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Adds configs and template for rag25 with Arctic embed-l #3179
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53 changes: 53 additions & 0 deletions
53
...ction/configs/rag25-doc-segmented-test-nist.arctic-embed-l.parquet.shard00.flat.onnx.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,53 @@ | ||
| --- | ||
| corpus: msmarco-v2.1-doc-segmented-shard00.arctic-embed-l | ||
| corpus_path: collections/msmarco/msmarco_v2.1_doc_segmented.arctic-embed-l/shard00 | ||
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| index_path: indexes/lucene-flat.msmarco-v2.1-doc-segmented-shard00.arctic-embed-l | ||
| index_type: flat | ||
| collection_class: ParquetDenseVectorCollection | ||
| generator_class: DenseVectorDocumentGenerator | ||
| index_threads: 6 | ||
| index_options: -docidField doc_id -vectorField embedding -normalizeVectors | ||
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| metrics: | ||
| - metric: nDCG@30 | ||
| command: bin/trec_eval | ||
| params: -c -m ndcg_cut.30 | ||
| separator: "\t" | ||
| parse_index: 2 | ||
| metric_precision: 4 | ||
| can_combine: false | ||
| - metric: nDCG@100 | ||
| command: bin/trec_eval | ||
| params: -c -m ndcg_cut.100 | ||
| separator: "\t" | ||
| parse_index: 2 | ||
| metric_precision: 4 | ||
| can_combine: false | ||
| - metric: R@100 | ||
| command: bin/trec_eval | ||
| params: -c -m recall.100 | ||
| separator: "\t" | ||
| parse_index: 2 | ||
| metric_precision: 4 | ||
| can_combine: false | ||
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| topic_reader: JsonString | ||
| topics: | ||
| - name: "RAG 25: Test queries" | ||
| id: rag25.test | ||
| path: topics.rag25.test.jsonl | ||
| qrel: qrels.rag25.test.txt | ||
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| models: | ||
| - name: arctic-embed-l-flat-onnx | ||
| display: ArcticEmbedL | ||
| type: flat | ||
| params: -topics rag25.test -topicReader JsonString -topicField title -encoder ArcticEmbedLEncoder | ||
| results: | ||
| nDCG@30: | ||
| - 0.2702 | ||
| nDCG@100: | ||
| - 0.1803 | ||
| R@100: | ||
| - 0.0567 |
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