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mlx-community
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embeddinggemma-2-8bit

Feature Extraction
MLX
Safetensors
multilingual
embedding_gemma2
mlx-vlm
embedding
sentence-similarity
multimodal
image-feature-extraction
audio-feature-extraction
video-feature-extraction
8-bit precision
Model card Files
xet
 Community
embeddinggemma-2-8bit
File size: 2,417 Bytes
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{
  "source_model": "google/embeddinggemma-2",
  "source_revision": "914f7f89142e33e77833254d9c9b90c3cef7303b",
  "mlx_vlm_revision": "3d87e88402f307efbf68e568971aa887ee7d9ed0",
  "variant": "8bit",
  "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": 1234238431,
  "cases": {
    "audio": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9998035070404524,
      "maximum_absolute_error_vs_torch_fp32": 0.002476184321109907,
      "minimum_cosine_vs_source_bf16": 0.9997744741131873,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9998247233031456
    },
    "image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9998904477000761,
      "maximum_absolute_error_vs_torch_fp32": 0.0019366481302732774,
      "minimum_cosine_vs_source_bf16": 0.9999318244275229,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9998950619484888
    },
    "text": {
      "shape": [
        6,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9998142728897385,
      "maximum_absolute_error_vs_torch_fp32": 0.0022990193383245483,
      "minimum_cosine_vs_source_bf16": 0.9997514709446282,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9998170484369469,
      "retrieval_scores_venus_mars": [
        0.678564727306366,
        0.8342599868774414
      ]
    },
    "text_image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9998230728231623,
      "maximum_absolute_error_vs_torch_fp32": 0.002104893632396264,
      "minimum_cosine_vs_source_bf16": 0.999874734632146,
      "minimum_truncated_cosine_vs_torch_fp32": 0.999830769497079
    },
    "video": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9998359946491495,
      "maximum_absolute_error_vs_torch_fp32": 0.0021304845535331423,
      "minimum_cosine_vs_source_bf16": 0.9998825464984411,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9998420387979006
    }
  }
}