Harish Tayyar Madabushi
commited on
Commit
•
50d1635
1
Parent(s):
9980210
added model
Browse files- config.json +26 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +82 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "distilbert-base-cased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"initializer_range": 0.02,
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"output_past": true,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.10.0.dev0",
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"vocab_size": 28996
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:71445761097e707dddcbc105d01c55f84fa4a2a4fc366ae878dec7192911ad2a
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size 526327977
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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:d28dd79ecb0adf125e697b21e5e83837251bd08054fc295d80e6b920b0eee3d0
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size 263174287
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rng_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:2d1b379e3f479f666b3735554652330d68800c321c8235592ba6750ea30a479a
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size 14649
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a30656fcdfc4d0c89d1f2b76eff1eaadef807c69e180832bb3fe2adea1df336
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size 623
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special_tokens_map.json
ADDED
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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": false, "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": "distilbert-base-cased", "tokenizer_class": "DistilBertTokenizer"}
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trainer_state.json
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{
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"best_metric": 0.7565779291131405,
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"best_model_checkpoint": "output-no-git/EN-OUTPUT/distilbert-base-cased/FalseTrue-0/2/checkpoint-520",
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"epoch": 5.0,
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"global_step": 520,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"eval_accuracy": 0.7446351647377014,
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"eval_f1": 0.7378445712448767,
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"eval_f1_binary": 0.7800369685767097,
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"eval_f1_weighted": 0.7470798170127886,
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"eval_loss": 0.7295559048652649,
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"eval_runtime": 0.9453,
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"eval_samples_per_second": 492.97,
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"eval_steps_per_second": 62.415,
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"step": 104
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.7424892783164978,
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"eval_f1": 0.7401728463897408,
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"eval_f1_binary": 0.7647058823529411,
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"eval_f1_weighted": 0.7455427383816858,
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"eval_loss": 0.9534124732017517,
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"eval_runtime": 0.7364,
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"eval_samples_per_second": 632.823,
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"eval_steps_per_second": 80.121,
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"step": 208
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.7618025541305542,
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"eval_f1": 0.7543816329922364,
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"eval_f1_binary": 0.7970749542961609,
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"eval_f1_weighted": 0.7637265230630523,
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"eval_loss": 1.0867007970809937,
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"eval_runtime": 0.736,
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"eval_samples_per_second": 633.169,
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"eval_steps_per_second": 80.165,
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"step": 312
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.7532188892364502,
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"eval_f1": 0.7470105321795617,
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"eval_f1_binary": 0.7866419294990724,
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"eval_f1_weighted": 0.7556852157130167,
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"eval_loss": 1.2413438558578491,
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"eval_runtime": 0.7367,
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"eval_samples_per_second": 632.508,
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"eval_steps_per_second": 80.082,
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"step": 416
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},
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{
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"epoch": 4.81,
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"learning_rate": 9.316239316239318e-06,
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"loss": 0.1347,
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"step": 500
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},
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{
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"epoch": 5.0,
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"eval_accuracy": 0.7682403326034546,
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"eval_f1": 0.7565779291131405,
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"eval_f1_binary": 0.8098591549295775,
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"eval_f1_weighted": 0.7682403433476395,
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"eval_loss": 1.2424249649047852,
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"eval_runtime": 0.7359,
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"eval_samples_per_second": 633.202,
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"eval_steps_per_second": 80.169,
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"step": 520
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}
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],
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"max_steps": 936,
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"num_train_epochs": 9,
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"total_flos": 550898794160640.0,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:b32828f31b46ce6b06ec54c7895e01003dafbca56a8af9b867f2b06c70908f98
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size 2735
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vocab.txt
ADDED
The diff for this file is too large to render.
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