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tart-dual-contriever-msmarco

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tart-dual-contriever-msmarco
File size: 2,440 Bytes 
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{
  "T": 0.1,
  "architectures": [
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  ],
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  "augmentation": "none",
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  "classifier_dropout": null,
  "continue_training": false,
  "contrastive_mode": "moco",
  "dropout": 0.1,
  "eps": 1e-06,
  "eval_data": [
    "minilm_denoised_T0_32_datasets_fixed_instruction_unfollowing_dev.jsonl"
  ],
  "eval_datasets": [],
  "eval_datasets_dir": "./",
  "eval_freq": 2000,
  "eval_normalize_text": false,
  "freeze_ctx_encoder": false,
  "global_rank": 0,
  "hard_order": false,
  "hidden_act": "gelu",
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  "hidden_size": 768,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "kd": false,
  "label_smoothing": 0.0,
  "layer_norm_eps": 1e-12,
  "loading_mode": "split",
  "local_rank": 0,
  "log_freq": 100,
  "loss_type": "kl",
  "lower_case": false,
  "lr": 1e-05,
  "lr_min_ratio": 0.0,
  "main_addr": "learnfair7603",
  "main_port": 15972,
  "max_position_embeddings": 512,
  "maxload": null,
  "moco_train_mode_encoder_k": false,
  "model_path": "/checkpoint/akariasai/contriever/contriever_wiki2020_ft_msmarco/checkpoint/step-10000/",
  "model_type": "bert",
  "momentum": 0.999,
  "n_context": 50,
  "negative_ctxs": 5,
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  "negative_hard_ratio": 0.1,
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  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "num_workers": 5,
  "optim": "adamw",
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  "pad_token_id": 0,
  "per_gpu_batch_size": 16,
  "per_gpu_eval_batch_size": 16,
  "pooling": "average",
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  "random_init": false,
  "random_sort": false,
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  "retriever_model_id": "bert-base-uncased",
  "rho": 0.05,
  "sampling_coefficient": 0.0,
  "save_freq": 2000,
  "scheduler": "linear",
  "score_function": "dot",
  "seed": 0,
  "temperature": 0.05,
  "torch_dtype": "float32",
  "total_steps": 20000,
  "train_data": [
    "minilm_denoised_T0_32_datasets_fixed_instruction_unfollowing_train.jsonl"
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  "transformers_version": "4.36.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522,
  "warmup_steps": 1000,
  "weight_decay": 0.01,
  "world_size": 64
}