Ubuntu
commited on
Commit
•
641c279
1
Parent(s):
9300674
add model
Browse files- added_tokens.json +3 -0
- config.json +41 -0
- eval.jsonl +6 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +9 -0
- spm.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +17 -0
- training_cfg.json +27 -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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"id2label": {
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"0": "LABEL_0"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"LABEL_0": 0
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},
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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": "4.25.1",
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"type_vocab_size": 0,
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"vocab_size": 128100
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}
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eval.jsonl
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{"eval_loss": 0.6821334362030029, "eval_rmse": 0.8259137272834778, "eval_spearman": 0.6366639193422842, "eval_pearson": 0.6731962999298167, "eval_runtime": 2.0034, "eval_samples_per_second": 120.795, "eval_steps_per_second": 15.474, "epoch": 1.0, "eval_set": "osu"}
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{"eval_loss": 1.3671470880508423, "eval_rmse": 1.1692506074905396, "eval_spearman": 0.46622255846621397, "eval_pearson": 0.4136858459894459, "eval_runtime": 13.114, "eval_samples_per_second": 139.012, "eval_steps_per_second": 17.386, "epoch": 1.0, "eval_set": "healthver"}
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{"eval_loss": 0.7539231181144714, "eval_rmse": 0.8682874441146851, "eval_spearman": 0.5488431129607819, "eval_pearson": 0.538707782127853, "eval_runtime": 0.8721, "eval_samples_per_second": 136.452, "eval_steps_per_second": 17.2, "epoch": 1.0, "eval_set": "deepset_1"}
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{"eval_loss": 0.49185943603515625, "eval_rmse": 0.7013269662857056, "eval_spearman": 0.6717814226965486, "eval_pearson": 0.691180339379398, "eval_runtime": 1.1756, "eval_samples_per_second": 132.7, "eval_steps_per_second": 17.013, "epoch": 1.0, "eval_set": "deepset_2"}
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{"eval_loss": 0.9618063569068909, "eval_rmse": 0.9807172417640686, "eval_spearman": 0.3984599642180852, "eval_pearson": 0.41185545800624546, "eval_runtime": 2.5757, "eval_samples_per_second": 134.33, "eval_steps_per_second": 17.082, "epoch": 1.0, "eval_set": "deepset_3"}
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{"eval_loss": 0.7669643759727478, "eval_rmse": 0.8757649064064026, "eval_spearman": 0.4542610937998787, "eval_pearson": 0.4986133277496825, "eval_runtime": 1.5198, "eval_samples_per_second": 135.546, "eval_steps_per_second": 17.108, "epoch": 1.0, "eval_set": "deepset_4"}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:2085c6d3c342fc79ad74d556a5a86c45a92a27f914fe8e768c51d211c4ee92a7
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size 1740389291
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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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"model_max_length": 1000000000000000019884624838656,
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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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training_cfg.json
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{
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"model_name": "microsoft/deberta-v3-large",
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"lr": 6e-06,
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"epochs": 1,
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"weight_decay": 0.01,
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"train_bs": 3,
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"eval_bs": 8,
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"gradient_accumulation_steps": 8,
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"gradient_checkpointing": false,
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"eval_datasets": [
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{"path": "./data/all_eval/osu_eval.csv", "name": "osu"},
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{"path": "./data/all_eval/healthver_eval.csv", "name": "healthver"},
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{"path": "./data/all_eval/deepset_1_eval.csv", "name": "deepset_1"},
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{"path": "./data/all_eval/deepset_2_eval.csv", "name": "deepset_2"},
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{"path": "./data/all_eval/deepset_3_eval.csv", "name": "deepset_3"},
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{"path": "./data/all_eval/deepset_4_eval.csv", "name": "deepset_4"}
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],
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"train_dataset_path": "./data/all_training/all_train_v2_pseudo.csv",
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"ensemble_model_predictions": [
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"mathislucka/deberta-large-hallucination-eval-v2",
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"mathislucka/deberta-base-hallucination-eval-v2",
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"models/albert-xxlarge-v2-optim-data-v1",
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"models/deberta-base-v3-no-atomic-wfc-nq",
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"models/deberta-v3-large-data-optim-v2"
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],
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"half_precision": true
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}
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