First commit
Browse files- artifact.metadata +47 -0
- config.json +26 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- vocab.txt +0 -0
artifact.metadata
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{
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"nprobe": 2,
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"ncandidates": 8192,
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"index_path": null,
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"nbits": 1,
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"kmeans_niters": 20,
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"similarity": "cosine",
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"bsize": 8,
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"accumsteps": 1,
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"lr": 1e-5,
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"maxsteps": 400000,
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"save_every": null,
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"resume": false,
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"warmup": 20000,
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"warmup_bert": null,
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"relu": false,
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"nway": 64,
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"use_ib_negatives": true,
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"query_maxlen": 32,
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"attend_to_mask_tokens": false,
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"dim": 128,
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"doc_maxlen": 180,
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"mask_punctuation": true,
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"checkpoint": "\/future\/u\/okhattab\/root\/unit\/experiments\/2021.10\/none\/kld.v3.nway32.l2.ib\/checkpoints\/colbert-150000\/",
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"triples": "\/future\/u\/okhattab\/root\/unit\/experiments\/2021.10\/downstream.distillation.round2.2_score\/round2.nway6.cosine.ib\/examples.64.json",
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"collection": "\/future\/u\/okhattab\/data\/MSMARCO\/collection.tsv",
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"queries": "\/future\/u\/okhattab\/data\/MSMARCO\/queries.train.tsv",
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"index_name": null,
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"overwrite": false,
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"root": "\/future\/u\/okhattab\/root\/unit\/experiments",
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"experiment": "2021.10",
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"index_root": null,
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"name": "kldR2.nway64.ib",
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"rank": 0,
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"nranks": 4,
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"amp": true,
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"gpus": 8,
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"meta": {
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"hostname": "future-hgx-1.stanford.edu",
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"git_branch": "api_residual_compression3_KLD",
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"git_hash": "62198f65e45bc7887eda4fdd57f9d3a103c72a7b",
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"git_commit_datetime": "2021-10-29 07:05:32-07:00",
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"current_datetime": "Oct 29, 2021 ; 9:05AM PDT (-0700)",
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"cmd": "\/future\/u\/okhattab\/repos\/QolBERT2\/tests\/train_kldR2_nway64.py",
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"version": "colbert-v0.4"
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}
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}
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config.json
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{
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"_name_or_path": "/future/u/okhattab/root/unit/experiments/2021.10/none/kld.v3.nway32.l2.ib/checkpoints/colbert-150000/",
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"architectures": [
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"HF_ColBERT"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.10.0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:26e4c2f9f95a3da4442252bb40d99e4fbfd098e733edac1d785c9937b8a278da
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size 438405935
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer.json
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tokenizer_config.json
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{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "/future/u/okhattab/root/unit/experiments/2021.10/none/kld.v3.nway32.l2.ib/checkpoints/colbert-150000/", "tokenizer_class": "BertTokenizer"}
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vocab.txt
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