Create config.json
Browse files- config.json +154 -0
config.json
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{
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| 2 |
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"_name_or_path": "ayjays132/CustomGPT2Conversational",
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| 3 |
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"activation_function": "gelu_new",
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| 4 |
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"advanced_model_options": {
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| 5 |
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"contextual_embeddings": {
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"approaches": [
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"contextual_attention_mechanisms",
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| 8 |
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"semantic_embedding_regularization"
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| 9 |
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],
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| 10 |
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"enable": true
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| 11 |
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},
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| 12 |
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"dynamic_adaptation": {
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| 13 |
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"enable": true,
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| 14 |
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"techniques": [
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"adaptive_layer_dropping",
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| 16 |
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"dynamic_context_window"
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| 17 |
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]
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},
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"innovative_neuron_growth": {
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"enable": true,
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| 21 |
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"strategies": [
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"selective_neuron_pruning",
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| 23 |
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"progressive_neuron_expansion"
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]
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},
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"memory_optimization": {
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"enable": true,
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| 28 |
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"methods": [
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| 29 |
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"gradient_checkpointing",
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| 30 |
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"memory-efficient_attention"
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| 31 |
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]
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},
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| 33 |
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"meta_learning": {
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| 34 |
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"approaches": [
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"meta_learning_rate_adjustment",
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| 36 |
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"online_adaptation"
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| 37 |
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],
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"enable": true
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| 39 |
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},
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| 40 |
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"secret_advanced_options": {
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"adaptive_token_embedding": {
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| 42 |
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"enable": true,
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| 43 |
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"strategies": [
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| 44 |
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"dynamic_embedding_resizing",
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| 45 |
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"contextual_embedding_scaling"
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| 46 |
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]
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| 47 |
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},
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| 48 |
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"future_context_prediction": {
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| 49 |
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"enable": true,
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| 50 |
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"techniques": [
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| 51 |
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"lookahead_context_integration",
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| 52 |
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"predictive_attention_mechanisms"
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| 53 |
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]
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| 54 |
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},
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| 55 |
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"multi_modal_integration": {
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| 56 |
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"enable": true,
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| 57 |
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"methods": [
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| 58 |
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"text_image_alignment",
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| 59 |
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"cross_modal_attention"
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| 60 |
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]
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| 61 |
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}
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| 62 |
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}
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| 63 |
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},
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| 64 |
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"architectures": [
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| 65 |
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"GPT2LMHeadModel"
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| 66 |
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],
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| 67 |
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"attn_pdrop": 0.1,
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| 68 |
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"bos_token_id": 50267,
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| 69 |
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"context_window": 20,
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| 70 |
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"contextual_embedding_dim": 1024,
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| 71 |
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"device": "cuda",
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| 72 |
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"dropout_rate": 0.1,
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| 73 |
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"early_stopping": true,
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| 74 |
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"embd_pdrop": 0.1,
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| 75 |
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"embedding_dim": 1024,
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| 76 |
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"eos_token_id": 50267,
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| 77 |
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"hidden_dim": 1024,
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| 78 |
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"initializer_range": 0.02,
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| 79 |
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"innovative_growth_capacity": 50000,
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| 80 |
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"integration_settings": {
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| 81 |
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"config_name": "config.json",
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| 82 |
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"load_from_transformers": true,
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| 83 |
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"pytorch_dump_folder_path": "./model_save",
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| 84 |
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"pytorch_model_bin_name": "pytorch_model.bin"
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| 85 |
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},
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| 86 |
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"layer_norm_epsilon": 1e-05,
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| 87 |
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"max_length": 1024,
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| 88 |
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"max_memory_size": 100000,
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| 89 |
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"max_neurons": 100,
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| 90 |
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"meta_learning_rate": 0.001,
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| 91 |
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"min_length": 50,
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| 92 |
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"model_type": "gpt2",
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| 93 |
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"n_ctx": 1024,
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| 94 |
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"n_embd": 1024,
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| 95 |
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"n_head": 16,
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| 96 |
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"n_inner": null,
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| 97 |
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"n_layer": 24,
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| 98 |
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"n_positions": 1024,
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| 99 |
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"no_repeat_ngram_size": 2,
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| 100 |
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"num_beams": 5,
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| 101 |
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"num_embeddings": 50257,
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| 102 |
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"num_heads": 64,
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| 103 |
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"num_layers": 24,
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| 104 |
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"output_attentions": true,
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| 105 |
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"output_hidden_states": true,
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| 106 |
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"pad_token_id": 50267,
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| 107 |
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"reorder_and_upcast_attn": false,
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| 108 |
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"resid_pdrop": 0.1,
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| 109 |
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"scale_attn_by_inverse_layer_idx": false,
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| 110 |
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"scale_attn_weights": true,
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| 111 |
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"sep_token_id": 50267,
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| 112 |
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"special_tokens": {
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| 113 |
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"additional_special_tokens": [
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| 114 |
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"<greeting>",
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| 115 |
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"<farewell>",
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| 116 |
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"<thank>",
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| 117 |
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"<apology>"
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| 118 |
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],
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| 119 |
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"bos_token": "<bos>",
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| 120 |
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"cls_token": "<cls>",
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| 121 |
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"eos_token": "<eos>",
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| 122 |
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"mask_token": "<mask>",
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| 123 |
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"pad_token": "<pad>",
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| 124 |
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"sep_token": "<sep>",
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| 125 |
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"unk_token": "<unk>"
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| 126 |
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},
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| 127 |
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"state_shape": null,
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| 128 |
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"summary_activation": null,
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| 129 |
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"summary_first_dropout": 0.1,
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| 130 |
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"summary_proj_to_labels": true,
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| 131 |
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"summary_type": "cls_index",
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| 132 |
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"summary_use_proj": true,
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| 133 |
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"target_q_model": null,
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| 134 |
+
"task_specific_params": {
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| 135 |
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"text-generation": {
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| 136 |
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"do_sample": true,
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| 137 |
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"early_stopping": true,
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| 138 |
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"length_penalty": 1.0,
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| 139 |
+
"max_length": 2048,
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| 140 |
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"min_length": 64,
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| 141 |
+
"no_repeat_ngram_size": 2,
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| 142 |
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"num_beams": 8,
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| 143 |
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"num_return_sequences": 3,
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| 144 |
+
"repetition_penalty": 1.2,
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| 145 |
+
"temperature": 0.9,
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| 146 |
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"top_k": 50,
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| 147 |
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"top_p": 0.95
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| 148 |
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}
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| 149 |
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},
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| 150 |
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"torch_dtype": "float32",
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| 151 |
+
"transformers_version": "4.44.0",
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| 152 |
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"use_cache": true,
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| 153 |
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"vocab_size": 50257
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| 154 |
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}
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