Commit
路
9fe3028
1
Parent(s):
fead68b
adding model distilled on tar
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 +237 -0
- validation_metrics.json +284 -0
config.json
ADDED
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{
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"_name_or_path": "josecannete/albert-base-spanish-6",
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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": 6,
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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 sha256:2dcf4da4bfccdb30c54e6f2c1447a3692ef930e5bd2ba40e26fa2cfa866be816
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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": "josecannete/albert-base-spanish-6",
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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": 0.6830137466867171,
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"ce_train_loss": 1.7628213724558084,
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"epoch": 1
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},
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{
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"kd_train_loss": 0.312156816278328,
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"ce_train_loss": 1.3656892305714694,
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"epoch": 2
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},
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{
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"kd_train_loss": 0.2025291430952338,
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"ce_train_loss": 1.2286346414708065,
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| 15 |
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"epoch": 3
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},
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{
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"kd_train_loss": 0.1675652732452662,
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"epoch": 4
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"epoch": 5
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},
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{
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"kd_train_loss": 0.12487025479499198,
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"ce_train_loss": 1.1171601120514283,
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"epoch": 6
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},
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{
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"kd_train_loss": 0.11275445013108412,
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"ce_train_loss": 1.0968023719815412,
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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": 0.10166890256519719,
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"ce_train_loss": 1.0831254142840065,
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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": 0.09210073803200085,
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| 44 |
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"ce_train_loss": 1.0701948024150536,
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"epoch": 9
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},
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{
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"kd_train_loss": 0.08462942873219091,
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"ce_train_loss": 1.0593493170343609,
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"epoch": 10
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"kd_train_loss": 0.07805590746184791,
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"ce_train_loss": 1.0501136871593257,
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"epoch": 11
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"kd_train_loss": 0.0719236569506949,
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| 59 |
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"epoch": 12
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},
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{
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"kd_train_loss": 0.06575698776675148,
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"ce_train_loss": 1.0340635537927358,
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"epoch": 13
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{
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"kd_train_loss": 0.061664894964740175,
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| 69 |
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"ce_train_loss": 1.0281955557194584,
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"epoch": 14
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},
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{
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"kd_train_loss": 0.05768087919770237,
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"ce_train_loss": 1.0229004654426275,
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"epoch": 15
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},
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{
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"kd_train_loss": 0.05289051104289443,
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"ce_train_loss": 1.0158004854180018,
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"epoch": 16
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},
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{
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"kd_train_loss": 0.04982077079508324,
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| 84 |
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"ce_train_loss": 1.0126711427241923,
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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": 0.04692809136005168,
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| 89 |
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"ce_train_loss": 1.008497337627011,
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"epoch": 18
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},
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{
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"kd_train_loss": 0.04335454953382844,
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| 94 |
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"ce_train_loss": 1.0044087147706189,
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| 95 |
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"epoch": 19
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"kd_train_loss": 0.0412886721984155,
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"ce_train_loss": 1.0013153468914984,
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"epoch": 20
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"kd_train_loss": 0.03853050418126129,
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"ce_train_loss": 0.9989704343575524,
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"epoch": 21
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"kd_train_loss": 0.03571276531279402,
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| 110 |
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"epoch": 22
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"kd_train_loss": 0.03432205324191933,
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"epoch": 23
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| 136 |
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{
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"kd_train_loss": 0.025694916236668967,
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"ce_train_loss": 0.9822443084987549,
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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": 0.024073054125132547,
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"ce_train_loss": 0.9799835870529325,
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| 145 |
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"epoch": 29
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},
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{
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"kd_train_loss": 0.023106643767783645,
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"ce_train_loss": 0.9782071878581511,
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"epoch": 30
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{
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"kd_train_loss": 0.021601043730523305,
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"epoch": 31
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{
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"kd_train_loss": 0.020308788988034395,
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"ce_train_loss": 0.9752770729724222,
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"epoch": 32
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{
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"kd_train_loss": 0.019418448640961868,
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"ce_train_loss": 0.974066774812746,
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"epoch": 33
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validation_metrics.json
ADDED
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