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rag-sequence-base

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PyTorch
rag
Inference Endpoints
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rag-sequence-base
File size: 4,561 Bytes 
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{
  "architectures": [
    "RagSequenceForGeneration"
  ],
  "bad_words_ids": [
    [
      0,
      0
    ]
  ],
  "dataset": "wiki_dpr",
  "dataset_split": "train",
  "doc_sep": " // ",
  "early_stopping": false,
  "generator": {
    "_num_labels": 3,
    "activation_dropout": 0.0,
    "activation_function": "gelu",
    "add_bias_logits": false,
    "add_cross_attention": false,
    "add_final_layer_norm": false,
    "architectures": [
      "BartModel",
      "BartForMaskedLM",
      "BartForSequenceClassification"
    ],
    "attention_dropout": 0.0,
    "bad_words_ids": null,
    "bos_token_id": 0,
    "chunk_size_feed_forward": 0,
    "classif_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,
    "do_sample": false,
    "dropout": 0.1,
    "early_stopping": false,
    "encoder_attention_heads": 16,
    "encoder_ffn_dim": 4096,
    "encoder_layerdrop": 0.0,
    "encoder_layers": 12,
    "eos_token_id": 2,
    "extra_pos_embeddings": 2,
    "finetuning_task": null,
    "force_bos_token_to_be_generated": 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": 1024,
    "min_length": 0,
    "model_type": "bart",
    "no_repeat_ngram_size": 0,
    "normalize_before": false,
    "normalize_embedding": true,
    "num_beams": 1,
    "num_hidden_layers": 12,
    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "output_past": false,
    "pad_token_id": 1,
    "prefix": " ",
    "pruned_heads": {},
    "repetition_penalty": 1.0,
    "return_dict": false,
    "scale_embedding": false,
    "static_position_embeddings": false,
    "task_specific_params": {
      "summarization": {
        "early_stopping": true,
        "length_penalty": 2.0,
        "max_length": 142,
        "min_length": 56,
        "no_repeat_ngram_size": 3,
        "num_beams": 4
      }
    },
    "temperature": 1.0,
    "tie_encoder_decoder": false,
    "tie_word_embeddings": true,
    "tokenizer_class": null,
    "top_k": 50,
    "top_p": 1.0,
    "torchscript": false,
    "use_bfloat16": false,
    "use_cache": true,
    "vocab_size": 50265,
    "xla_device": null
  },
  "index_name": "compressed",
  "index_path": null,
  "is_encoder_decoder": true,
  "max_combined_length": 300,
  "max_length": 50,
  "min_length": 1,
  "model_type": "rag",
  "n_docs": 5,
  "num_beams": 4,
  "num_return_sequences": 1,
  "passages_path": null,
  "question_encoder": {
    "add_cross_attention": false,
    "architectures": [
      "DPRQuestionEncoder"
    ],
    "attention_probs_dropout_prob": 0.1,
    "bad_words_ids": null,
    "bos_token_id": null,
    "chunk_size_feed_forward": 0,
    "decoder_start_token_id": null,
    "do_sample": false,
    "early_stopping": false,
    "eos_token_id": null,
    "finetuning_task": null,
    "gradient_checkpointing": false,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.1,
    "hidden_size": 768,
    "id2label": {
      "0": "LABEL_0",
      "1": "LABEL_1"
    },
    "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,
    "max_length": 20,
    "max_position_embeddings": 512,
    "min_length": 0,
    "model_type": "dpr",
    "no_repeat_ngram_size": 0,
    "num_attention_heads": 12,
    "num_beams": 1,
    "num_hidden_layers": 12,
    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "pad_token_id": 0,
    "prefix": null,
    "projection_dim": 0,
    "pruned_heads": {},
    "repetition_penalty": 1.0,
    "return_dict": false,
    "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,
    "torchscript": false,
    "type_vocab_size": 2,
    "use_bfloat16": false,
    "use_cache": true,
    "vocab_size": 30522,
    "xla_device": null
  },
  "retrieval_batch_size": 8,
  "retrieval_vector_size": 768,
  "title_sep": " / ",
  "use_dummy_dataset": false,
  "vocab_size": null
}