Coding model by jason-schulz · 6.19B parameters
Everything this chip runs, machine by machine: MacBook Pro 14" M5 Pro, MacBook Pro 16" M5 Pro
KAT Coder V2.5 Dev VL oQ4e mtp fits comfortably in your 24 GB Mac using Q8_0 quantization, using 31% of your RAM.
— tok/s
Q8_0 · 7.4 GB · Benchmark needed
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 Recommended | 7.4 GB | ~326 tok/s | ✓ |
| Q6_K | 5.9 GB | ~428 tok/s | ✓ |
| Q5_K_M | 5.1 GB | ~503 tok/s | ✓ |
| Q4_K_M | 4.5 GB | ~590 tok/s | ✓ |
| Q3_K_M | 3.9 GB | ~713 tok/s | ✓ |
| Q2_K | 3.2 GB | ~925 tok/s | ✓ |
Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.
Closest matches by use case and parameter count.
ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.
Get ToolPiper free