Liquid AI
Liquid AI

LFM2-350M benchmark on an Apple's logo.M1 Max · 64 GB

<- Runs

Prompt tokens

40,960

Generation tokens

10,240

Trials passed

10/10

Verified

400.5 tok/s

9,083.0 tok/s

Peak memory

0.76/64 GB

Runs great

Trials

Decode / Prefill Speeds

Metadata

metadata.json
{
"runId": "run_4db3f4c0-b618-4ea1-8c8f-8632b958f439",
"bundleId": "llamacpp-lfm2-350m-q4_k_m.gguf-66a9ab",
"status": "verified",
"promptTokens": 40960,
"completionTokens": 10240,
"contextLength": 5120,
"harness": {
"version": "0.1.21",
"gitSha": "753787f"
},
"runtime": {
"name": "llama.cpp",
"version": "b8640",
"buildFlags": "metal"
},
"model": {
"displayName": "LFM2-350M",
"format": "gguf",
"quant": "q4_k_m",
"architecture": "lfm2",
"source": "LiquidAI/LFM2-350M-GGUF:LFM2-350M-Q4_K_M.gguf",
"fileSizeBytes": 229309376,
"lab": {
"name": "Liquid AI",
"slug": "liquid"
},
"quantizedBy": {
"name": "Liquid AI",
"slug": "liquid"
}
},
"device": {
"cpu": "Apple M1 Max",
"cpuCores": 10,
"gpu": "Apple M1 Max",
"gpuCores": 32,
"gpuCount": 1,
"ramGb": 64,
"osName": "macOS",
"osVersion": "15.6.1"
},
"decodeTpsMean": 400.5,
"prefillTpsMean": 9083,
"ttftP50Ms": 441.1,
"idleTpsMean": 727.3,
"peakRssMb": 775.9,
"trialsPassed": 10,
"trialsTotal": 10,
"runnabilityScore": 0.994926016671317,
"bundleSha256": "7158c7377935272093480ba3780fc2bffcff1c6679d72433f4917c9f7e4243ff",
"createdAt": "2026-04-14T16:28:09.992Z"
}