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DeepSeek R1 70B
DeepSeek · 70B · Reasoning
Large reasoning model with near-frontier performance on complex problem solving.
VRAM Requirements
| Quantization | VRAM |
|---|---|
| Q4_K_M (smallest) | 42 GB |
| Q8_0 (balanced) | 77 GB |
| FP16 (full quality) | 140 GB |
Specifications
- Parameters: 70B
- Category: Reasoning
- Max context: 128K tokens
- System RAM: 64 GB minimum
- HuggingFace: deepseek-ai/DeepSeek-R1-Distill-Llama-70B
Benchmarks
- MMLU: 84 — General knowledge & reasoning (5-shot)
- MATH: 80 — Competition-level math reasoning
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