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@elizaos/bench-eliza-1
Quality and performance benchmark for eliza-1 models. Measures structured-output accuracy and
decoding throughput across three elizaOS agent tasks — response-handler decision (should_respond),
action planner (planner), and per-action parameter extraction (action:<name>) — comparing
eliza-1's unguided, GBNF-guided, and strict-guided decoding modes against a Cerebras reference
baseline (Llama-3.1-8B for tiers up to 9B; GPT-OSS-120B for the 27B tier).
Quick Start
# Run all tasks and modes (requires eliza-1 GGUF on disk or CEREBRAS_API_KEY)
bun run --cwd packages/benchmarks/eliza-1 start
# Run harness tests only — no inference keys or GGUF needed
bun run --cwd packages/benchmarks/eliza-1 test
# Specific task + mode + tier
bun run --cwd packages/benchmarks/eliza-1 start \
--task should_respond --mode guided --tier eliza-1-9b --n 5
Vision CUA sub-harness
The vision-cua-e2e/ subdirectory is an integration scaffold for the eliza-1 vision +
plugin-computeruse loop (capture → tile → describe → OCR → ground → click → verify). It runs
fully in stub mode (no inference, no OS mouse) out of the box.
bun run --cwd packages/benchmarks/eliza-1/vision-cua-e2e test
See AGENTS.md for full flag reference, fixture derivation, and real-mode wiring.