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Datasets:
hakari-bench
/
NanoCodeRAG

Modalities:
Text
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Languages:
code
Size:
10K - 100K
Tags:
information-retrieval
retrieval
nano
bm25
dense-retrieval
reranking
Libraries:
Datasets
pandas
Polars
Dataset card Data Studio Files
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hotchpotch commited on
Commit
c12665d
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verified ·
1 Parent(s): 9fc5f2c

Add reranking_hybrid metadata

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Files changed (1) hide show
  1. reranking_hybrid_metadata.json +290 -0
reranking_hybrid_metadata.json ADDED
@@ -0,0 +1,290 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "generated_at_utc": "2026-05-25T01:16:38.622285+00:00",
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+ "source_dataset": "hakari-bench/NanoCodeRAG",
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+ "configs": {
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+ "bm25": {
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+ "top_k": 500,
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+ "tokenizer": "auto"
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+ },
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+ "harrier_oss_v1_270m": {
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+ "model": "microsoft/harrier-oss-v1-270m",
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+ "top_k": 500,
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+ "query_prompt_name": "web_search_query",
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+ "query_prompt": "Instruct: Given a web search query, retrieve relevant passages that answer the query\nQuery: ",
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+ "document_prompt_name": null
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+ },
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+ "reranking_hybrid": {
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+ "rrf_top_k": 100,
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+ "max_candidates_per_query": 101,
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+ "method": "reciprocal_rank_fusion",
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+ "rrf_k": 100,
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+ "random_seed": 20260524,
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+ "construction_policy": "RRF top-100 plus optional safeguard positive at rank 101"
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+ }
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+ },
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+ "splits": {
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+ "NanoCodeRAGLibraryDocumentationSolutions": {
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+ "corpus_count": 8683,
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+ "query_count": 200,
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+ "qrel_count": 200,
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+ "bm25": {
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+ "candidate_count_min": 500,
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+ "resolved_tokenizer": "regex",
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+ "resolved_tokenizer_name": null,
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+ "resolved_stemmer_algorithm": "english",
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+ "auto_detected_language": "en",
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+ "auto_detection_language_counts": {
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+ "en": 10
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+ },
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+ "auto_detection_sample_size": 10
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+ },
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+ "harrier_oss_v1_270m": {
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+ "candidate_count_min": 500,
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+ "candidate_count_max": 500
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+ },
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+ "reranking_hybrid": {
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+ "candidate_count_min": 100,
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+ "candidate_count_max": 101,
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+ "candidate_count_mean": 100.055,
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+ "query_with_relevance_count": 200,
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+ "covered_query_count": 200,
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+ "query_coverage": 1.0,
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+ "relevant_count": 200,
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+ "covered_relevant_count": 200,
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+ "relevant_coverage": 1.0,
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+ "construction_policy": "RRF top-100 plus optional safeguard positive at rank 101",
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+ "rrf_top_k": 100,
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+ "safeguard_rank": 101,
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+ "safeguard_positive_count": 11,
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+ "limited_by_corpus_size_count": 0,
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+ "additions": [
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+ {
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+ "query_id": "34",
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+ "reason": "missing_positive_in_rrf_top_100",
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+ "corpus_id": "doc_34",
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+ "rank": 101
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+ "query_id": "44",
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+ "reason": "missing_positive_in_rrf_top_100",
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+ "corpus_id": "doc_44",
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+ "rank": 101
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+ "corpus_id": "doc_76",
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+ "rank": 101
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+ "corpus_id": "doc_102",
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+ "rank": 101
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+ "reason": "missing_positive_in_rrf_top_100",
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+ "corpus_id": "doc_103",
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+ "rank": 101
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+ "corpus_id": "doc_114",
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+ "rank": 101
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+ "rank": 101
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+ "reason": "missing_positive_in_rrf_top_100",
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+ "corpus_id": "doc_170",
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+ "rank": 101
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+ }
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+ ]
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+ }
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+ },
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+ "query_count": 200,
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+ "qrel_count": 200,
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+ "resolved_stemmer_algorithm": "english",
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+ "auto_detected_language": "en",
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+ "auto_detection_language_counts": {
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+ "en": 9,
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+ "fr": 1
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+ },
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+ "auto_detection_sample_size": 10
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+ },
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+ "harrier_oss_v1_270m": {
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+ "candidate_count_min": 500,
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+ "candidate_count_max": 500
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+ },
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+ "reranking_hybrid": {
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+ "relevant_count": 200,
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+ "relevant_coverage": 1.0,
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+ "construction_policy": "RRF top-100 plus optional safeguard positive at rank 101",
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+ "rrf_top_k": 100,
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+ "safeguard_rank": 101,
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+ "safeguard_positive_count": 0,
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+ "limited_by_corpus_size_count": 0,
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+ "additions": []
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+ },
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+ "NanoCodeRAGProgrammingSolutions": {
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+ "corpus_count": 984,
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+ "query_count": 200,
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+ "qrel_count": 200,
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+ "bm25": {
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+ "auto_detected_language": "en",
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+ "auto_detection_language_counts": {
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+ },
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+ "auto_detection_sample_size": 10
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+ },
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+ "harrier_oss_v1_270m": {
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+ "candidate_count_min": 500,
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+ "candidate_count_max": 500
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+ },
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+ "reranking_hybrid": {
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+ "candidate_count_min": 100,
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+ "query_coverage": 1.0,
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+ "additions": [
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+ {
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+ "query_id": "HumanEval/0",
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+ "query_id": "21",
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+ "reason": "missing_positive_in_rrf_top_100",
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+ "corpus_id": "doc_174",
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+ "rank": 101
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+ },
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+ {
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+ "query_id": "39",
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+ "reason": "missing_positive_in_rrf_top_100",
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+ "corpus_id": "doc_192",
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+ "rank": 101
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+ },
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+ "query_id": "62",
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+ "reason": "missing_positive_in_rrf_top_100",
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+ "corpus_id": "doc_215",
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+ "rank": 101
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+ "query_id": "119",
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+ "reason": "missing_positive_in_rrf_top_100",
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+ "corpus_id": "doc_346",
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+ "rank": 101
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+ }
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+ ]
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+ }
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+ },
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+ "NanoCodeRAGStackoverflowPosts": {
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+ "corpus_count": 10000,
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+ "query_count": 200,
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+ "qrel_count": 200,
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+ "bm25": {
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+ "resolved_tokenizer": "regex",
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+ "resolved_stemmer_algorithm": "english",
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+ "harrier_oss_v1_270m": {
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+ "relevant_count": 200,
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+ "construction_policy": "RRF top-100 plus optional safeguard positive at rank 101",
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+ "rrf_top_k": 100,
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+ "safeguard_rank": 101,
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+ "safeguard_positive_count": 0,
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+ "limited_by_corpus_size_count": 0,
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+ "additions": []
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+ }
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+ }
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+ }
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+ }