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mlx-community
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embeddinggemma-2-bf16

Feature Extraction
MLX
Safetensors
multilingual
embedding_gemma2
mlx-vlm
embedding
sentence-similarity
multimodal
image-feature-extraction
audio-feature-extraction
video-feature-extraction
Model card Files
xet
 Community
embeddinggemma-2-bf16
File size: 2,598 Bytes
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{
  "source_model": "google/embeddinggemma-2",
  "source_revision": "914f7f89142e33e77833254d9c9b90c3cef7303b",
  "mlx_vlm_revision": "3d87e88402f307efbf68e568971aa887ee7d9ed0",
  "variant": "bf16",
  "hardware": "Apple M3 Ultra",
  "mlx_version": "0.32.3",
  "transformers_version": "5.18.0.dev0",
  "validation_scope": "Six multilingual text inputs and synthetic image, audio, two-frame video, and text+image; numerical smoke checks, not a retrieval benchmark.",
  "tensor_count": 1376,
  "tensor_dtypes": [
    "BF16"
  ],
  "weight_bytes": 1488914930,
  "cases": {
    "audio": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9999469530459295,
      "maximum_absolute_error_vs_torch_fp32": 0.0012578400660175314,
      "minimum_cosine_vs_source_bf16": 1.0000000000000002,
      "minimum_truncated_cosine_vs_torch_fp32": 0.999949991961834,
      "bit_identical_to_source_bf16": true
    },
    "image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9999538918775841,
      "maximum_absolute_error_vs_torch_fp32": 0.001134838495517842,
      "minimum_cosine_vs_source_bf16": 1.0000000000000002,
      "minimum_truncated_cosine_vs_torch_fp32": 0.999955921952359,
      "bit_identical_to_source_bf16": true
    },
    "text": {
      "shape": [
        6,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9999371785819806,
      "maximum_absolute_error_vs_torch_fp32": 0.0014684630640885471,
      "minimum_cosine_vs_source_bf16": 1.0,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9999395054380499,
      "bit_identical_to_source_bf16": true,
      "retrieval_scores_venus_mars": [
        0.6774646639823914,
        0.8348115086555481
      ]
    },
    "text_image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9999051411129661,
      "maximum_absolute_error_vs_torch_fp32": 0.0018641552341061365,
      "minimum_cosine_vs_source_bf16": 1.0000000000000004,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9999094392794228,
      "bit_identical_to_source_bf16": true
    },
    "video": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9999002035102345,
      "maximum_absolute_error_vs_torch_fp32": 0.0016884156983105539,
      "minimum_cosine_vs_source_bf16": 1.0,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9999016834128542,
      "bit_identical_to_source_bf16": true
    }
  }
}