DeepSeek R1 70B
by DeepSeek · deepseek-r1 family
70B
parameters
text-generation code-generation reasoning math creative-writing summarization
DeepSeek R1 70B is the largest distilled reasoning model in the DeepSeek R1 series, based on the Llama 3.3 70B architecture. It captures the most reasoning capability from the full DeepSeek R1 671B model through distillation, delivering exceptional performance on complex reasoning tasks. This model approaches the reasoning quality of the full R1 model on many benchmarks while requiring far less compute. It excels at advanced mathematics, competitive programming, scientific reasoning, and complex analytical tasks. Multi-GPU setups are recommended for comfortable inference.
Quick Start with Ollama
ollama run 70b-q4_K_M | Creator | DeepSeek |
| Parameters | 70B |
| Architecture | transformer-decoder |
| Context Length | 128K tokens |
| License | MIT |
| Released | Jan 20, 2025 |
| Ollama | deepseek-r1:70b |
Quantization Options
| Format | File Size | VRAM Required | Quality | Ollama Tag |
|---|---|---|---|---|
| Q4_K_M recommended | 34.9 GB | 43.5 GB |
★
★
★
★
★
| 70b-q4_K_M |
| Q5_K_M | 40.8 GB | 50.5 GB |
★
★
★
★
★
| 70b-q5_K_M |
| Q8_0 | 64.8 GB | 72 GB |
★
★
★
★
★
| 70b-q8_0 |
Compatible Hardware for Q4_K_M
Showing compatibility for the recommended quantization (Q4_K_M, 43.5 GB VRAM).
Compatible Hardware
| Hardware | VRAM | Type | Fit |
|---|---|---|---|
| Mac Pro M2 Ultra 192GB | 192 GB | mac | Runs |
| Mac Studio M4 Ultra 192GB | 192 GB | mac | Runs |
| Mac Studio M4 Max 128GB | 128 GB | mac | Runs |
| MacBook Pro M4 Max 128GB | 128 GB | mac | Runs |
| Mac Studio M4 Max 64GB | 64 GB | mac | Runs |
| MacBook Pro M4 Max 64GB | 64 GB | mac | Runs |
| Mac mini M4 Pro 48GB | 48 GB | mac | Runs (tight) |
| MacBook Pro M4 Max 48GB | 48 GB | mac | Runs (tight) |
| MacBook Pro M4 Pro 48GB | 48 GB | mac | Runs (tight) |
| NVIDIA GeForce RTX 5090 | 32 GB | gpu | CPU Offload |
| Mac mini M4 32GB | 32 GB | mac | CPU Offload |
25 hardware
device(s) cannot run this model configuration.
Benchmark Scores
85.5
mmlu