config.json

{
  "architectures": [
    "RagSequenceForGeneration"
  ],
  "context_max_length": 128,
  "dataset": "wiki_dpr",
  "dataset_split": "train",
  "do_deduplication": true,
  "do_marginalize": false,
  "doc_sep": " // ",
  "exclude_bos_score": false,
  "forced_eos_token_id": 102,
  "generator": {
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    "d_model": 768,
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    "decoder_ffn_dim": 3072,
    "decoder_layerdrop": 0.0,
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    "diversity_penalty": 0.0,
    "do_sample": false,
    "dropout": 0.1,
    "early_stopping": true,
    "encoder_attention_heads": 12,
    "encoder_ffn_dim": 3072,
    "encoder_layerdrop": 0.0,
    "encoder_layers": 6,
    "encoder_no_repeat_ngram_size": 0,
    "eos_token_id": 102,
    "exponential_decay_length_penalty": null,
    "finetuning_task": null,
    "forced_bos_token_id": null,
    "forced_eos_token_id": 102,
    "gradient_checkpointing": false,
    "id2label": {
      "0": "LABEL_0",
      "1": "LABEL_1",
      "2": "LABEL_2"
    },
    "init_std": 0.02,
    "is_decoder": false,
    "is_encoder_decoder": true,
    "label2id": {
      "LABEL_0": 0,
      "LABEL_1": 1,
      "LABEL_2": 2
    },
    "length_penalty": 1.0,
    "max_length": 20,
    "max_position_embeddings": 512,
    "min_length": 0,
    "model_type": "bart",
    "no_repeat_ngram_size": 3,
    "normalize_before": false,
    "normalize_embedding": true,
    "num_beam_groups": 1,
    "num_beams": 4,
    "num_hidden_layers": 6,
    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "output_scores": false,
    "pad_token_id": 0,
    "prefix": null,
    "problem_type": null,
    "pruned_heads": {},
    "remove_invalid_values": false,
    "repetition_penalty": 1.0,
    "return_dict": true,
    "return_dict_in_generate": false,
    "scale_embedding": false,
    "sep_token_id": null,
    "task_specific_params": {
      "summarization": {
        "length_penalty": 1.0,
        "max_length": 128,
        "min_length": 12,
        "num_beams": 4
      },
      "summarization_cnn": {
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        "min_length": 56,
        "num_beams": 4
      },
      "summarization_xsum": {
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        "max_length": 62,
        "min_length": 11,
        "num_beams": 6
      }
    },
    "temperature": 1.0,
    "tie_encoder_decoder": false,
    "tie_word_embeddings": true,
    "tokenizer_class": null,
    "top_k": 50,
    "top_p": 1.0,
    "torch_dtype": null,
    "torchscript": false,
    "transformers_version": "4.20.1",
    "typical_p": 1.0,
    "use_bfloat16": false,
    "use_cache": true,
    "vocab_size": 21128
  },
  "index_name": "custom",
  "index_path": "test_run/dummy-kb/my_knowledge_dataset_hnsw_index.faiss",
  "is_encoder_decoder": true,
  "label_smoothing": 0.0,
  "max_combined_length": 300,
  "model_type": "rag",
  "n_docs": 5,
  "output_retrieved": false,
  "passages_path": "test_run/dummy-kb/my_knowledge_dataset",
  "query_max_length": 32,
  "question_encoder": {
    "_name_or_path": "hfl/chinese-macbert-base",
    "add_cross_attention": false,
    "architectures": [
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    ],
    "attention_probs_dropout_prob": 0.1,
    "bad_words_ids": null,
    "bos_token_id": null,
    "chunk_size_feed_forward": 0,
    "classifier_dropout": null,
    "cross_attention_hidden_size": null,
    "decoder_start_token_id": null,
    "directionality": "bidi",
    "diversity_penalty": 0.0,
    "do_sample": false,
    "early_stopping": false,
    "encoder_no_repeat_ngram_size": 0,
    "eos_token_id": null,
    "exponential_decay_length_penalty": null,
    "finetuning_task": null,
    "forced_bos_token_id": null,
    "forced_eos_token_id": null,
    "gradient_checkpointing": false,
    "hidden_act": "gelu",
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    "id2label": {
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    "initializer_range": 0.02,
    "intermediate_size": 3072,
    "is_decoder": false,
    "is_encoder_decoder": false,
    "label2id": {
      "LABEL_0": 0,
      "LABEL_1": 1
    },
    "layer_norm_eps": 1e-12,
    "length_penalty": 1.0,
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    "max_position_embeddings": 512,
    "min_length": 0,
    "model_type": "bert",
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    "num_attention_heads": 12,
    "num_beam_groups": 1,
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    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "output_scores": false,
    "pad_token_id": 0,
    "pooler_fc_size": 768,
    "pooler_num_attention_heads": 12,
    "pooler_num_fc_layers": 3,
    "pooler_size_per_head": 128,
    "pooler_type": "first_token_transform",
    "position_embedding_type": "absolute",
    "prefix": null,
    "problem_type": null,
    "pruned_heads": {},
    "remove_invalid_values": false,
    "repetition_penalty": 1.0,
    "return_dict": true,
    "return_dict_in_generate": false,
    "sep_token_id": null,
    "task_specific_params": null,
    "temperature": 1.0,
    "tie_encoder_decoder": false,
    "tie_word_embeddings": true,
    "tokenizer_class": null,
    "top_k": 50,
    "top_p": 1.0,
    "torch_dtype": null,
    "torchscript": false,
    "transformers_version": "4.20.1",
    "type_vocab_size": 2,
    "typical_p": 1.0,
    "use_bfloat16": false,
    "use_cache": true,
    "vocab_size": 21128
  },
  "reduce_loss": false,
  "retrieval_batch_size": 8,
  "retrieval_vector_size": 768,
  "title_sep": " / ",
  "torch_dtype": "float32",
  "transformers_version": null,
  "use_cache": true,
  "use_dummy_dataset": false,
  "vocab_size": null
}