Commit
·
dfa25c5
1
Parent(s):
43aed45
adding model finetuned on mldoc
Browse files- all_results.json +14 -0
- config.json +46 -0
- eval_results.json +9 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +9 -0
- tokenizer.json +0 -0
- tokenizer_config.json +23 -0
- train_results.json +8 -0
- trainer_state.json +136 -0
- training_args.bin +3 -0
all_results.json
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{
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"epoch": 4.0,
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"eval_accuracy": 0.9649999737739563,
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"eval_loss": 0.14659787714481354,
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"eval_runtime": 1.8722,
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"eval_samples": 1000,
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"eval_samples_per_second": 534.122,
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"eval_steps_per_second": 17.092,
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"train_loss": 0.07292293032278886,
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"train_runtime": 179.7572,
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"train_samples": 9458,
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| 12 |
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"train_samples_per_second": 210.462,
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"train_steps_per_second": 6.587
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}
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config.json
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{
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"_name_or_path": "dccuchile/albert-base-10-spanish",
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"architectures": [
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"AlbertForSequenceClassification"
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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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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3"
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},
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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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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3
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},
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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": 10,
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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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"problem_type": "single_label_classification",
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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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eval_results.json
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{
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"epoch": 4.0,
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"eval_accuracy": 0.9649999737739563,
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"eval_loss": 0.14659787714481354,
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"eval_runtime": 1.8722,
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"eval_samples": 1000,
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"eval_samples_per_second": 534.122,
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"eval_steps_per_second": 17.092
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}
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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:f9871f9d0177a75c7e1c538e3476473cdd3aefff9c2b758df6292f230affd8c1
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size 47272325
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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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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": "dccuchile/albert-base-10-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_results.json
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{
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"epoch": 4.0,
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"train_loss": 0.07292293032278886,
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"train_runtime": 179.7572,
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"train_samples": 9458,
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"train_samples_per_second": 210.462,
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"train_steps_per_second": 6.587
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}
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trainer_state.json
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{
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"best_metric": 0.14659787714481354,
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"best_model_checkpoint": "/home/jcanete/ft-data/all_results/mldoc/albeto_base_10/epochs_4_bs_32_lr_5e-5/checkpoint-700",
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"epoch": 4.0,
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"global_step": 1184,
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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": 0.34,
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"eval_accuracy": 0.746999979019165,
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"eval_runtime": 1.8687,
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"eval_steps_per_second": 17.124,
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"step": 100
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},
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{
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"epoch": 0.68,
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"step": 200
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},
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{
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"epoch": 1.01,
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"step": 300
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{
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"epoch": 1.35,
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"step": 400
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{
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"learning_rate": 2.8927364864864863e-05,
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"loss": 0.1279,
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{
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},
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{
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{
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},
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{
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"step": 1000
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},
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{
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"epoch": 3.72,
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},
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{
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"epoch": 4.0,
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}
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],
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"max_steps": 1184,
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"num_train_epochs": 4,
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"total_flos": 824085797689344.0,
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"trial_name": null,
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"trial_params": null
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}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4de604a5285733dd090bbdec57cdcf6e991793ac06ac3a2a5d9b778da2977075
|
| 3 |
+
size 3515
|