Commit
路
0bb4513
1
Parent(s):
f9bed8d
adding model distilled on sqac
Browse files- config.json +33 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +9 -0
- tokenizer.json +0 -0
- tokenizer_config.json +23 -0
- train_metrics.json +232 -0
- validation_metrics.json +278 -0
config.json
ADDED
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{
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"_name_or_path": "CenIA/albert-base-spanish",
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"architectures": [
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"AlbertForQuestionAnswering"
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],
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"attention_probs_dropout_prob": 0,
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"bos_token_id": 2,
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"classifier_dropout_prob": 0.1,
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"down_scale_factor": 1,
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"embedding_size": 128,
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"eos_token_id": 3,
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"gap_size": 0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"inner_group_num": 1,
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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": "albert",
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"net_structure_type": 0,
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"num_attention_heads": 12,
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"num_hidden_groups": 1,
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"num_hidden_layers": 12,
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"num_memory_blocks": 0,
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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": "4.25.1",
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"type_vocab_size": 2,
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"vocab_size": 31000
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}
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pytorch_model.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:e4fa7a7b02ede1f65475e02cd558ee570d718829ddab26c9d071b2866619b522
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size 44903231
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special_tokens_map.json
ADDED
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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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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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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": true,
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"eos_token": "[SEP]",
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"keep_accents": true,
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"mask_token": {
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"__type": "AddedToken",
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"content": "[MASK]",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"model_max_length": 512,
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"name_or_path": "CenIA/albert-base-spanish",
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"pad_token": "<pad>",
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"remove_space": true,
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"sep_token": "[SEP]",
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"special_tokens_map_file": null,
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"tokenizer_class": "AlbertTokenizer",
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"unk_token": "<unk>"
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}
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train_metrics.json
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[
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{
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"kd_train_loss": 1.0947023844902686,
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"ce_train_loss": 1.5232174232573408,
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"epoch": 1
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},
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{
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"kd_train_loss": 0.4552461179098929,
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"ce_train_loss": 0.8548114631174272,
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"epoch": 2
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},
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{
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"kd_train_loss": 0.2430057234852171,
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"ce_train_loss": 0.6025659281720976,
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"epoch": 3
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},
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{
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"kd_train_loss": 0.16731666354193336,
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"ce_train_loss": 0.4961035010406679,
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"epoch": 4
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},
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{
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"kd_train_loss": 0.16175333787696095,
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"ce_train_loss": 0.4779861364980194,
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"epoch": 5
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},
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{
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"kd_train_loss": 0.13541899809904526,
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"ce_train_loss": 0.4445823802826262,
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"epoch": 6
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},
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{
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"kd_train_loss": 0.09306218622966539,
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| 34 |
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"ce_train_loss": 0.38481191638767404,
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| 35 |
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"epoch": 7
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},
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{
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"kd_train_loss": 0.08379529779310373,
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"ce_train_loss": 0.37093287068804964,
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| 40 |
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"epoch": 8
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},
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{
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"kd_train_loss": 0.09277742982147574,
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| 44 |
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"ce_train_loss": 0.3782876192794858,
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| 45 |
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"epoch": 9
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},
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{
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"kd_train_loss": 0.07745065423794564,
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"ce_train_loss": 0.3587679031873858,
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| 50 |
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"epoch": 10
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},
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{
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"kd_train_loss": 0.061601993983148494,
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"ce_train_loss": 0.33865281786260004,
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| 55 |
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"epoch": 11
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},
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{
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"kd_train_loss": 0.061879280213489124,
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"ce_train_loss": 0.33773889633071447,
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"epoch": 12
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},
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{
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"kd_train_loss": 0.06582513749814792,
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"ce_train_loss": 0.3402851090150991,
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"epoch": 13
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},
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{
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"kd_train_loss": 0.05214671272316119,
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"ce_train_loss": 0.32155171622071765,
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| 70 |
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"epoch": 14
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},
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{
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"kd_train_loss": 0.04352427016663758,
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"ce_train_loss": 0.3139693029099261,
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"epoch": 15
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},
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{
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"kd_train_loss": 0.047756410193107376,
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"ce_train_loss": 0.3190439135798025,
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"epoch": 16
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},
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{
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"kd_train_loss": 0.04692017334389549,
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"ce_train_loss": 0.3202453342917768,
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| 85 |
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"epoch": 17
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},
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{
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"kd_train_loss": 0.03696878542872379,
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"ce_train_loss": 0.30533730427093936,
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| 90 |
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"epoch": 18
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},
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{
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"kd_train_loss": 0.03315722367991846,
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| 94 |
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"ce_train_loss": 0.3032886844580573,
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| 95 |
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"epoch": 19
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},
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{
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"kd_train_loss": 0.0393941437929639,
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| 99 |
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"ce_train_loss": 0.3104962869251222,
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"epoch": 20
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},
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{
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"kd_train_loss": 0.03725780002317016,
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"ce_train_loss": 0.308575238288705,
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| 105 |
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"epoch": 21
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},
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{
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"kd_train_loss": 0.027123317775641333,
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"ce_train_loss": 0.2964426196657609,
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| 110 |
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"epoch": 22
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},
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{
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"kd_train_loss": 0.03259203548189647,
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| 114 |
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"ce_train_loss": 0.30378937095884584,
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"epoch": 23
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},
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{
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"kd_train_loss": 0.02507180978475867,
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"ce_train_loss": 0.2968123564478692,
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| 120 |
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"epoch": 24
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},
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{
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"kd_train_loss": 0.018539781134435638,
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"ce_train_loss": 0.28946925138584506,
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"epoch": 25
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{
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"kd_train_loss": 0.016799416104134223,
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"ce_train_loss": 0.28864503644141215,
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"epoch": 26
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{
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"kd_train_loss": 0.0196742503607721,
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"ce_train_loss": 0.29058823078109924,
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"epoch": 27
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},
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{
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"kd_train_loss": 0.023319941088969967,
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"ce_train_loss": 0.2963838350523069,
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| 140 |
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"epoch": 28
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},
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{
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"kd_train_loss": 0.020008223797042132,
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"ce_train_loss": 0.29038273367262757,
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"epoch": 29
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},
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{
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"kd_train_loss": 0.015205842962305498,
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"ce_train_loss": 0.28679023208975907,
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"epoch": 30
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},
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{
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"kd_train_loss": 0.014996169876084736,
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"ce_train_loss": 0.2855800387695403,
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"epoch": 31
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},
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{
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"kd_train_loss": 0.01633226615242186,
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"ce_train_loss": 0.28839117782423723,
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"epoch": 32
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},
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{
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"kd_train_loss": 0.015631119930364822,
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"ce_train_loss": 0.28812513951757684,
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"epoch": 33
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},
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{
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"kd_train_loss": 0.013789654335479013,
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"ce_train_loss": 0.28554097334773554,
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| 170 |
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validation_metrics.json
ADDED
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