Liquid AI
Liquid AI

LFM2-350M-Math benchmark on an Apple's logo.M4 · 32 GB

<- Runs

Prompt tokens

40,960

Generation tokens

10,240

Trials passed

10/10

Verified

211.9 tok/s

2,664.0 tok/s

Peak memory

0.50/32 GB

Runs great

Trials

Decode / Prefill Speeds

Metadata

metadata.json
{
"runId": "run_167557c6-89a6-4fa8-a809-420e82f0443d",
"bundleId": "llamacpp-lfm2-350m-math-q4_k_m.gguf-2efa86",
"status": "verified",
"promptTokens": 40960,
"completionTokens": 10240,
"contextLength": 5120,
"harness": {
"version": "0.1.21",
"gitSha": "f68adca"
},
"runtime": {
"name": "llama.cpp",
"version": "b8680",
"buildFlags": "metal"
},
"model": {
"displayName": "LFM2-350M-Math",
"format": "gguf",
"quant": "q4_k_m",
"architecture": "lfm2",
"source": "LiquidAI/LFM2-350M-Math-GGUF:LFM2-350M-Math-Q4_K_M.gguf",
"fileSizeBytes": 229310176,
"lab": {
"name": "Liquid AI",
"slug": "liquid"
},
"quantizedBy": {
"name": "Liquid AI",
"slug": "liquid"
}
},
"device": {
"cpu": "Apple M4",
"cpuCores": 10,
"gpu": "Apple M4",
"gpuCores": 10,
"gpuCount": 1,
"ramGb": 32,
"osName": "macOS",
"osVersion": "15.7.4"
},
"decodeTpsMean": 211.9,
"prefillTpsMean": 2664,
"ttftP50Ms": 1543.69,
"idleTpsMean": 505.5,
"peakRssMb": 513.7,
"trialsPassed": 10,
"trialsTotal": 10,
"runnabilityScore": 0.9598813371930804,
"bundleSha256": "3f8bfd34cb16215188d76e624bbe4d26f69fbea6dbc6434e74021c0b368f90ac",
"createdAt": "2026-04-17T17:13:32.869Z"
}