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ayjays132
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EnhancerModel

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1
EnhancerModel
File size: 3,771 Bytes 
5161b97
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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"
        ]
      }
    }
  },
  "architectures": [
    "GPT2LMHeadModel"
  ],
  "attn_pdrop": 0.1,
  "bos_token_id": 50267,
  "context_window": 20,
  "contextual_embedding_dim": 1024,
  "device": "cuda",
  "dropout_rate": 0.1,
  "early_stopping": true,
  "embd_pdrop": 0.1,
  "embedding_dim": 1024,
  "eos_token_id": 50267,
  "hidden_dim": 1024,
  "initializer_range": 0.02,
  "innovative_growth_capacity": 50000,
  "integration_settings": {
    "config_name": "config.json",
    "load_from_transformers": true,
    "pytorch_dump_folder_path": "./model_save",
    "pytorch_model_bin_name": "pytorch_model.bin"
  },
  "layer_norm_epsilon": 1e-05,
  "max_length": 1024,
  "max_memory_size": 100000,
  "max_neurons": 100,
  "meta_learning_rate": 0.001,
  "min_length": 50,
  "model_type": "gpt2",
  "n_ctx": 1024,
  "n_embd": 1024,
  "n_head": 16,
  "n_inner": null,
  "n_layer": 24,
  "n_positions": 1024,
  "no_repeat_ngram_size": 2,
  "num_beams": 5,
  "num_embeddings": 50257,
  "num_heads": 64,
  "num_layers": 24,
  "output_attentions": true,
  "output_hidden_states": true,
  "pad_token_id": 50267,
  "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
    }
  },
  "torch_dtype": "float32",
  "transformers_version": "4.44.0",
  "use_cache": true,
  "vocab_size": 50257
}