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@@ -105,3 +105,5 @@ experiments/01-query/baseline/voyage_rewrite/clapnq/retrieval_results.jsonl filt
 experiments/01-query/baseline/voyage_rewrite/cloud/retrieval_results.jsonl filter=lfs diff=lfs merge=lfs -text
 experiments/01-query/baseline/voyage_rewrite/fiqa/retrieval_results.jsonl filter=lfs diff=lfs merge=lfs -text
 experiments/01-query/baseline/voyage_rewrite/govt/retrieval_results.jsonl filter=lfs diff=lfs merge=lfs -text
+experiments/rerank_splade_voyage_rewrite/clapnq/retrieval_results.jsonl filter=lfs diff=lfs merge=lfs -text
+experiments/rerank_splade_voyage_rewrite/govt/retrieval_results.jsonl filter=lfs diff=lfs merge=lfs -text

experiments/rerank_splade_voyage_rewrite/clapnq/analysis_report.json

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experiments/rerank_splade_voyage_rewrite/clapnq/metrics.json

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+{
+  "nDCG": [
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+    0.55386,
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+  "Precision": [
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+    0.10481,
+    0.0251
+  ]
+}

experiments/rerank_splade_voyage_rewrite/clapnq/retrieval_results.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9f771ca034ef76a94fc5bc79ea6d6756052e4ffbee5e0d377e9d52f7c4baf79f
+size 16636341

experiments/rerank_splade_voyage_rewrite/config_resolved.yaml

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+batch_sizes:
+  default: 64
+  embedding: 256
+  indexing: 256
+  inference: 64
+  reranking: 32
+  retrieval: 128
+  training: 32
+  validation: 64
+caching:
+  cache_dir: .cache
+  embeddings:
+    backend: disk
+    enabled: true
+  enabled: true
+  index:
+    enabled: true
+    rebuild_on_change: true
+compile: true
+data:
+  corpus_file: corpus.jsonl
+  corpus_path: data/passage_level_processed/clapnq
+  domains:
+  - clapnq
+  - govt
+  qrels_file: qrels_passage.json
+  query_file: clapnq_rewrite.jsonl
+deterministic: true
+device: cuda
+environment:
+  CUBLAS_WORKSPACE_CONFIG: :4096:8
+  MKL_NUM_THREADS: '4'
+  OMP_NUM_THREADS: '4'
+evaluation:
+  metrics:
+  - recall@5
+  - recall@10
+  - recall@20
+  - recall@100
+  - mrr
+  - ndcg@10
+  - map
+  relevance_threshold: 1
+  statistical_tests:
+    alpha: 0.05
+    correction: bonferroni
+    enabled: true
+    method: paired_ttest
+experiment:
+  description: Hybrid SPLADE + Voyage-3 with RRF fusion, ground truth rewrites, and
+    BGE reranking
+  name: rerank_splade_voyage_rewrite
+  type: retrieval
+fp16: true
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+logging:
+  console: true
+  experiment_tracking:
+    mlflow:
+      enabled: false
+      experiment_name: mt-rag-benchmark
+      tracking_uri: file:./mlruns
+    wandb:
+      enabled: false
+      entity: null
+      project: mt-rag-benchmark
+  file: logs/experiment.log
+  format: '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+  level: INFO
+max_memory_gb: null
+metrics:
+  compute:
+  - ndcg@5
+  - ndcg@10
+  - ndcg@20
+  - recall@5
+  - recall@10
+  - recall@20
+  - map@10
+  - precision@5
+mixed_precision: true
+num_threads: 16
+num_workers: 4
+numpy:
+  random_seed: 42
+output:
+  results_dir: experiments/{experiment_name}/clapnq
+  save_results: true
+paths:
+  artifacts: artifacts
+  cache: .cache
+  data: data
+  experiments: experiments
+  indices: indices
+  logs: logs
+  processed: data/processed
+  raw: data/raw
+preprocessing:
+  chunking:
+    chunk_size: 512
+    min_chunk_size: 100
+    overlap: 128
+    strategy: sliding_window
+    tokenizer: cl100k_base
+  deduplication:
+    enabled: true
+    method: minhash
+    threshold: 0.95
+  text_cleaning:
+    lowercase: false
+    remove_emails: false
+    remove_special_chars: false
+    remove_urls: false
+python:
+  hash_seed: 0
+  random_seed: 42
+query:
+  expansion:
+    enabled: false
+    method: llm
+    num_terms: 5
+  history_turns: 3
+  include_conversation_history: true
+  max_length: 512
+reranking:
+  batch_size: 32
+  enabled: true
+  max_length: 512
+  model: cross-encoder/ms-marco-MiniLM-L-12-v2
+  model_name: BAAI/bge-reranker-v2-m3
+  top_k: 20
+  top_k_candidates: 100
+  type: bge
+  use_fp16: true
+retrieval:
+  dense:
+    batch_size: 128
+    model: BAAI/bge-base-en-v1.5
+    normalize_embeddings: true
+    similarity: cosine
+  dense_alternatives:
+    bge_large: BAAI/bge-large-en-v1.5
+    bge_m3: BAAI/bge-m3
+    e5_base: intfloat/e5-base-v2
+  fusion_method: rrf
+  hybrid:
+    dense_weight: 0.5
+    fusion_method: rrf
+    k: 60
+    sparse_weight: 0.5
+  index_name: clapnq_sparse
+  method: hybrid
+  min_score: 0.0
+  normalize_scores: true
+  retrievers:
+  - index_name: splade_clapnq
+    top_k: 300
+    type: splade
+    weight: 1.0
+  - index_name: voyage3large_clapnq
+    model_name: voyage-3-large
+    top_k: 300
+    type: voyage
+    weight: 1.0
+  rrf_k: 60
+  sparse:
+    b: 0.75
+    k1: 1.2
+    model: bm25
+  top_k: 100
+seed: 42
+torch:
+  backends:
+    cudnn:
+      benchmark: false
+      deterministic: true
+  manual_seed: 42
+  num_interop_threads: 1
+  num_threads: 4
+  use_deterministic_algorithms: true
+training:
+  checkpointing:
+    mode: max
+    monitor: ndcg@10
+    save_best: true
+    save_last: true
+  early_stopping:
+    enabled: true
+    metric: ndcg@10
+    mode: max
+    patience: 3
+  epochs: 3
+  learning_rate: 2e-5
+  max_grad_norm: 1.0
+  optimizer: adamw
+  scheduler: linear
+  warmup_steps: 500
+  weight_decay: 0.01
+validation:
+  check_corpus_integrity: true
+  check_query_format: true
+  check_splits_no_overlap: true
+  fail_on_warning: false

experiments/rerank_splade_voyage_rewrite/govt/analysis_report.json

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experiments/rerank_splade_voyage_rewrite/govt/metrics.json

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experiments/rerank_splade_voyage_rewrite/govt/retrieval_results.jsonl

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