Devstral 24B
by Mistral AI · mistral family
24B
parameters
text-generation code-generation reasoning
Devstral 24B is Mistral's dedicated coding agent model, fine-tuned from Mistral Small 3.1 for software engineering tasks. It excels at code generation, repository-scale understanding, debugging, and agentic coding workflows. Ranked #1 among open-source coding agent models at launch. At Q4 it fits on 24 GB GPUs — ideal for developers who want a local alternative to cloud-based coding assistants like GitHub Copilot.
Quick Start with Ollama
ollama run 24b-q4_K_M | Creator | Mistral AI |
| Parameters | 24B |
| Architecture | transformer-decoder |
| Context | 128K tokens |
| Released | May 21, 2025 |
| License | Apache 2.0 |
| Ollama | devstral |
Quantization Options
| Format | File Size | VRAM Required | Quality | Ollama Tag |
|---|---|---|---|---|
| Q4_K_M rec | 14 GB | 17 GB |
★
★
★
★
★
| 24b-q4_K_M |
| Q8_0 | 25 GB | 29 GB |
★
★
★
★
★
| 24b-q8_0 |
| F16 | 48 GB | 53 GB |
★
★
★
★
★
| 24b-fp16 |
Compatible Hardware
for Q4_K_M (17 GB VRAM)
Compatible Hardware
| Hardware | VRAM | Type | Fit | Est. Speed |
|---|---|---|---|---|
| Mac Studio M4 Ultra 512GB | 512 GB | mac | Runs | ~48 tok/s |
| Mac Pro M2 Ultra 192GB | 192 GB | mac | Runs | ~47 tok/s |
| Mac Studio M4 Ultra 192GB | 192 GB | mac | Runs | ~48 tok/s |
| Mac Studio M4 Max 128GB | 128 GB | mac | Runs | ~32 tok/s |
| MacBook Pro M4 Max 128GB | 128 GB | mac | Runs | ~32 tok/s |
| MacBook Pro M3 Max 96GB | 96 GB | mac | Runs | ~24 tok/s |
| Mac mini M4 Pro 64GB | 64 GB | mac | Runs | ~16 tok/s |
| Mac Studio M4 Max 64GB | 64 GB | mac | Runs | ~32 tok/s |
| MacBook Pro M4 Max 64GB | 64 GB | mac | Runs | ~32 tok/s |
| Mac mini M4 Pro 48GB | 48 GB | mac | Runs | ~16 tok/s |
| MacBook Pro M3 Max 48GB | 48 GB | mac | Runs | ~24 tok/s |
| MacBook Pro M4 Max 48GB | 48 GB | mac | Runs | ~32 tok/s |
| MacBook Pro M4 Pro 48GB | 48 GB | mac | Runs | ~16 tok/s |
| Mac Studio M4 Max 36GB | 36 GB | mac | Runs | ~32 tok/s |
| MacBook Pro M3 Pro 36GB | 36 GB | mac | Runs | ~9 tok/s |
| NVIDIA GeForce RTX 5090 | 32 GB | gpu | Runs | ~105 tok/s |
| iMac M4 32GB | 32 GB | mac | Runs | ~7 tok/s |
| Mac mini M4 32GB | 32 GB | mac | Runs | ~7 tok/s |
| MacBook Air M4 32GB | 32 GB | mac | Runs | ~7 tok/s |
| AMD Radeon RX 7900 XTX | 24 GB | gpu | Runs | ~56 tok/s |
| NVIDIA GeForce RTX 3090 | 24 GB | gpu | Runs | ~55 tok/s |
| NVIDIA GeForce RTX 4090 | 24 GB | gpu | Runs | ~59 tok/s |
| iMac M3 24GB | 24 GB | mac | Runs | ~6 tok/s |
| Mac mini M2 24GB | 24 GB | mac | Runs | ~6 tok/s |
| Mac mini M4 Pro 24GB | 24 GB | mac | Runs | ~16 tok/s |
| MacBook Air M2 24GB | 24 GB | mac | Runs | ~6 tok/s |
| MacBook Air M4 24GB | 24 GB | mac | Runs | ~7 tok/s |
| MacBook Pro M4 Pro 24GB | 24 GB | mac | Runs | ~16 tok/s |
| AMD Radeon RX 7900 XT | 20 GB | gpu | Runs | ~47 tok/s |
| MacBook Pro M3 Pro 18GB | 18 GB | mac | Runs (tight) | ~9 tok/s |
| AMD Radeon RX 6800 XT | 16 GB | gpu | CPU Offload | ~30 tok/s |
| AMD Radeon RX 7800 XT | 16 GB | gpu | CPU Offload | ~37 tok/s |
| Intel Arc A770 | 16 GB | gpu | CPU Offload | ~33 tok/s |
| NVIDIA GeForce RTX 4060 Ti 16GB | 16 GB | gpu | CPU Offload | ~17 tok/s |
| NVIDIA GeForce RTX 4070 Ti Super | 16 GB | gpu | CPU Offload | ~40 tok/s |
| NVIDIA GeForce RTX 4080 Super | 16 GB | gpu | CPU Offload | ~43 tok/s |
| NVIDIA GeForce RTX 4080 | 16 GB | gpu | CPU Offload | ~42 tok/s |
| NVIDIA GeForce RTX 5070 Ti | 16 GB | gpu | CPU Offload | ~53 tok/s |
| NVIDIA GeForce RTX 5080 | 16 GB | gpu | CPU Offload | ~56 tok/s |
| iMac M1 16GB | 16 GB | mac | CPU Offload | ~4 tok/s |
| iMac M4 16GB | 16 GB | mac | CPU Offload | ~7 tok/s |
| Mac mini M1 16GB | 16 GB | mac | CPU Offload | ~4 tok/s |
| Mac mini M4 16GB | 16 GB | mac | CPU Offload | ~7 tok/s |
| MacBook Air M2 16GB | 16 GB | mac | CPU Offload | ~6 tok/s |
| MacBook Air M3 16GB | 16 GB | mac | CPU Offload | ~6 tok/s |
| MacBook Air M4 16GB | 16 GB | mac | CPU Offload | ~7 tok/s |
| MacBook Pro M1 16GB | 16 GB | mac | CPU Offload | ~4 tok/s |
| MacBook Pro M2 Pro 16GB | 16 GB | mac | CPU Offload | ~12 tok/s |
| AMD Radeon RX 7700 XT | 12 GB | gpu | CPU Offload | ~25 tok/s |
| NVIDIA GeForce RTX 3060 12GB | 12 GB | gpu | CPU Offload | ~21 tok/s |
| NVIDIA GeForce RTX 3080 12GB | 12 GB | gpu | CPU Offload | ~54 tok/s |
| NVIDIA GeForce RTX 4070 Super | 12 GB | gpu | CPU Offload | ~30 tok/s |
| NVIDIA GeForce RTX 4070 Ti | 12 GB | gpu | CPU Offload | ~30 tok/s |
| NVIDIA GeForce RTX 4070 | 12 GB | gpu | CPU Offload | ~30 tok/s |
| NVIDIA GeForce RTX 5070 | 12 GB | gpu | CPU Offload | ~40 tok/s |
10 hardware
device(s) cannot run this model configuration.
Benchmark Scores
72.0
mmlu