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LycheeMem
/
reranker

Text Classification
Transformers
Safetensors
bert
lycheemem
memory
reranking
evidence-retrieval
bert-tiny
Model card Files
xet
 Community
reranker
File size: 1,406 Bytes
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{
  "args": {
    "bundle_cache": ".cache/probe_10s_all_memory_skipfusion.json",
    "model_name": "prajjwal1/bert-tiny",
    "top_k": 10,
    "diagnose_top_k": 50,
    "split": "interleave",
    "train_fraction": 0.5,
    "seed": 99,
    "epochs": 3,
    "batch_size": 16,
    "score_batch_size": 64,
    "lr": 2e-05,
    "weight_decay": 0.01,
    "max_len": 192,
    "negatives_per_case": 16,
    "max_pos_weight": 8.0,
    "max_replacements": 1,
    "margin_grid": [
      0.0
    ],
    "device": "cuda",
    "save_model": ".cache/locomo_bert_tiny_reranker_10sall_seed99",
    "progress_every": 125,
    "print_margin_sweep": false,
    "outcome_report": ".cache/transformer_outcomes_10sall_full_memory_seed99_saved.json",
    "print_outcomes": 0
  },
  "metrics": {
    "chosen_margin": 0.0,
    "train": {
      "cases": 766,
      "baseline_hit": 465,
      "wide_hit": 615,
      "rank_or_topk_miss": 150,
      "learned_top_hit": 537,
      "learned_rank_or_topk_added": 98,
      "merge_hit": 504,
      "merge_added": 40,
      "merge_lost": 1,
      "merge_rank_or_topk_added": 40
    },
    "held": {
      "cases": 765,
      "baseline_hit": 466,
      "wide_hit": 609,
      "rank_or_topk_miss": 143,
      "learned_top_hit": 507,
      "learned_rank_or_topk_added": 90,
      "merge_hit": 493,
      "merge_added": 28,
      "merge_lost": 1,
      "merge_rank_or_topk_added": 28
    }
  }
}