edit retrieve algorithms from IVF to IP(Inner product)

README.md

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+---
+dataset_info:
+  features:
+  - name: subset
+    dtype: string
+  - name: context
+    dtype: string
+  - name: context_tokens
+    sequence:
+    - name: tokens
+      dtype: string
+    - name: offsets
+      dtype: int32
+  - name: qid
+    dtype: string
+  - name: question
+    dtype: string
+  - name: question_tokens
+    sequence:
+    - name: tokens
+      dtype: string
+    - name: offsets
+      dtype: int32
+  - name: detected_answers
+    sequence:
+    - name: text
+      dtype: string
+    - name: char_spans
+      sequence:
+      - name: start
+        dtype: int32
+      - name: end
+        dtype: int32
+    - name: token_spans
+      sequence:
+      - name: start
+        dtype: int32
+      - name: end
+        dtype: int32
+  - name: answers
+    sequence: string
+  - name: masked_query
+    dtype: string
+  - name: query_embedding
+    sequence: float32
+  - name: input
+    dtype: string
+  - name: answer_sentence
+    dtype: string
+  - name: entity_type
+    dtype: string
+  - name: similar_entity
+    dtype: string
+  - name: similar_entity_score
+    dtype: float32
+  - name: random_entity
+    dtype: string
+  - name: random_entity_score
+    dtype: float64
+  - name: conflict_sentence
+    dtype: string
+  - name: conflict_context
+    dtype: string
+  - name: docs
+    list:
+    - name: c_id
+      dtype: int64
+    - name: distance
+      dtype: float32
+    - name: has_answer
+      dtype: bool
+    - name: nli
+      dtype: string
+    - name: text
+      dtype: string
+  - name: has_answer
+    dtype: bool
+  - name: answerable
+    dtype: string
+  - name: label
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 855540884
+    num_examples: 70410
+  - name: validation
+    num_bytes: 66460957
+    num_examples: 5447
+  - name: test
+    num_bytes: 8328176
+    num_examples: 807
+  download_size: 627281079
+  dataset_size: 930330017
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: validation
+    path: data/validation-*
+  - split: test
+    path: data/test-*
+---

data/test-00000-of-00001.parquet

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+size 5859501

data/train-00000-of-00002.parquet

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data/train-00001-of-00002.parquet

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+size 296982531

data/validation-00000-of-00001.parquet

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