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Add benchmark data and resources for evaluation
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- .gitattributes +1 -0
- evaluator/benchmark/0/config.yaml +22 -0
- evaluator/benchmark/0/retrieve_node_line/retrieval/0.parquet +3 -0
- evaluator/benchmark/0/retrieve_node_line/retrieval/1.parquet +3 -0
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- evaluator/benchmark/resources/bm25_porter_stemmer.pkl +3 -0
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.gitattributes
CHANGED
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*.sqlite3 filter=lfs diff=lfs merge=lfs -text
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evaluator/benchmark/0/config.yaml
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node_lines:
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- node_line_name: retrieve_node_line
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nodes:
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- node_type: retrieval
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strategy:
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metrics: [ retrieval_f1, retrieval_recall, retrieval_precision, retrieval_ndcg, retrieval_map, retrieval_mrr ]
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top_k: 4
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modules:
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- module_type: bm25
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- module_type: vectordb
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embedding_model: [ huggingface_baai_llm_embedder, huggingface_baai_bge_large_en, huggingface_baai_bge_small_en, huggingface_baai_bge_base_en ]
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- module_type: hybrid_rrf
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- module_type: hybrid_cc
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normalize_method: [ mm, tmm, z, dbsf ]
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weight_range:
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size 196593
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evaluator/benchmark/0/retrieve_node_line/retrieval/best_20.parquet
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evaluator/benchmark/0/retrieve_node_line/retrieval/summary.csv
ADDED
@@ -0,0 +1,35 @@
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|
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|
|
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|
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|
|
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|
1 |
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filename,module_name,module_params,execution_time,retrieval_f1,retrieval_recall,retrieval_precision,retrieval_ndcg,retrieval_map,retrieval_mrr,is_best
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evaluator/benchmark/0/retrieve_node_line/summary.csv
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node_type,best_module_filename,best_module_name,best_module_params,best_execution_time
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node_line_name,node_type,best_module_filename,best_module_name,best_module_params,best_execution_time
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evaluator/benchmark/data/corpus.parquet
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