Machine-capturedpublished

Lyra Vision 6B document extraction on M3 Max

Machine-captured MLX Run with source examples attached.

Lyra Vision 6B @chen Jul 19, 2026

Manifest JSON Reproduce this Run

Speed

24.1 tok/s

Time to first token

729 ms

Peak memory

7.4 GB

Field extraction F1

81.5

Useful

1 reproductions

Reproduction command

Use the exact revision and inspect the manifest before execution.

modelverse run --model hf:vision-coop/lyra-vision-6b@0aa321f --runtime mlx

Environment and configuration

The comparison context that makes the result interpretable.

Hardware

MachineApple M3 Max · 64 GB

CPUApple M3 Max

AcceleratorApple integrated GPU

VRAM64 GB

System memory64 GB

Operating systemmacOS 16

Architecturearm64

Compute APIMetal

Configuration

RuntimeMLX 0.29.2

Model revision0aa321f

QuantizationQ4_K_M

Context length8192

Temperature0

Seed42

Batch size1

Portable Run manifest

Version 1.0 of the Apache-2.0 licensed Modelverse Run schema.

{
  "schemaVersion": "1.0",
  "id": "run_lyra_m3max",
  "createdAt": "2026-07-19T08:30:00.000Z",
  "model": {
    "provider": "huggingface",
    "repository": "vision-coop/lyra-vision-6b",
    "revision": "0aa321f",
    "quantization": "Q4_K_M",
    "licenseSnapshot": "Research Community License"
  },
  "runtime": {
    "name": "MLX",
    "version": "0.29.2",
    "command": "modelverse run --model hf:vision-coop/lyra-vision-6b@0aa321f --runtime mlx"
  },
  "hardware": {
    "os": "macOS 16",
    "architecture": "arm64",
    "cpu": "Apple M3 Max",
    "systemMemoryMb": 65536,
    "accelerators": [
      {
        "vendor": "Apple",
        "model": "Apple integrated GPU",
        "count": 1,
        "memoryMb": 65536,
        "computeApi": "metal"
      }
    ]
  },
  "task": {
    "type": "document-extraction",
    "evaluationSuite": "community-document-layout-v1",
    "datasetRevision": "be76241"
  },
  "configuration": {
    "contextLength": 8192,
    "maxGeneratedTokens": 1024,
    "temperature": 0,
    "seed": 42,
    "batchSize": 1,
    "quantization": "Q4_K_M"
  },
  "metrics": {
    "timeToFirstTokenMs": 729,
    "tokensPerSecond": 24.1,
    "peakMemoryMb": 7577.6,
    "modelLoadTimeMs": 3900,
    "scores": {
      "Field extraction F1": 81.5
    }
  },
  "evidence": {
    "machineCaptured": true,
    "redactionsApplied": [],
    "artifactUrls": []
  }
}

Notes and interpretation

Research-only license: suitability does not imply commercial-use permission.

Evaluation suite

community-document-layout-v1

dataset revision be76241

Environment and configuration

The comparison context that makes the result interpretable.

Hardware

MachineApple M3 Max · 64 GB

CPUApple M3 Max

AcceleratorApple integrated GPU

VRAM64 GB

System memory64 GB

Operating systemmacOS 16

Architecturearm64

Compute APIMetal

Configuration

RuntimeMLX 0.29.2

Model revision0aa321f

QuantizationQ4_K_M

Context length8192

Temperature0

Seed42

Batch size1

{ "schemaVersion": "1.0", "id": "run_lyra_m3max", "createdAt": "2026-07-19T08:30:00.000Z", "model": { "provider": "huggingface", "repository": "vision-coop/lyra-vision-6b", "revision": "0aa321f", "quantization": "Q4_K_M", "licenseSnapshot": "Research Community License" }, "runtime": { "name": "MLX", "version": "0.29.2", "command": "modelverse run --model hf:vision-coop/lyra-vision-6b@0aa321f --runtime mlx" }, "hardware": { "os": "macOS 16", "architecture": "arm64", "cpu": "Apple M3 Max", "systemMemoryMb": 65536, "accelerators": [ { "vendor": "Apple", "model": "Apple integrated GPU", "count": 1, "memoryMb": 65536, "computeApi": "metal" } ] }, "task": { "type": "document-extraction", "evaluationSuite": "community-document-layout-v1", "datasetRevision": "be76241" }, "configuration": { "contextLength": 8192, "maxGeneratedTokens": 1024, "temperature": 0, "seed": 42, "batchSize": 1, "quantization": "Q4_K_M" }, "metrics": { "timeToFirstTokenMs": 729, "tokensPerSecond": 24.1, "peakMemoryMb": 7577.6, "modelLoadTimeMs": 3900, "scores": { "Field extraction F1": 81.5 } }, "evidence": { "machineCaptured": true, "redactionsApplied": [], "artifactUrls": [] } }