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mlx-community
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embeddinggemma-2-5bit

Feature Extraction
MLX
Safetensors
multilingual
embedding_gemma2
mlx-vlm
embedding
sentence-similarity
multimodal
image-feature-extraction
audio-feature-extraction
video-feature-extraction
5-bit
Model card Files
xet
 Community
embeddinggemma-2-5bit
File size: 2,414 Bytes
261866f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "source_model": "google/embeddinggemma-2",
  "source_revision": "914f7f89142e33e77833254d9c9b90c3cef7303b",
  "mlx_vlm_revision": "3d87e88402f307efbf68e568971aa887ee7d9ed0",
  "variant": "5bit",
  "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": 1816,
  "tensor_dtypes": [
    "BF16",
    "U32"
  ],
  "weight_bytes": 1132345990,
  "cases": {
    "audio": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9924939810290242,
      "maximum_absolute_error_vs_torch_fp32": 0.012260988582341231,
      "minimum_cosine_vs_source_bf16": 0.9924979822554912,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9930662702623838
    },
    "image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9973338720511176,
      "maximum_absolute_error_vs_torch_fp32": 0.007859400252991266,
      "minimum_cosine_vs_source_bf16": 0.997414237865403,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9974431170381493
    },
    "text": {
      "shape": [
        6,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9927592110090616,
      "maximum_absolute_error_vs_torch_fp32": 0.01339022872619338,
      "minimum_cosine_vs_source_bf16": 0.9927331920745692,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9932271189043005,
      "retrieval_scores_venus_mars": [
        0.6715891361236572,
        0.8283919095993042
      ]
    },
    "text_image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9963339983978767,
      "maximum_absolute_error_vs_torch_fp32": 0.009012166427111622,
      "minimum_cosine_vs_source_bf16": 0.9963695384281007,
      "minimum_truncated_cosine_vs_torch_fp32": 0.996486007046607
    },
    "video": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9967272726805344,
      "maximum_absolute_error_vs_torch_fp32": 0.009255975001225752,
      "minimum_cosine_vs_source_bf16": 0.9968479480067542,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9967620682846028
    }
  }
}