.25 / 5.5 | 332.26 GB | 0.54 GB | 333.29 GB | No (+269.3GB) | ~3.5 / 129 tok/s | 6x |
| GGUF Q3_K_M (3.91 bpw) | 3.91 / 5 | 305.66 GB | 0.54 GB | 306.7 GB | No (+242.7GB) | ~3.8 / 129 tok/s | 5x |
Probar este Modelo en Otras GPUs
DeepSeek-R1 671B (MoE) on NVIDIA RTX 5090 (32GB)DeepSeek-R1 671B (MoE) on NVIDIA RTX 4090 (24GB)DeepSeek-R1 671B (MoE) on NVIDIA RTX 5080 (16GB)DeepSeek-R1 671B (MoE) on NVIDIA RTX 4080 Super (16GB)DeepSeek-R1 671B (MoE) on NVIDIA RTX 4070 Ti Super (16GB)DeepSeek-R1 671B (MoE) on NVIDIA RTX 3090 (24GB)DeepSeek-R1 671B (MoE) on NVIDIA RTX 4060 Ti 16GB (16GB)DeepSeek-R1 671B (MoE) on NVIDIA RTX 3060 12GB (12GB)DeepSeek-R1 671B (MoE) on NVIDIA RTX 6000 Ada (48GB)DeepSeek-R1 671B (MoE) on NVIDIA RTX A6000 (48GB)
Otros Modelos en esta GPU
DeepSeek-V3-0324 671B (MoE) on Apple M4 Pro Mac Mini (64GB)DeepSeek-R1-Distill-Llama-70B on Apple M4 Pro Mac Mini (64GB)DeepSeek-R1-Distill-Qwen-32B on Apple M4 Pro Mac Mini (64GB)DeepSeek-R1-Distill-Qwen-14B on Apple M4 Pro Mac Mini (64GB)DeepSeek-R1-Distill-Llama-8B on Apple M4 Pro Mac Mini (64GB)DeepSeek-R1-Distill-Qwen-7B on Apple M4 Pro Mac Mini (64GB)Qwen3-235B-A22B (MoE) on Apple M4 Pro Mac Mini (64GB)Qwen3-30B-A3B (MoE) on Apple M4 Pro Mac Mini (64GB)Qwen3-32B on Apple M4 Pro Mac Mini (64GB)Qwen3-14B on Apple M4 Pro Mac Mini (64GB)