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config.json

@@ -1,222 +1,25 @@
 {
-  "_name_or_path": "rag-end2end-retriever/model_checkpoints2/checkpoint83",
+  "_name_or_path": "facebook/dpr-ctx_encoder-multiset-base",
   "architectures": [
-    "RagTokenForGeneration"
+    "DPRContextEncoder"
   ],
-  "dataset": "wiki_dpr",
-  "dataset_revision": null,
-  "dataset_split": "train",
-  "do_deduplication": true,
-  "do_marginalize": false,
-  "doc_sep": " // ",
-  "exclude_bos_score": false,
-  "forced_eos_token_id": 2,
-  "generator": {
-    "_name_or_path": "",
-    "_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": 0.1,
-    "bad_words_ids": null,
-    "begin_suppress_tokens": null,
-    "bos_token_id": 0,
-    "chunk_size_feed_forward": 0,
-    "classif_dropout": 0.0,
-    "classifier_dropout": 0.0,
-    "cross_attention_hidden_size": null,
-    "d_model": 1024,
-    "decoder_attention_heads": 16,
-    "decoder_ffn_dim": 4096,
-    "decoder_layerdrop": 0.0,
-    "decoder_layers": 12,
-    "decoder_start_token_id": 2,
-    "diversity_penalty": 0.0,
-    "do_sample": false,
-    "dropout": 0.1,
-    "early_stopping": false,
-    "encoder_attention_heads": 16,
-    "encoder_ffn_dim": 4096,
-    "encoder_layerdrop": 0.0,
-    "encoder_layers": 12,
-    "encoder_no_repeat_ngram_size": 0,
-    "eos_token_id": 2,
-    "exponential_decay_length_penalty": null,
-    "extra_pos_embeddings": 2,
-    "finetuning_task": null,
-    "force_bos_token_to_be_generated": false,
-    "forced_bos_token_id": null,
-    "forced_eos_token_id": 2,
-    "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_beam_groups": 1,
-    "num_beams": 1,
-    "num_hidden_layers": 12,
-    "num_return_sequences": 1,
-    "output_attentions": false,
-    "output_hidden_states": false,
-    "output_past": false,
-    "output_scores": false,
-    "pad_token_id": 1,
-    "prefix": " ",
-    "problem_type": null,
-    "pruned_heads": {},
-    "remove_invalid_values": false,
-    "repetition_penalty": 1.0,
-    "return_dict": false,
-    "return_dict_in_generate": false,
-    "scale_embedding": false,
-    "sep_token_id": null,
-    "static_position_embeddings": false,
-    "suppress_tokens": null,
-    "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,
-    "tf_legacy_loss": false,
-    "tie_encoder_decoder": false,
-    "tie_word_embeddings": true,
-    "tokenizer_class": null,
-    "top_k": 50,
-    "top_p": 1.0,
-    "torch_dtype": null,
-    "torchscript": false,
-    "typical_p": 1.0,
-    "use_bfloat16": false,
-    "use_cache": true,
-    "vocab_size": 50265
-  },
-  "index_name": "custom",
-  "index_path": "rag-end2end-retriever/Health-data/health-data/my_knowledge_dataset_hnsw_index.faiss",
-  "is_encoder_decoder": true,
-  "label_smoothing": 0.1,
-  "max_combined_length": 300,
-  "model_type": "rag",
-  "n_docs": 5,
-  "output_retrieved": false,
-  "passages_path": "rag-end2end-retriever/Health-data/health-data/my_knowledge_dataset",
-  "question_encoder": {
-    "_name_or_path": "",
-    "add_cross_attention": false,
-    "architectures": [
-      "DPRQuestionEncoder"
-    ],
-    "attention_probs_dropout_prob": 0.1,
-    "bad_words_ids": null,
-    "begin_suppress_tokens": null,
-    "bos_token_id": null,
-    "chunk_size_feed_forward": 0,
-    "cross_attention_hidden_size": null,
-    "decoder_start_token_id": null,
-    "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",
-    "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": {
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-      "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_beam_groups": 1,
-    "num_beams": 1,
-    "num_hidden_layers": 12,
-    "num_return_sequences": 1,
-    "output_attentions": false,
-    "output_hidden_states": false,
-    "output_scores": false,
-    "pad_token_id": 0,
-    "position_embedding_type": "absolute",
-    "prefix": null,
-    "problem_type": null,
-    "projection_dim": 0,
-    "pruned_heads": {},
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-    "repetition_penalty": 1.0,
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-    "task_specific_params": null,
-    "temperature": 1.0,
-    "tf_legacy_loss": false,
-    "tie_encoder_decoder": false,
-    "tie_word_embeddings": true,
-    "tokenizer_class": null,
-    "top_k": 50,
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-    "torch_dtype": null,
-    "torchscript": false,
-    "type_vocab_size": 2,
-    "typical_p": 1.0,
-    "use_bfloat16": false,
-    "use_cache": true,
-    "vocab_size": 30522
-  },
-  "reduce_loss": false,
-  "retrieval_batch_size": 8,
-  "retrieval_vector_size": 768,
-  "save_step": 83,
-  "title_sep": " / ",
+  "attention_probs_dropout_prob": 0.1,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "dpr",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "projection_dim": 0,
   "torch_dtype": "float32",
   "transformers_version": "4.41.0",
-  "use_cache": true,
-  "use_dummy_dataset": false,
-  "vocab_size": null
+  "type_vocab_size": 2,
+  "vocab_size": 30522
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f434b5c6bf0c88b521fef8d65127ee9d96b7faf44b0953ccb728dde21f70df65
-size 2061032996
+oid sha256:23af4d38c069c9b57aff6ef8d307b021d20d8de9e3d17293951c56fe977c0563
+size 435593312

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,55 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DPRContextEncoderTokenizer",
+  "unk_token": "[UNK]"
+}