← CanIRunLocal · All hardware · All models
Recursive · 39.8B parameters (2.5B active) · coding.
Ollama weight files: NVFP4 23 GB (flint:40b); Q4_1 26 GB (flint:40b-a2b-q4_1); INT4 23 GB (flint:40b-a2b-qat-int4).
flint:latest and flint:40b-a2b are the same NVFP4 file as flint:40b (23GB on the Ollama tag list). flint:40b-a2b-q4_1 is the 26GB Q4_1 GGUF and flint:40b-a2b-qat-int4 is the 23GB QAT INT4. Ollama also publishes Apple MLX tags flint:40b-a2b-gguf-nvfp4 (23GB) and flint:40b-a2b-mlx-bf16 (80GB); those MLX twins are left out of the fit list, same as other models. The Hugging Face BF16 checkpoint (RecursiveSI/flint) is about 80GB. Released 2026-10-21, Apache-2.0.
Yes on 47 machines in this list. The smallest is RTX 4060 Ti 16GB: NVFP4, about 24.6 GB, roughly 27 tokens per second, via Ollama. ollama run flint:40b
ollama run flint:40b-a2b-q4_1ollama run flint:40b-a2b-q4_1ollama run flint:40b-a2b-q4_1ollama run flint:40b-a2b-q4_1| Hardware | Runtime | Quant | Memory | Fit | Speed | Command |
|---|---|---|---|---|---|---|
| RTX 4060 Ti 16GB | Ollama | NVFP4 | 24.6 GB | partial offload (slower) | ~27 tok/s | ollama run flint:40b |
| RTX 4070 Ti Super 16GB | Ollama | NVFP4 | 24.6 GB | partial offload (slower) | ~32 tok/s | ollama run flint:40b |
| RTX 4080 16GB | Ollama | NVFP4 | 24.6 GB | partial offload (slower) | ~32 tok/s | ollama run flint:40b |
| RTX 5080 16GB | Ollama | NVFP4 | 24.6 GB | partial offload (slower) | ~33 tok/s | ollama run flint:40b |
| RX 7800 XT 16GB | Ollama | NVFP4 | 24.6 GB | partial offload (slower) | ~32 tok/s | ollama run flint:40b |
| RX 9070 XT 16GB | Ollama | NVFP4 | 24.6 GB | partial offload (slower) | ~32 tok/s | ollama run flint:40b |
| RTX 3090 24GB | Ollama | NVFP4 | 24.6 GB | partial offload (slower) | ~123 tok/s | ollama run flint:40b |
| RTX 4090 24GB | Ollama | NVFP4 | 24.6 GB | partial offload (slower) | ~128 tok/s | ollama run flint:40b |
| RX 7900 XTX 24GB | Ollama | NVFP4 | 24.6 GB | partial offload (slower) | ~125 tok/s | ollama run flint:40b |
| M3 Max (30c GPU) 36GB | Ollama | NVFP4 | 24.6 GB | fits in fast memory | ~83 tok/s | ollama run flint:40b |
| M3 Pro 36GB | Ollama | NVFP4 | 24.6 GB | fits in fast memory | ~42 tok/s | ollama run flint:40b |
| M4 Max (32c GPU) 36GB | Ollama | NVFP4 | 24.6 GB | fits in fast memory | ~114 tok/s | ollama run flint:40b |
| Mac Studio M4 Max (32c GPU) 36GB | Ollama | NVFP4 | 24.6 GB | fits in fast memory | ~114 tok/s | ollama run flint:40b |
| Mac Studio M5 Max (32c GPU) 36GB | Ollama | NVFP4 | 24.6 GB | fits in fast memory | ~127 tok/s | ollama run flint:40b |
| RTX 5090 32GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~329 tok/s | ollama run flint:40b-a2b-q4_1 |
| M3 Max (40c GPU) 48GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~98 tok/s | ollama run flint:40b-a2b-q4_1 |
| M4 Max (40c GPU) 48GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~134 tok/s | ollama run flint:40b-a2b-q4_1 |
| M4 Pro 48GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~67 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M4 Max (40c GPU) 48GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~134 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M5 Max (40c GPU) 48GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~150 tok/s | ollama run flint:40b-a2b-q4_1 |
| M1 Max (32c GPU) 64GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~98 tok/s | ollama run flint:40b-a2b-q4_1 |
| M2 Max (30c GPU) 64GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~98 tok/s | ollama run flint:40b-a2b-q4_1 |
| M2 Max (38c GPU) 64GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~98 tok/s | ollama run flint:40b-a2b-q4_1 |
| M2 Ultra 64GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~196 tok/s | ollama run flint:40b-a2b-q4_1 |
| M3 Max (40c GPU) 64GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~98 tok/s | ollama run flint:40b-a2b-q4_1 |
| M4 Max (40c GPU) 64GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~134 tok/s | ollama run flint:40b-a2b-q4_1 |
| M4 Pro 64GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~67 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M4 Max (40c GPU) 64GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~134 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M5 Max (40c GPU) 64GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~150 tok/s | ollama run flint:40b-a2b-q4_1 |
| M2 Max (38c GPU) 96GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~98 tok/s | ollama run flint:40b-a2b-q4_1 |
| M3 Max (30c GPU) 96GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~73 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M3 Ultra (60c GPU) 96GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~201 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M3 Ultra (80c GPU) 96GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~201 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M5 Ultra (64c GPU) 96GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~294 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M5 Ultra (80c GPU) 96GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~294 tok/s | ollama run flint:40b-a2b-q4_1 |
| M2 Ultra 128GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~196 tok/s | ollama run flint:40b-a2b-q4_1 |
| M3 Max (40c GPU) 128GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~98 tok/s | ollama run flint:40b-a2b-q4_1 |
| M4 Max (40c GPU) 128GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~134 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M4 Max (40c GPU) 128GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~134 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M5 Max (40c GPU) 128GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~150 tok/s | ollama run flint:40b-a2b-q4_1 |
| DGX Spark 128GB (NVIDIA, ASUS, Dell, Lenovo, HP, MSI, Acer, Gigabyte) | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~96 tok/s | ollama run flint:40b-a2b-q4_1 |
| M2 Ultra 192GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~196 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M3 Ultra (60c GPU) 256GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~201 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M3 Ultra (80c GPU) 256GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~201 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M5 Ultra (64c GPU) 256GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~294 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M5 Ultra (80c GPU) 256GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~294 tok/s | ollama run flint:40b-a2b-q4_1 |
| Mac Studio M3 Ultra (80c GPU) 512GB | Ollama | Q4_1 | 27.6 GB | fits in fast memory | ~201 tok/s | ollama run flint:40b-a2b-q4_1 |
Estimates, not benchmarks. Model sizes are ollama.com download sizes; memory needed adds headroom for ~8k tokens of context; speeds are rough figures from memory bandwidth. Data updated 2026-10-22.
A project by OnDevice Labs · llms.txt