Liquid AI
Liquid AI

LFM2.5-350M benchmark on an Apple's logo.M4 Pro · 24 GB

<- Runs

Prompt tokens

40,960

Generation tokens

10,240

Trials passed

10/10

Pending

370.4 tok/s

8,613.4 tok/s

Peak memory

0.50/24 GB

Runs great

Trials

Decode / Prefill Speeds

Metadata

metadata.json
{
"runId": "run_0abd9812-4f22-48a1-a32b-017a9bf9908c",
"bundleId": "llamacpp-lfm2.5-350m-q8_0.gguf-2819d0",
"status": "pending",
"promptTokens": 40960,
"completionTokens": 10240,
"contextLength": 5120,
"harness": {
"version": "0.1.21",
"gitSha": "2899067"
},
"runtime": {
"name": "llama.cpp",
"version": "b9260",
"buildFlags": "metal"
},
"model": {
"displayName": "LFM2.5-350M",
"format": "gguf",
"quant": "q8_0",
"architecture": "lfm2",
"source": "LiquidAI/LFM2.5-350M-GGUF:LFM2.5-350M-Q8_0.gguf",
"fileSizeBytes": 379217632,
"lab": {
"name": "Liquid AI",
"slug": "liquid"
},
"quantizedBy": {
"name": "Liquid AI",
"slug": "liquid"
}
},
"device": {
"cpu": "Apple M4 Pro",
"cpuCores": 14,
"gpu": "Apple M4 Pro",
"gpuCores": 20,
"gpuCount": 1,
"ramGb": 24,
"osName": "macOS",
"osVersion": "26.5"
},
"decodeTpsMean": 370.4,
"prefillTpsMean": 8613.4,
"ttftP50Ms": 475.9,
"idleTpsMean": 282.3,
"peakRssMb": 515.5,
"trialsPassed": 10,
"trialsTotal": 10,
"runnabilityScore": 0.9910103934151785,
"bundleSha256": "7386de496e985095a48bbbe0ab8f71817142fdc47991630d0600f5ed8a74b2f3",
"createdAt": "2026-05-29T12:15:12.453Z"
}