379 lines
11 KiB
JSON
379 lines
11 KiB
JSON
{
|
|
"id": "cef4b219-6b65-4740-8c3b-5b68aa10cf3f",
|
|
"title": "vps50-cpu-matrix-1 \u2014 gemma/phi/qwen2.5/qwen3 on vps50",
|
|
"date": "2026-05-05",
|
|
"started_at": "2026-05-05T07:00:10Z",
|
|
"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"
|
|
],
|
|
"task_kind": "param-sweep",
|
|
"tags": [
|
|
"a3b",
|
|
"cpu",
|
|
"gemma",
|
|
"matrix",
|
|
"qwen2.5",
|
|
"qwen3",
|
|
"vps50"
|
|
],
|
|
"headline": "6 calls across 5 cell(s); ~0.0 tok/s mean; p50 527.8s",
|
|
"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": "phi-4-q4km-cpu-ctx32k",
|
|
"cell_id": "vps50:llamacpp:phi-4-q4km-cpu-ctx32k",
|
|
"n_calls": 6,
|
|
"n_errors": 0,
|
|
"duration_ms_mean": 548939.5,
|
|
"duration_ms_p50": 527802.5,
|
|
"duration_ms_p95": 614865.75,
|
|
"tokens_per_sec_mean": 0.02,
|
|
"tokens_per_sec_p50": 0.02,
|
|
"tokens_per_sec_p95": 0.02,
|
|
"tokens_per_sec_max": 0.02,
|
|
"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:phi-4-q4km-cpu-ctx32k",
|
|
"n_calls": 6,
|
|
"n_errors": 0,
|
|
"duration_ms_mean": 548939.5,
|
|
"duration_ms_p50": 527802.5,
|
|
"duration_ms_p95": 614865.75,
|
|
"tokens_per_sec_mean": 0.02,
|
|
"tokens_per_sec_p50": 0.02,
|
|
"tokens_per_sec_p95": 0.02,
|
|
"tokens_per_sec_max": 0.02
|
|
}
|
|
],
|
|
"n_calls_total": 6,
|
|
"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",
|
|
"phi-4-q4km-cpu-ctx32k"
|
|
],
|
|
"data_url": "/data/cef4b219-6b65-4740-8c3b-5b68aa10cf3f/run.jsonl"
|
|
},
|
|
"site_grade": "standard",
|
|
"site_grade_reason": null,
|
|
"raw_data_urls": {
|
|
"jsonl": "/data/cef4b219-6b65-4740-8c3b-5b68aa10cf3f/run.jsonl",
|
|
"log": "/data/cef4b219-6b65-4740-8c3b-5b68aa10cf3f/run.log",
|
|
"md": null,
|
|
"metadata": "/data/cef4b219-6b65-4740-8c3b-5b68aa10cf3f/metadata.json",
|
|
"gitea_dir": "https://git.weeyuga.com/slobodanmargetic988/weeyuga-benchmarks-public/src/branch/main/runs/cef4b219-6b65-4740-8c3b-5b68aa10cf3f/"
|
|
},
|
|
"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:phi-4-q4km-cpu-ctx32k",
|
|
"n_calls": 6,
|
|
"n_errors": 0,
|
|
"duration_ms_mean": 548939.5,
|
|
"duration_ms_p50": 527802.5,
|
|
"duration_ms_p95": 614865.75,
|
|
"tokens_per_sec_mean": 0.02,
|
|
"tokens_per_sec_p50": 0.02,
|
|
"tokens_per_sec_p95": 0.02,
|
|
"tokens_per_sec_max": 0.02,
|
|
"calls": [
|
|
{
|
|
"type": "ram_snapshot",
|
|
"model_key": "phi-4",
|
|
"cell_id": "vps50:llamacpp:phi-4-q4km-cpu-ctx32k",
|
|
"raw": "total used free shared buff/cache available\nMem: 64301 16874 39162 37 9153 47426\nSwap: 0 0 0"
|
|
},
|
|
{
|
|
"type": "llama_bench",
|
|
"model_key": "phi-4",
|
|
"cell_id": "vps50:llamacpp:phi-4-q4km-cpu-ctx32k",
|
|
"raw": "| model | size | params | backend | threads | test | t/s |\n| ------------------------------ | ---------: | ---------: | ---------- | ------: | --------------: | -------------------: |\n| llama 13B Q4_K - Medium | 8.28 GiB | 14.66 B | CPU | 16 | pp256 | 0.89 \u00b1 0.13 |"
|
|
},
|
|
{
|
|
"type": "call",
|
|
"cell_id": "vps50:llamacpp:phi-4-q4km-cpu-ctx32k",
|
|
"model_key": "phi-4",
|
|
"prompt_id": "hello",
|
|
"run_idx": 0,
|
|
"phase": "cold",
|
|
"total_duration_ms": 540002,
|
|
"prompt_tokens": 8,
|
|
"completion_tokens": 10,
|
|
"tokens_per_sec": 0.01851844993166692,
|
|
"finish_reason": "stop",
|
|
"reasoning_chars": 0,
|
|
"content_chars": 34,
|
|
"error": null
|
|
},
|
|
{
|
|
"type": "call",
|
|
"cell_id": "vps50:llamacpp:phi-4-q4km-cpu-ctx32k",
|
|
"model_key": "phi-4",
|
|
"prompt_id": "hello",
|
|
"run_idx": 1,
|
|
"phase": "warm",
|
|
"total_duration_ms": 628077,
|
|
"prompt_tokens": 8,
|
|
"completion_tokens": 10,
|
|
"tokens_per_sec": 0.015921614706477072,
|
|
"finish_reason": "stop",
|
|
"reasoning_chars": 0,
|
|
"content_chars": 34,
|
|
"error": null
|
|
},
|
|
{
|
|
"type": "call",
|
|
"cell_id": "vps50:llamacpp:phi-4-q4km-cpu-ctx32k",
|
|
"model_key": "phi-4",
|
|
"prompt_id": "hello",
|
|
"run_idx": 2,
|
|
"phase": "warm",
|
|
"total_duration_ms": 512076,
|
|
"prompt_tokens": 8,
|
|
"completion_tokens": 10,
|
|
"tokens_per_sec": 0.01952835126035979,
|
|
"finish_reason": "stop",
|
|
"reasoning_chars": 0,
|
|
"content_chars": 34,
|
|
"error": null
|
|
},
|
|
{
|
|
"type": "call",
|
|
"cell_id": "vps50:llamacpp:phi-4-q4km-cpu-ctx32k",
|
|
"model_key": "phi-4",
|
|
"prompt_id": "hello",
|
|
"run_idx": 3,
|
|
"phase": "warm",
|
|
"total_duration_ms": 515603,
|
|
"prompt_tokens": 8,
|
|
"completion_tokens": 10,
|
|
"tokens_per_sec": 0.019394766903993967,
|
|
"finish_reason": "stop",
|
|
"reasoning_chars": 0,
|
|
"content_chars": 34,
|
|
"error": null
|
|
}
|
|
]
|
|
}
|
|
],
|
|
"meta_record": {
|
|
"type": "meta",
|
|
"benchmark_run_id": "cef4b219-6b65-4740-8c3b-5b68aa10cf3f",
|
|
"harness_version": "vps50-cpu-matrix-1",
|
|
"started_at_utc": "2026-05-05T07:00:10Z",
|
|
"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"
|
|
}
|