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mlx-community
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embeddinggemma-2-6bit

Feature Extraction
MLX
Safetensors
multilingual
embedding_gemma2
mlx-vlm
embedding
sentence-similarity
multimodal
image-feature-extraction
audio-feature-extraction
video-feature-extraction
6-bit
Model card Files
xet
 Community
embeddinggemma-2-6bit
File size: 2,416 Bytes
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{
  "source_model": "google/embeddinggemma-2",
  "source_revision": "914f7f89142e33e77833254d9c9b90c3cef7303b",
  "mlx_vlm_revision": "3d87e88402f307efbf68e568971aa887ee7d9ed0",
  "variant": "6bit",
  "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": 1166310022,
  "cases": {
    "audio": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9982772233943196,
      "maximum_absolute_error_vs_torch_fp32": 0.007221069510830777,
      "minimum_cosine_vs_source_bf16": 0.9981821675630772,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9983461952682761
    },
    "image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9993743690383678,
      "maximum_absolute_error_vs_torch_fp32": 0.004241365532904038,
      "minimum_cosine_vs_source_bf16": 0.9993957962541856,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9994065378612977
    },
    "text": {
      "shape": [
        6,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9977411879497886,
      "maximum_absolute_error_vs_torch_fp32": 0.007285331596921737,
      "minimum_cosine_vs_source_bf16": 0.9978213717051512,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9978704412499004,
      "retrieval_scores_venus_mars": [
        0.677201509475708,
        0.8396952152252197
      ]
    },
    "text_image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9987029577402078,
      "maximum_absolute_error_vs_torch_fp32": 0.007021004022041449,
      "minimum_cosine_vs_source_bf16": 0.9987498685307801,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9987552275220689
    },
    "video": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9989877758071022,
      "maximum_absolute_error_vs_torch_fp32": 0.0052427304526217675,
      "minimum_cosine_vs_source_bf16": 0.999101305340603,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9990469201243957
    }
  }
}