Sanzana Lora commited on
Upload 11 files
Browse files- config.json +43 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- trainer_state.json +76 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "csebuetnlp/banglabert",
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"architectures": [
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"ElectraForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"embedding_size": 768,
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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": 0,
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"1": 1,
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"2": 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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"0": 0,
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"1": 1,
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"2": 2
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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": "electra",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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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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"summary_activation": "gelu",
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"summary_last_dropout": 0.1,
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"summary_type": "first",
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"summary_use_proj": true,
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"task_specific_params": {
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"finetuned": true
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},
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"torch_dtype": "float32",
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"transformers_version": "4.11.0.dev0",
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"type_vocab_size": 2,
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"vocab_size": 32000
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:02beba05584c751c3d3ac175d5bec51090ef82889f9ea239302a4f078b2af324
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size 885083345
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:668c4a0ad68897681e24370dde42e9a68301098659483716309e86232d28d00a
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size 442569161
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c3192583f527d731f7eacd327b0ae96db503f69259f461b511d4a2debb1a4fba
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size 14657
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scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:91d9112604f9151814fbabf650061431121280f4a3332b1d5f30e0b406f999a9
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size 559
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ab30e4fc2dcc56bde2f92dcb3c805b8cb3b5dd1ceaf6254ac78d236527ee31b1
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size 623
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer_config.json
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{"do_lower_case": false, "do_basic_tokenize": true, "never_split": null, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": false, "strip_accents": null, "special_tokens_map_file": null, "full_tokenizer_file": null, "tokenizer_file": null, "name_or_path": "csebuetnlp/banglabert", "tokenizer_class": "ElectraTokenizer"}
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trainer_state.json
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{
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"best_metric": 0.7233428496645763,
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"best_model_checkpoint": "outputs/banglabert/checkpoint-1179",
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"epoch": 3.0,
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"global_step": 1179,
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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": 0.0,
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"learning_rate": 3.3898305084745766e-07,
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"loss": 1.1083,
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"step": 1
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},
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{
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"epoch": 1.0,
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"learning_rate": 2.970782280867107e-05,
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"loss": 0.7903,
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"step": 393
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.7364390555201021,
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"eval_f1": 0.6591342767636649,
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"eval_loss": 0.6260421276092529,
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"eval_precision": 0.716418619657342,
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"eval_recall": 0.6696257402218171,
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"eval_runtime": 0.9075,
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"eval_samples_per_second": 1726.789,
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"eval_steps_per_second": 53.997,
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"step": 393
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},
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{
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"epoch": 2.0,
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"learning_rate": 1.4891611687087655e-05,
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"loss": 0.5167,
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"step": 786
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.7523931078493937,
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"eval_f1": 0.6965041241727926,
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"eval_loss": 0.6028799414634705,
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"eval_precision": 0.7288354571291619,
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"eval_recall": 0.6975188399488532,
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"eval_runtime": 0.907,
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"eval_samples_per_second": 1727.768,
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"eval_steps_per_second": 54.027,
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"step": 786
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},
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{
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"epoch": 3.0,
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"learning_rate": 7.540056550424129e-08,
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"loss": 0.3229,
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"step": 1179
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.7587747287811104,
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"eval_f1": 0.7233428496645763,
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"eval_loss": 0.6502572298049927,
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"eval_precision": 0.7325984484643606,
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"eval_recall": 0.7204468990033644,
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"eval_runtime": 0.9072,
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"eval_samples_per_second": 1727.261,
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"eval_steps_per_second": 54.011,
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"step": 1179
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}
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],
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"max_steps": 1179,
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"num_train_epochs": 3,
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"total_flos": 1049740313791680.0,
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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
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version https://git-lfs.github.com/spec/v1
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oid sha256:647f0a1915874e3220e263708fb7a3b71287c2a4a078bd97b436ac66a30723a5
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size 2671
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vocab.txt
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