Yi-Coder-9B-Chat-4bit
6 workload results across 2 hardware configurations.
Fastest local config
199.3 decode tok/s
on RTX 5090 (32GB) + AMD Ryzen 7 9850X3D 8-Core Processor (8c) + 30GB via llama.cpp. see full run
Local runs (6 runs)
Runs from contributors' own machines via MLX, llama.cpp, vLLM, exllamav2, or ollama. Signed on the submitter's hardware.
RTX 5090 (32GB) + AMD Ryzen 7 9850X3D 8-Core Processor (8c) + 30GB
| Workload | Backend | Quant | decode tok/s | prefill tok/s | TTFT | Run |
|---|---|---|---|---|---|---|
| chat-short | llama.cpp | - | 66.79tok/s | no data | 317ms | r_zlh6az5q0o_ |
| chat-long | llama.cpp | - | 69.60tok/s | no data | 1,195ms | r_zlh6az5q0o_ |
| concurrent-decode | llama.cpp | - | 70.99tok/s | no data | no data | r_zlh6az5q0o_ |
| agent-trace | llama.cpp | - | 71.76tok/s | 4,478.0tok/s | 397ms | r_zlh6az5q0o_ |
| chat-short | llama.cpp | - | 199.3tok/s | no data | 36.2ms | r_u4iojm6-ekg |
M3 Ultra (60-core GPU) + 96GB unified
| Workload | Backend | Quant | decode tok/s | prefill tok/s | TTFT | Run |
|---|---|---|---|---|---|---|
| chat-short | mlx@0.31.3 | - | 103.5tok/s | 390.9tok/s | 307ms | r_3hvui9a1yuc |