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neuron-tai/.scratch/distributed-gguf-runtime/evidence/DGR-001/performance-contract.json
2026-07-14 18:13:54 +03:00

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{
"benchmark_lanes": [
{
"concurrency_levels": [
1,
4
],
"id": "transformers-safetensors",
"recipe": "current safetensors recipe",
"runtime": "transformers"
},
{
"concurrency_levels": [
1,
4
],
"id": "llama-cpp-gguf",
"recipe": "whole-model GGUF recipe",
"runtime": "llama.cpp"
}
],
"metrics": [
"ttft_ms",
"prefill_tok_per_sec",
"decode_tok_per_sec",
"p50_latency_ms",
"p95_latency_ms",
"aggregate_throughput_tok_per_sec",
"rss_bytes",
"vram_bytes",
"artifact_bytes",
"failure_count",
"output_drift"
],
"model_target": {
"architecture": "deepseek2",
"gguf_quant": "Q2_K",
"gguf_repo": "second-state/DeepSeek-V2-Lite-Chat-GGUF",
"gguf_size_gb": 6.43,
"name": "DeepSeek-V2-Lite-Chat",
"rationale": "Smallest DeepSeek-family benchmark anchor that still points toward DeepSeek-V4-Flash; keeps the runtime on the DeepSeek2 path instead of falling back to a tiny but architecture-mismatched smoke model.",
"safetensors_repo": "deepseek-ai/DeepSeek-V2-Lite-Chat"
},
"notes": [
"Real model execution stays opt-in and must keep model artifacts on the mounted drive.",
"Use the tiny fallback only for loader plumbing smoke tests; it does not replace the architecture-aligned baseline."
],
"schema_version": 1,
"stop_condition": "Stop if GGUF does not provide a meaningful speed or fit benefit over the safetensors baseline for the chosen DeepSeek-family model target.",
"story_id": "DGR-001"
}