{ "live_coder_8081": { "port": 8081, "n_ctx": 65536, "total_slots": 1, "tokenize_sample_tokens": 10, "total_vram_mib": 26750, "generation_speed_tps": 107.28, "prompt_speed_tps": 156.8, "timings": { "cache_n": 13, "prompt_n": 6, "prompt_ms": 38.265, "prompt_per_token_ms": 6.3775, "prompt_per_second": 156.80125441003528, "predicted_n": 128, "predicted_ms": 1183.873, "predicted_per_token_ms": 9.321834645669291, "predicted_per_second": 107.27502020909337 } }, "compressor_evaluation": { "Qwen3-4B-2507_GPU": { "name": "Qwen3-4B-2507", "device": "GPU", "ngl": 99, "cold_start_sec": 3.01, "process_vram_mib": 7446, "avg_generation_tps": 137.18, "avg_prompt_tps": 1595.19, "evaluations": [ { "prompt_id": "C01_code_repo_summary", "content_preview": "Hermes Hub Router runs a FastAPI server on port 8765, routing requests to Ollama (port 11434), local llama.cpp (coder on port 8081, compress", "gen_tps": 135.41, "prompt_tps": 273.19 }, { "prompt_id": "C02_security_audit_log", "content_preview": "- **IP Address**: 192.168.1.105 - **Token Hash**: sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 - **Action**: ", "gen_tps": 138.95, "prompt_tps": 2917.19 } ], "status": "OK" }, "Qwen3-4B-2507_CPU": { "name": "Qwen3-4B-2507", "device": "CPU", "ngl": 0, "cold_start_sec": 12.01, "process_vram_mib": 2648, "avg_generation_tps": 8.42, "avg_prompt_tps": 71.13, "evaluations": [ { "prompt_id": "C01_code_repo_summary", "content_preview": "Hermes Hub Router runs a FastAPI server on port 8765, routing requests to Ollama (port 11434), local llama.cpp (coder on port 8081, compress", "gen_tps": 8.47, "prompt_tps": 42.47 }, { "prompt_id": "C02_security_audit_log", "content_preview": "- **IP Address**: 192.168.1.105 - **Token Hash**: sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 - **Action**: ", "gen_tps": 8.36, "prompt_tps": 99.78 } ], "status": "OK" }, "LFM2.5-2.6B_GPU": { "name": "LFM2.5-2.6B", "device": "GPU", "ngl": 99, "cold_start_sec": 6.01, "process_vram_mib": 2562, "avg_generation_tps": 201.66, "avg_prompt_tps": 2519.75, "evaluations": [ { "prompt_id": "C01_code_repo_summary", "content_preview": "", "gen_tps": 201.61, "prompt_tps": 1267.33 }, { "prompt_id": "C02_security_audit_log", "content_preview": "", "gen_tps": 201.71, "prompt_tps": 3772.17 } ], "status": "OK" }, "LFM2.5-2.6B_CPU": { "name": "LFM2.5-2.6B", "device": "CPU", "ngl": 0, "cold_start_sec": 4.83, "process_vram_mib": 394, "avg_generation_tps": 14.92, "avg_prompt_tps": 396.87, "evaluations": [ { "prompt_id": "C01_code_repo_summary", "content_preview": "", "gen_tps": 15.68, "prompt_tps": 394.56 }, { "prompt_id": "C02_security_audit_log", "content_preview": "", "gen_tps": 14.16, "prompt_tps": 399.17 } ], "status": "OK" } }, "candidates_64k_vram": { "Phi-4-14B": { "name": "Phi-4-14B", "status": "OK", "cold_start_sec": 36.07, "process_vram_mib": 15786, "generation_tps": 59.38, "prompt_tps": 189.01 }, "Qwen2.5-Coder-14B": { "name": "Qwen2.5-Coder-14B", "status": "OK", "cold_start_sec": 48.07, "process_vram_mib": 15400, "generation_tps": 56.58, "prompt_tps": 338.5 }, "Granite-4.2-8B": { "name": "Granite-4.2-8B", "status": "OK", "cold_start_sec": 39.17, "process_vram_mib": 11212, "generation_tps": 82.35, "prompt_tps": 152.05 }, "Qwen3-4B-2507": { "name": "Qwen3-4B-2507", "status": "OK", "cold_start_sec": 4.51, "process_vram_mib": 7976, "generation_tps": 122.43, "prompt_tps": 327.94 }, "Qwen3-Coder-30B-A3B": { "name": "Qwen3-Coder-30B-A3B", "status": "OK", "cold_start_sec": 30.04, "process_vram_mib": 21368, "generation_tps": 107.5, "prompt_tps": 115.08 } }, "pair_coder_and_compressor": { "status": "SUCCESS", "name_a": "Qwen3-Coder-30B-A3B", "name_b": "Qwen3-4B-2507", "vram_a_mib": 21368, "vram_b_mib": 5368, "total_vram_mib": 26736, "solo_a_tps": 110.08, "solo_b_tps": 122.37, "conc_a_tps": 54.23, "conc_b_tps": 54.28, "total_conc_tps": 108.5, "ratio_vs_solo_a": 0.99 }, "pair_phi4_and_qwen25_14b": { "status": "SUCCESS", "name_a": "Phi-4-14B", "name_b": "Qwen2.5-Coder-14B", "vram_a_mib": 15786, "vram_b_mib": 15400, "total_vram_mib": 31186, "solo_a_tps": 59.92, "solo_b_tps": 56.86, "conc_a_tps": 24.43, "conc_b_tps": 24.45, "total_conc_tps": 48.88, "ratio_vs_solo_a": 0.82 }, "pair_qwen3moe_and_granite": { "status": "SUCCESS", "name_a": "Qwen3-Coder-30B-A3B", "name_b": "Granite-4.2-8B", "vram_a_mib": 19640, "vram_b_mib": 8332, "total_vram_mib": 27972, "solo_a_tps": 109.31, "solo_b_tps": 82.81, "conc_a_tps": 42.73, "conc_b_tps": 42.74, "total_conc_tps": 85.47, "ratio_vs_solo_a": 0.78 } }