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EnhancerModel

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EnhancerModel
File size: 4,212 Bytes
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{
  "_name_or_path": "ayjays132/CustomGPT2Conversational",
  "activation_function": "gelu_new",
  "advanced_model_options": {
    "contextual_embeddings": {
      "approaches": [
        "contextual_attention_mechanisms",
        "semantic_embedding_regularization"
      ],
      "enable": true
    },
    "dynamic_adaptation": {
      "enable": true,
      "techniques": [
        "adaptive_layer_dropping",
        "dynamic_context_window"
      ]
    },
    "innovative_neuron_growth": {
      "enable": true,
      "strategies": [
        "selective_neuron_pruning",
        "progressive_neuron_expansion"
      ]
    },
    "memory_optimization": {
      "enable": true,
      "methods": [
        "gradient_checkpointing",
        "memory-efficient_attention"
      ]
    },
    "meta_learning": {
      "approaches": [
        "meta_learning_rate_adjustment",
        "online_adaptation"
      ],
      "enable": true
    },
    "secret_advanced_options": {
      "adaptive_token_embedding": {
        "enable": true,
        "strategies": [
          "dynamic_embedding_resizing",
          "contextual_embedding_scaling"
        ]
      },
      "future_context_prediction": {
        "enable": true,
        "techniques": [
          "lookahead_context_integration",
          "predictive_attention_mechanisms"
        ]
      },
      "multi_modal_integration": {
        "enable": true,
        "methods": [
          "text_image_alignment",
          "cross_modal_attention"
        ]
      }
    }
  },
  "activation_dropout": 0.1,
  "activation_function": "gelu",
  "add_bias_logits": false,
  "add_final_layer_norm": false,
  "architectures": [
    "BartModel"
  ],
  "attention_dropout": 0.1,
  "bos_token_id": 0,
  "classif_dropout": 0.1,
  "classifier_dropout": 0.0,
  "d_model": 1024,
  "decoder_attention_heads": 16,
  "decoder_ffn_dim": 4096,
  "decoder_layerdrop": 0.0,
  "decoder_layers": 12,
  "decoder_start_token_id": 2,
  "dropout": 0.1,
  "early_stopping": true,
  "encoder_attention_heads": 16,
  "encoder_ffn_dim": 4096,
  "encoder_layerdrop": 0.0,
  "encoder_layers": 12,
  "eos_token_id": 2,
  "forced_eos_token_id": 2,
  "forced_bos_token_id": 0,
  "gradient_checkpointing": false,
  "id2label": {
    "0": "LABEL_0",
    "1": "LABEL_1",
    "2": "LABEL_2"
  },
  "init_std": 0.02,
  "is_encoder_decoder": true,
  "label2id": {
    "LABEL_0": 0,
    "LABEL_1": 1,
    "LABEL_2": 2
  },
  "max_position_embeddings": 1024,
  "model_type": "bart",
  "no_repeat_ngram_size": 3,
  "normalize_before": false,
  "num_beams": 4,
  "num_hidden_layers": 12,
  "pad_token_id": 1,
  "scale_embedding": false,
  "reorder_and_upcast_attn": false,
  "resid_pdrop": 0.1,
  "scale_attn_by_inverse_layer_idx": false,
  "scale_attn_weights": true,
  "sep_token_id": 50267,
  "special_tokens": {
    "additional_special_tokens": [
      "<greeting>",
      "<farewell>",
      "<thank>",
      "<apology>"
    ],
    "bos_token": "<bos>",
    "cls_token": "<cls>",
    "eos_token": "<eos>",
    "mask_token": "<mask>",
    "pad_token": "<pad>",
    "sep_token": "<sep>",
    "unk_token": "<unk>"
  },
  "state_shape": null,
  "summary_activation": null,
  "summary_first_dropout": 0.1,
  "summary_proj_to_labels": true,
  "summary_type": "cls_index",
  "summary_use_proj": true,
  "target_q_model": null,
  "task_specific_params": {
    "text-generation": {
      "do_sample": true,
      "early_stopping": true,
      "length_penalty": 1.0,
      "max_length": 2048,
      "min_length": 64,
      "no_repeat_ngram_size": 2,
      "num_beams": 8,
      "num_return_sequences": 3,
      "repetition_penalty": 1.2,
      "temperature": 0.9,
      "top_k": 50,
      "top_p": 0.95
    },
    "summarization": {
      "length_penalty": 1.0,
      "max_length": 128,
      "min_length": 12,
      "num_beams": 4
    },
    "summarization_cnn": {
      "length_penalty": 2.0,
      "max_length": 142,
      "min_length": 56,
      "num_beams": 4
    },
    "summarization_xsum": {
      "length_penalty": 1.0,
      "max_length": 62,
      "min_length": 11,
      "num_beams": 6
    }
  },
  "torch_dtype": "float32",
  "transformers_version": "4.7.0.dev0",
  "use_cache": true,
  "vocab_size": 50265
}