unsloth/qwen3-coder-30b-a3b-instruct
Qwen3-Coder-30B-A3B-Instruct
Throughput
70.9t/s@ 32k
Engine
llama.cpp
Parameters
3B active / 30B total
Released
2025-07-31
Benchmarked
2026-06-27
Context ladder
Throughput at each benched context window (single measurement).
| Context | KV | Throughput |
|---|---|---|
| @ 32k peak golden | — | 70.9t/s |
Golden profile
unsloth-qwen3-coder-30b-a3b-instruct-llama
Capabilities
codingagenticmoellamacppgguf
Why we run it
DGX Spark forum pick for agentic coding. MoE coder fits 128GB; Q4 + Q5 GGUF for llama.cpp bake-off path.
Bench notes
golden ?/? @ 29.2 tok/s — fill~14745 — bench-agent-v2 — tool_ok=True