GPUs & Macs › NVIDIA GTX 1070 Ti
NVIDIA GTX 1070 Ti: local LLM speed
Llama 2 7B (Q4_0) generates 43.4 tokens/s on the NVIDIA GTX 1070 Ti (Vulkan), and processes prompts at 293 tokens/s.
Measured results
| Model | Generate tok/s | Prompt tok/s | Quant | Backend | Test | Source |
|---|---|---|---|---|---|---|
| Llama 2 7B | 43.4 | 293 | Q4_0 | Vulkan FA on | tg128 | llama.cpp #10879 details |
| Llama 2 7B | 42.9 | 298 | Q4_0 | Vulkan FA off | tg128 | llama.cpp #10879 details |
| Llama 2 7B | 37.9 | 791 | Q4_0 | CUDA FA on | tg128 | llama.cpp #15013 details |
| Llama 2 7B | 37.8 | 714 | Q4_0 | CUDA FA off | tg128 | llama.cpp #15013 details |
| Llama 3.2 1B Instruct | 116 | 2,980 | Q4_K_M | llamafile | LocalScore avg | LocalScore details |
What fits on the NVIDIA GTX 1070 Ti
Estimates for this chip are scaled from a measured run: Llama 2 7B Q4_0 at 43.4 tok/s (Vulkan, source). Fit assumes the whole model in GPU memory with ~8K context.
| Model | Best quant that fits | File | Expected tok/s |
|---|---|---|---|
| gemma-4-12B-it | IQ4_XS | 6.4 GB | 26.0 estimate |
| Qwen3.5-9B | Q5_K_S | 6.4 GB | 26.1 estimate |
| Qwen3.5-4B | Q8_0 | 4.5 GB | 37.0 estimate |
| MiMo-V2.6-Distill-Qwen-9B | Q4_K_M | 5.8 GB | 28.4 estimate |
| gemma-4-E4B-it | Q5_K_M | 5.5 GB | 30.3 estimate |
| Qwen3-4B | Q8_0 | 4.3 GB | 38.8 estimate |
| gemma-3-1b-it | Q8_0 | 1.1 GB | 138 estimate |
| gemma-4-E2B-it | Q8_0 | 5.0 GB | 33.4 estimate |
| DeepSeek-R1-0528-Qwen3-8B | Q5_K_M | 5.9 GB | 28.4 estimate |
| Llama-3.2-3B-Instruct | Q8_0 | 3.4 GB | 48.5 estimate |
| Phi-4-mini-instruct | Q8_0 | 4.1 GB | 40.6 estimate |
| gemma-3-4b-it | Q8_0 | 4.1 GB | 40.2 estimate |
| Qwen3-14B | UD-IQ3_XXS | 6.0 GB | 27.6 estimate |
| gemma-3-12b-it | Q3_K_M | 6.0 GB | 27.6 estimate |
Similar hardware
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