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embeddinggemma-2-text-8bit

Sentence Similarity
MLX
Safetensors
embedding_gemma2
embeddings
text-embeddings
8-bit precision
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embeddinggemma-2-text-8bit
File size: 2,253 Bytes
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{
  "architectures": [
    "EmbeddingGemma2Model"
  ],
  "dtype": "bfloat16",
  "initializer_range": 0.02,
  "model_type": "embedding_gemma2",
  "quantization": {
    "bits": 8,
    "group_size": 64,
    "mode": "affine"
  },
  "quantization_config": {
    "bits": 8,
    "group_size": 64,
    "mode": "affine"
  },
  "text_config": {
    "attention_bias": false,
    "attention_dropout": 0.0,
    "bos_token_id": 2,
    "dtype": "bfloat16",
    "embedding_dim": 768,
    "eos_token_id": 1,
    "head_dim": 256,
    "hidden_activation": "gelu_pytorch_tanh",
    "hidden_size": 512,
    "hidden_size_per_layer_input": 512,
    "initializer_range": 0.02,
    "intermediate_size": 2048,
    "layer_types": [
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "sliding_attention",
      "full_attention"
    ],
    "max_position_embeddings": 262144,
    "model_type": "embedding_gemma2_text",
    "num_attention_heads": 4,
    "num_hidden_layers": 24,
    "num_key_value_heads": 2,
    "pad_token_id": 0,
    "per_layer_config": {
      "05": {
        "head_dim": 512,
        "num_key_value_heads": 1
      },
      "11": {
        "head_dim": 512,
        "num_key_value_heads": 1
      },
      "17": {
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        "num_key_value_heads": 1
      },
      "23": {
        "head_dim": 512,
        "num_key_value_heads": 1
      }
    },
    "rms_norm_eps": 1e-06,
    "rope_parameters": {
      "full_attention": {
        "rope_theta": 1000000.0,
        "rope_type": "default"
      },
      "sliding_attention": {
        "rope_theta": 10000.0,
        "rope_type": "default"
      }
    },
    "sliding_window": 512,
    "vocab_size": 262144
  },
  "transformers_version": "5.18.0.dev0"
}