{ "id": "91751afd-068a-477b-8f40-6e1963f803f1", "title": "vps50-cpu-matrix-1 \u2014 gemma/phi/qwen2.5/qwen3 on vps50", "date": "2026-05-05", "started_at": "2026-05-05T10:23:13Z", "git_sha": "f06800254dfd046e154c94f663fb7f9f66c79ae3", "hardware": "vps50", "hardware_label": "VPS50 \u00b7 cloud \u00b7 16 vCPU AMD EPYC \u00b7 62 GB RAM \u00b7 no GPU", "engine": "llamacpp", "harness": "vps50-cpu-matrix-1", "model_family": "gemma/phi/qwen2.5/qwen3", "model_sizes": [ "phi-4", "gemma-4-26b-a4b", "qwen3-30b-a3b", "qwen2.5-72b", "gemma-4-26b-a4b-it" ], "task_kind": "param-sweep", "tags": [ "a3b", "cpu", "gemma", "matrix", "qwen2.5", "qwen3", "vps50" ], "headline": "2 calls across 5 cell(s)", "janie_blurb_md": null, "janie_blurb_status": "pending", "caveat": null, "caveat_severity": null, "methodology_ref": "A3B_AND_CPU_OVERNIGHT_2026-05-05", "methodology_deviations_md": null, "results_table": [ { "label": "phi-4", "cell_id": "vps50:llamacpp:phi-4", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "memory_mb": null, "watts_avg": null, "notes": null }, { "label": "gemma-4-26b-a4b", "cell_id": "vps50:llamacpp:gemma-4-26b-a4b", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "memory_mb": null, "watts_avg": null, "notes": null }, { "label": "qwen3-30b-a3b", "cell_id": "vps50:llamacpp:qwen3-30b-a3b", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "memory_mb": null, "watts_avg": null, "notes": null }, { "label": "qwen2.5-72b", "cell_id": "vps50:llamacpp:qwen2.5-72b", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "memory_mb": null, "watts_avg": null, "notes": null }, { "label": "gemma-4-26b-a4b-it-q4km-cpu-ctx32k", "cell_id": "vps50:llamacpp:gemma-4-26b-a4b-it-q4km-cpu-ctx32k", "n_calls": 2, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "memory_mb": null, "watts_avg": null, "notes": null } ], "cells": [ { "cell_id": "vps50:llamacpp:phi-4", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null }, { "cell_id": "vps50:llamacpp:gemma-4-26b-a4b", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null }, { "cell_id": "vps50:llamacpp:qwen3-30b-a3b", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null }, { "cell_id": "vps50:llamacpp:qwen2.5-72b", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null }, { "cell_id": "vps50:llamacpp:gemma-4-26b-a4b-it-q4km-cpu-ctx32k", "n_calls": 2, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null } ], "n_calls_total": 2, "n_errors_total": 0, "chart_spec": { "kind": "line", "x": "param_value", "y": "tokens_per_sec_mean", "series": [ "phi-4", "gemma-4-26b-a4b", "qwen3-30b-a3b", "qwen2.5-72b", "gemma-4-26b-a4b-it-q4km-cpu-ctx32k" ], "data_url": "/data/91751afd-068a-477b-8f40-6e1963f803f1/run.jsonl" }, "site_grade": "standard", "site_grade_reason": null, "raw_data_urls": { "jsonl": "/data/91751afd-068a-477b-8f40-6e1963f803f1/run.jsonl", "log": "/data/91751afd-068a-477b-8f40-6e1963f803f1/run.log", "md": null, "metadata": "/data/91751afd-068a-477b-8f40-6e1963f803f1/metadata.json", "gitea_dir": "https://git.weeyuga.com/slobodanmargetic988/weeyuga-benchmarks-public/src/branch/main/runs/91751afd-068a-477b-8f40-6e1963f803f1/" }, "synthesis_doc": "A3B_AND_CPU_OVERNIGHT_2026-05-05.md", "synthesis_docs_all": [ "A3B_AND_CPU_OVERNIGHT_2026-05-05.md" ], "related_ids": [], "status": "complete", "visibility": "draft", "cells_full": [ { "cell_id": "vps50:llamacpp:phi-4", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "calls": [] }, { "cell_id": "vps50:llamacpp:gemma-4-26b-a4b", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "calls": [] }, { "cell_id": "vps50:llamacpp:qwen3-30b-a3b", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "calls": [] }, { "cell_id": "vps50:llamacpp:qwen2.5-72b", "n_calls": 0, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "calls": [] }, { "cell_id": "vps50:llamacpp:gemma-4-26b-a4b-it-q4km-cpu-ctx32k", "n_calls": 2, "n_errors": 0, "duration_ms_mean": null, "duration_ms_p50": null, "duration_ms_p95": null, "tokens_per_sec_mean": null, "tokens_per_sec_p50": null, "tokens_per_sec_p95": null, "tokens_per_sec_max": null, "calls": [ { "type": "ram_snapshot", "model_key": "gemma-4-26b-a4b", "cell_id": "vps50:llamacpp:gemma-4-26b-a4b-it-q4km-cpu-ctx32k", "raw": "total used free shared buff/cache available\nMem: 64301 20415 19503 37 25287 43885\nSwap: 0 0 0" }, { "type": "llama_bench", "model_key": "gemma-4-26b-a4b", "cell_id": "vps50:llamacpp:gemma-4-26b-a4b-it-q4km-cpu-ctx32k", "raw": "| model | size | params | backend | threads | test | t/s |\n| ------------------------------ | ---------: | ---------: | ---------- | ------: | --------------: | -------------------: |\n| gemma4 26B.A4B Q4_K - Medium | 15.77 GiB | 25.23 B | CPU | 16 | pp256 | 0.86 \u00b1 0.13 |" } ] } ], "meta_record": { "type": "meta", "benchmark_run_id": "91751afd-068a-477b-8f40-6e1963f803f1", "harness_version": "vps50-cpu-matrix-1", "started_at_utc": "2026-05-05T10:23:13Z", "host": "Slobodans-MacBook-Air.local", "node": "vps50", "engine": "llamacpp", "predator_target_url": "http://81.17.99.14:11436", "node_specs": { "cpu": "AMD EPYC 16 vCPUs", "ram_gb": 62, "free_ram_gb": 57, "gpu": "none" }, "purpose": "Sloba 2026-05-05 ask: bench VPS50 CPU box with the established llama.cpp config; primarily 30B-A3B + 70B-tier Qwen + bigger Gemma-4 + a 'Chinchilla smaller' (Phi-4 14B as proxy)", "models": [ "phi-4", "gemma-4-26b-a4b", "qwen3-30b-a3b", "qwen2.5-72b" ] }, "packaged_at": "2026-05-06T08:04:27Z" }