| { |
| "production": { |
| "binary": "/opt/homebrew/bin/llama-server", |
| "version": "0.2.0 build 10566", |
| "context_tokens": 262144, |
| "speculative": false, |
| "decision": "retained as the general-purpose production runtime" |
| }, |
| "official_model": { |
| "repository": "ornith-ai/Ornith-1.5-35B-A3B-GGUF", |
| "file": "Ornith-1.5-35B-Q4_K_M.gguf", |
| "sha256": "42739874cc2ccfdb8523b23fbe52e29b2a7555c8176737ca9ca0b5d59859d41f", |
| "embedded_mtp_metadata": "qwen35moe.nextn_predict_layers = 1" |
| }, |
| "candidates": [ |
| { |
| "name": "embedded draft-mtp", |
| "runtime": "upstream llama.cpp d222767, 32k canary", |
| "result": "functional and smoke-correct; rejected for general deployment", |
| "reason": "code generation increased, but short answers, long-form, and long-context decode regressed", |
| "artifact_dir": "results/mtp-canary/20260826-062833" |
| }, |
| { |
| "name": "upstream no-spec", |
| "runtime": "llama.cpp d222767", |
| "result": "passed independent 262k proof", |
| "reason": "260013 prompt tokens and sentinel passed in 2732.46s, but general 262k decode profile was slower than production except modest code/summarize gains", |
| "artifact_dir": "results/upstream-262k-canary/20260826-064430" |
| }, |
| { |
| "name": "ngram-mod", |
| "runtime": "upstream llama.cpp d222767, 32k quality-safe default canary", |
| "result": "functional and smoke-correct; rejected for general deployment", |
| "reason": "mixed code improvement but long-form and reasoning decode regressed", |
| "artifact_dir": "results/ngram-mod-default-canary/20260826-074206" |
| } |
| ], |
| "workload_matrix": [ |
| { |
| "label": "short-answer", |
| "production_262k_decode_median_tps": 86.3, |
| "mtp_32k_decode_median_tps": 63.51, |
| "upstream_32k_decode_median_tps": 79.67, |
| "upstream_262k_decode_median_tps": 52.77, |
| "ngram_mod_32k_decode_median_tps": 72.83 |
| }, |
| { |
| "label": "code-gen", |
| "production_262k_decode_median_tps": 48.91, |
| "mtp_32k_decode_median_tps": 85.26, |
| "upstream_32k_decode_median_tps": 76.2, |
| "upstream_262k_decode_median_tps": 52.49, |
| "ngram_mod_32k_decode_median_tps": 66.17 |
| }, |
| { |
| "label": "summarize", |
| "production_262k_decode_median_tps": 29.07, |
| "mtp_32k_decode_median_tps": 20.02, |
| "upstream_32k_decode_median_tps": 51.0, |
| "upstream_262k_decode_median_tps": 29.77, |
| "ngram_mod_32k_decode_median_tps": 31.74 |
| }, |
| { |
| "label": "long-form", |
| "production_262k_decode_median_tps": 41.83, |
| "mtp_32k_decode_median_tps": 32.13, |
| "upstream_32k_decode_median_tps": 37.85, |
| "upstream_262k_decode_median_tps": 36.8, |
| "ngram_mod_32k_decode_median_tps": 35.64 |
| }, |
| { |
| "label": "reasoning", |
| "production_262k_decode_median_tps": 43.09, |
| "mtp_32k_decode_median_tps": 42.34, |
| "upstream_32k_decode_median_tps": 36.49, |
| "upstream_262k_decode_median_tps": 39.01, |
| "ngram_mod_32k_decode_median_tps": 36.62 |
| } |
| ], |
| "upstream_262k_context_proof": { |
| "model": "Ornith-1.5-35B-A3B-Q4_K_M-Upstream-262K", |
| "requested_content_tokens": 260000, |
| "server_prompt_tokens": 260013, |
| "completion_tokens": 16, |
| "latency_s": 2732.46, |
| "answer": "ORNITH-256K-NEEDLE-7F3A", |
| "sentinel_found": true, |
| "context_256k_proven": true |
| }, |
| "conclusion": "No tested candidate dominated the existing 262k runtime across the intended API and agent workloads. The original service remains deployed; candidate artifacts are retained for repeatable future evaluation." |
| } |
|
|
