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mlx-community
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embeddinggemma-2-4bit

Feature Extraction
MLX
Safetensors
multilingual
embedding_gemma2
mlx-vlm
embedding
sentence-similarity
multimodal
image-feature-extraction
audio-feature-extraction
video-feature-extraction
4-bit precision
Model card Files
xet
 Community
embeddinggemma-2-4bit
File size: 2,413 Bytes
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{
  "source_model": "google/embeddinggemma-2",
  "source_revision": "914f7f89142e33e77833254d9c9b90c3cef7303b",
  "mlx_vlm_revision": "3d87e88402f307efbf68e568971aa887ee7d9ed0",
  "variant": "4bit",
  "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": 1098381958,
  "cases": {
    "audio": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9744351326382886,
      "maximum_absolute_error_vs_torch_fp32": 0.03714944629709238,
      "minimum_cosine_vs_source_bf16": 0.9745487588365271,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9755004802420051
    },
    "image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9903859935386443,
      "maximum_absolute_error_vs_torch_fp32": 0.016958792220801044,
      "minimum_cosine_vs_source_bf16": 0.9904275597536485,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9908756584718292
    },
    "text": {
      "shape": [
        6,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9808765992496479,
      "maximum_absolute_error_vs_torch_fp32": 0.022356300154592085,
      "minimum_cosine_vs_source_bf16": 0.9812440662582766,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9822185364113407,
      "retrieval_scores_venus_mars": [
        0.675256609916687,
        0.8269824981689453
      ]
    },
    "text_image": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.9864358647643854,
      "maximum_absolute_error_vs_torch_fp32": 0.019337336771483207,
      "minimum_cosine_vs_source_bf16": 0.9864374751342606,
      "minimum_truncated_cosine_vs_torch_fp32": 0.986872206893313
    },
    "video": {
      "shape": [
        1,
        768
      ],
      "finite": true,
      "minimum_cosine_vs_torch_fp32": 0.986145886202646,
      "maximum_absolute_error_vs_torch_fp32": 0.021159542036788805,
      "minimum_cosine_vs_source_bf16": 0.9861580254276772,
      "minimum_truncated_cosine_vs_torch_fp32": 0.9863870540059549
    }
  }
}