yevheniimaslov
commited on
Commit
•
74381b3
1
Parent(s):
f79ba60
fine tuned model, 0.27 loss, 2 epochs, lr 8e-6
Browse files- added_tokens.json +3 -0
- config.json +35 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +9 -0
- spm.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +16 -0
- trainer_state.json +94 -0
- training_args.bin +3 -0
added_tokens.json
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{
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"[MASK]": 128000
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}
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config.json
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{
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"_name_or_path": "microsoft/deberta-v3-large",
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"architectures": [
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"DebertaV2ForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-07,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta-v2",
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"norm_rel_ebd": "layer_norm",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"pad_token_id": 0,
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 1024,
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"pos_att_type": [
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"p2c",
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"c2p"
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],
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"position_biased_input": false,
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"position_buckets": 256,
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"relative_attention": true,
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"share_att_key": true,
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"torch_dtype": "float32",
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"transformers_version": "4.20.1",
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"type_vocab_size": 0,
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"vocab_size": 128100
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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:edae58bc94c5d872a17b71b3a719024ae2251c58582bf7a2e26c6d9b6c833379
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size 3480739801
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4ae18da11e0ab25cd4f437df3c3897b4a8be1ba77977b47eb24afc16d1ab3542
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size 1740393387
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:6df358c0ccc90a3be5bcbda0bb7cabed30b10e770c69335fea93e70dffed3a81
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size 14503
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scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:97f4929d77fac36ce59038ac24b2b58177672a2378378deb6d0a2d2f9f6f2d2b
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size 559
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c8532d2d84cc94e779cfc69fb06135b67c9dc379466e028952e911a80888f97b
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size 623
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special_tokens_map.json
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{
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"bos_token": "[CLS]",
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"cls_token": "[CLS]",
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"eos_token": "[SEP]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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spm.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
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size 2464616
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tokenizer.json
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tokenizer_config.json
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{
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"bos_token": "[CLS]",
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"cls_token": "[CLS]",
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"do_lower_case": false,
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"eos_token": "[SEP]",
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"mask_token": "[MASK]",
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"name_or_path": "microsoft/deberta-v3-large",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"sp_model_kwargs": {},
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"special_tokens_map_file": null,
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"split_by_punct": false,
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"tokenizer_class": "DebertaV2Tokenizer",
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"unk_token": "[UNK]",
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"vocab_type": "spm"
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}
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trainer_state.json
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{
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"best_metric": 0.27896466851234436,
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"best_model_checkpoint": "out/checkpoint-900",
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"epoch": 0.8419083255378859,
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"global_step": 900,
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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": 0.09,
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"eval_loss": 0.3386548161506653,
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"eval_runtime": 3.4462,
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"eval_samples_per_second": 152.924,
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"eval_steps_per_second": 19.152,
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"step": 100
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},
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{
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"epoch": 0.19,
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"eval_loss": 0.32248201966285706,
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"eval_runtime": 3.2636,
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"eval_samples_per_second": 161.477,
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"eval_steps_per_second": 20.223,
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"step": 200
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},
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{
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"epoch": 0.28,
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"eval_loss": 0.3344081938266754,
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"eval_runtime": 3.3846,
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"eval_samples_per_second": 155.706,
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"eval_steps_per_second": 19.5,
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"step": 300
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},
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{
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"epoch": 0.37,
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"eval_loss": 0.37741541862487793,
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"eval_runtime": 3.4216,
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"eval_samples_per_second": 154.02,
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"eval_steps_per_second": 19.289,
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"step": 400
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},
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{
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"epoch": 0.47,
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"learning_rate": 6.9799095266062985e-06,
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"loss": 0.3934,
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"step": 500
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},
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{
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"eval_runtime": 3.2614,
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"eval_samples_per_second": 161.586,
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"eval_steps_per_second": 20.237,
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},
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{
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"epoch": 0.56,
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"eval_loss": 0.3693557381629944,
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"step": 600
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},
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{
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"epoch": 0.65,
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"eval_loss": 0.34475621581077576,
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"eval_steps_per_second": 20.221,
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"step": 700
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},
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{
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"epoch": 0.75,
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"eval_loss": 0.34064173698425293,
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"eval_runtime": 3.2698,
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"eval_samples_per_second": 161.174,
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"eval_steps_per_second": 20.185,
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"step": 800
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},
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{
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"epoch": 0.84,
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"eval_loss": 0.27896466851234436,
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"eval_runtime": 3.2598,
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"eval_samples_per_second": 161.668,
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"eval_steps_per_second": 20.247,
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"step": 900
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}
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],
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"max_steps": 2138,
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"num_train_epochs": 2,
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"total_flos": 148483879153632.0,
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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
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version https://git-lfs.github.com/spec/v1
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oid sha256:934cd1d9a31a28c5e806831d0e6a9fc0d67bd1870f4d899d5089c72b5e38f970
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size 3247
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