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tiny-random-FlavaModel

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tiny-random-FlavaModel
File size: 2,217 Bytes
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{
  "architectures": [
    "FlavaModel"
  ],
  "ce_ignore_index": -100,
  "dtype": "float32",
  "global_backprop_contrastive": true,
  "global_contrastive_weight": 1.0,
  "hidden_size": 32,
  "image_codebook_config": {
    "freeze": true,
    "hidden_size": 32,
    "initializer_range": 0.02,
    "input_channels": 3,
    "model_type": "",
    "num_blocks_per_group": 2,
    "num_groups": 2,
    "vocab_size": 99
  },
  "image_config": {
    "attention_probs_dropout_prob": 0.0,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.0,
    "hidden_size": 32,
    "image_size": 30,
    "initializer_range": 0.02,
    "intermediate_size": 37,
    "layer_norm_eps": 1e-12,
    "mask_token": true,
    "model_type": "flava_image_model",
    "num_attention_heads": 4,
    "num_channels": 3,
    "num_hidden_layers": 2,
    "patch_size": 2,
    "qkv_bias": true,
    "vocab_size": 99
  },
  "init_codebook": true,
  "initializer_factor": 1.0,
  "initializer_range": 0.02,
  "itm_weight": 1.0,
  "layer_norm_eps": 1e-12,
  "logit_scale_init_value": 2.6592,
  "mim_weight": 1.0,
  "mlm_weight": 1.0,
  "mmm_image_weight": 1.0,
  "mmm_text_weight": 1.0,
  "model_type": "flava",
  "multimodal_config": {
    "attention_probs_dropout_prob": 0.0,
    "ce_ignore_index": -100,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.0,
    "hidden_size": 32,
    "initializer_range": 0.02,
    "intermediate_size": 37,
    "layer_norm_eps": 1e-12,
    "model_type": "flava_multimodal_model",
    "num_attention_heads": 4,
    "num_hidden_layers": 2,
    "qkv_bias": true,
    "use_cls_token": true
  },
  "projection_dim": 32,
  "return_loss": true,
  "skip_unmasked_multimodal_encoder": true,
  "text_config": {
    "attention_probs_dropout_prob": 0.0,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.0,
    "hidden_size": 32,
    "initializer_range": 0.02,
    "intermediate_size": 37,
    "layer_norm_eps": 1e-12,
    "max_position_embeddings": 512,
    "model_type": "flava_text_model",
    "num_attention_heads": 4,
    "num_hidden_layers": 2,
    "pad_token_id": 0,
    "qkv_bias": true,
    "type_vocab_size": 2,
    "vocab_size": 30522
  },
  "tie_word_embeddings": true,
  "transformers_version": "5.16.0.dev0"
}