Add augmented BERT
Browse files- .gitattributes +1 -0
- config.json +39 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +3 -0
- tokenizer_config.json +54 -0
- trainer_state.json +69 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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config.json
ADDED
@@ -0,0 +1,39 @@
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{
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"_name_or_path": "xlm-roberta-base",
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"architectures": [
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"XLMRobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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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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},
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"initializer_range": 0.02,
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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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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "xlm-roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"pad_token_id": 1,
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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": "4.40.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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}
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model.safetensors
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2a92240bad1c7fb9befbf021a62fad5feb1e2a3990d53a28d160a39bb1cac7b
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size 1112208084
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optimizer.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:f10419e94a765ca488575093ca0e4f7c4deb4dd1e16e0b9abb34f9ffe4ce896e
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size 2224535738
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rng_state.pth
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c65c8debb1ebe2735825b8fe600f5c48a6b955c168b67c3324ddca054a6efc6
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size 14244
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scheduler.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:709e48b007a54c8e682d10b10c4e5282922aee30a9e7dc3f9c878f0e56436182
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size 1064
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sentencepiece.bpe.model
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
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size 5069051
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special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tokenizer.json
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:8373f9cd3d27591e1924426bcc1c8799bc5a9affc4fc857982c5d66668dd1f41
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size 17082832
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tokenizer_config.json
ADDED
@@ -0,0 +1,54 @@
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{
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"250001": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": "<mask>",
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "XLMRobertaTokenizer",
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"unk_token": "<unk>"
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}
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trainer_state.json
ADDED
@@ -0,0 +1,69 @@
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{
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"best_metric": 0.9109132885932922,
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"best_model_checkpoint": "bert-combined/checkpoint-1500",
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"epoch": 1.1029411764705883,
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"eval_steps": 500,
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"global_step": 1500,
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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": 0.36764705882352944,
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"grad_norm": 3.704710006713867,
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"learning_rate": 9.080882352941177e-06,
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"loss": 0.9954,
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"step": 500
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},
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{
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"epoch": 0.36764705882352944,
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"eval_accuracy": 0.5526893523600439,
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"eval_loss": 0.9458832144737244,
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"eval_runtime": 39.4256,
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"eval_samples_per_second": 92.427,
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"eval_steps_per_second": 2.892,
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"step": 500
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},
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{
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"epoch": 0.7352941176470589,
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"grad_norm": 5.2961835861206055,
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"learning_rate": 8.161764705882354e-06,
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"loss": 0.9644,
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"step": 1000
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},
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{
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"epoch": 0.7352941176470589,
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"eval_accuracy": 0.5760153677277717,
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"eval_loss": 0.9222443699836731,
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"eval_runtime": 39.4362,
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"eval_samples_per_second": 92.402,
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"eval_steps_per_second": 2.891,
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"step": 1000
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},
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{
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"epoch": 1.1029411764705883,
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"grad_norm": 7.299610614776611,
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"learning_rate": 7.24264705882353e-06,
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"loss": 0.951,
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"step": 1500
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},
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{
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"epoch": 1.1029411764705883,
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"eval_accuracy": 0.5927552140504939,
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"eval_loss": 0.9109132885932922,
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"eval_runtime": 40.7062,
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"eval_samples_per_second": 89.519,
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"eval_steps_per_second": 2.801,
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"step": 1500
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}
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],
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"logging_steps": 500,
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"max_steps": 5440,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 4,
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"save_steps": 500,
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"total_flos": 1.1886933874968432e+16,
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"train_batch_size": 32,
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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
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:cec2760b2c92b3f867e3b123b32141b736c60fd4df2722a6c0aa2c9780a182fb
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size 4984
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