_data/architectures/distilbert-sequence-classification.json

{
    "model_type": "distilbert",
    "architectures": [
        "DistilBertForSequenceClassification"
    ],
    "pre_weights": [
        {
            "name": "distilbert.embeddings.position_embeddings.weight"
        },
        {
            "name": "distilbert.embeddings.word_embeddings.weight",
            "is_embed": true
        },
        {
            "name": "distilbert.embeddings.LayerNorm.bias",
            "aliases": [
                "distilbert.embeddings.LayerNorm.beta"
            ]
        },
        {
            "name": "distilbert.embeddings.LayerNorm.weight",
            "aliases": [
                "distilbert.embeddings.LayerNorm.gamma"
            ]
        }
    ],
    "post_weights": [
        {
            "name": "classifier.bias"
        },
        {
            "name": "classifier.weight"
        },
        {
            "name": "pre_classifier.bias"
        },
        {
            "name": "pre_classifier.weight"
        }
    ],
    "num_layers_config_key": "num_hidden_layers",
    "layer_templates": {
        "weights": [
            {
                "name": "distilbert.transformer.layer.${layer_index}.attention.k_lin.weight"
            },
            {
                "name": "distilbert.transformer.layer.${layer_index}.attention.k_lin.bias"
            },
            {
                "name": "distilbert.transformer.layer.${layer_index}.attention.q_lin.weight"
            },
            {
                "name": "distilbert.transformer.layer.${layer_index}.attention.q_lin.bias"
            },
            {
                "name": "distilbert.transformer.layer.${layer_index}.attention.v_lin.weight"
            },
            {
                "name": "distilbert.transformer.layer.${layer_index}.attention.v_lin.bias"
            },
            {
                "name": "distilbert.transformer.layer.${layer_index}.attention.out_lin.weight"
            },
            {
                "name": "distilbert.transformer.layer.${layer_index}.attention.out_lin.bias"
            },
            {
                "name": "distilbert.transformer.layer.${layer_index}.sa_layer_norm.bias"
            },
            {
                "name": "distilbert.transformer.layer.${layer_index}.sa_layer_norm.weight"
            },
            {
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            },
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            },
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            },
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                "name": "distilbert.transformer.layer.${layer_index}.ffn.lin2.bias"
            },
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                "name": "distilbert.transformer.layer.${layer_index}.output_layer_norm.weight"
            }
        ]
    }
}