Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
text-embeddings-inference
Instructions to use RavingRabbit/eformConsult with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use RavingRabbit/eformConsult with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="RavingRabbit/eformConsult")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("RavingRabbit/eformConsult") model = AutoModelForSequenceClassification.from_pretrained("RavingRabbit/eformConsult", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit ·
7c48390
1
Parent(s): 7871ed3
Training in progress, epoch 5
Browse files- model.safetensors +1 -1
- run-6/checkpoint-1070/config.json +25 -0
- run-6/checkpoint-1070/model.safetensors +3 -0
- run-6/checkpoint-1070/optimizer.pt +3 -0
- run-6/checkpoint-1070/rng_state.pth +3 -0
- run-6/checkpoint-1070/scheduler.pt +3 -0
- run-6/checkpoint-1070/special_tokens_map.json +7 -0
- run-6/checkpoint-1070/tokenizer.json +0 -0
- run-6/checkpoint-1070/tokenizer_config.json +55 -0
- run-6/checkpoint-1070/trainer_state.json +56 -0
- run-6/checkpoint-1070/training_args.bin +3 -0
- run-6/checkpoint-1070/vocab.txt +0 -0
- run-6/checkpoint-1605/config.json +25 -0
- run-6/checkpoint-1605/model.safetensors +3 -0
- run-6/checkpoint-1605/optimizer.pt +3 -0
- run-6/checkpoint-1605/rng_state.pth +3 -0
- run-6/checkpoint-1605/scheduler.pt +3 -0
- run-6/checkpoint-1605/special_tokens_map.json +7 -0
- run-6/checkpoint-1605/tokenizer.json +0 -0
- run-6/checkpoint-1605/tokenizer_config.json +55 -0
- run-6/checkpoint-1605/trainer_state.json +71 -0
- run-6/checkpoint-1605/training_args.bin +3 -0
- run-6/checkpoint-1605/vocab.txt +0 -0
- run-6/checkpoint-2140/config.json +25 -0
- run-6/checkpoint-2140/model.safetensors +3 -0
- run-6/checkpoint-2140/optimizer.pt +3 -0
- run-6/checkpoint-2140/rng_state.pth +3 -0
- run-6/checkpoint-2140/scheduler.pt +3 -0
- run-6/checkpoint-2140/special_tokens_map.json +7 -0
- run-6/checkpoint-2140/tokenizer.json +0 -0
- run-6/checkpoint-2140/tokenizer_config.json +55 -0
- run-6/checkpoint-2140/trainer_state.json +86 -0
- run-6/checkpoint-2140/training_args.bin +3 -0
- run-6/checkpoint-2140/vocab.txt +0 -0
- run-6/checkpoint-2675/config.json +25 -0
- run-6/checkpoint-2675/model.safetensors +3 -0
- run-6/checkpoint-2675/optimizer.pt +3 -0
- run-6/checkpoint-2675/rng_state.pth +3 -0
- run-6/checkpoint-2675/scheduler.pt +3 -0
- run-6/checkpoint-2675/special_tokens_map.json +7 -0
- run-6/checkpoint-2675/tokenizer.json +0 -0
- run-6/checkpoint-2675/tokenizer_config.json +55 -0
- run-6/checkpoint-2675/trainer_state.json +101 -0
- run-6/checkpoint-2675/training_args.bin +3 -0
- run-6/checkpoint-2675/vocab.txt +0 -0
- runs/Dec23_02-11-24_38c624d3e13b/events.out.tfevents.1703300275.38c624d3e13b.382.8 +2 -2
model.safetensors
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run-6/checkpoint-1070/config.json
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{
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"_name_or_path": "distilbert-base-uncased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"initializer_range": 0.02,
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.36.2",
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"vocab_size": 30522
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}
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run-6/checkpoint-1070/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 267832560
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run-6/checkpoint-1070/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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run-6/checkpoint-1070/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14180
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run-6/checkpoint-1070/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1064
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run-6/checkpoint-1070/special_tokens_map.json
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{
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"cls_token": "[CLS]",
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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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run-6/checkpoint-1070/tokenizer.json
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run-6/checkpoint-1070/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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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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"100": {
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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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"101": {
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"content": "[CLS]",
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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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"102": {
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"content": "[SEP]",
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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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"103": {
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"content": "[MASK]",
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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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},
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_lower_case": true,
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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": "[SEP]",
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| 51 |
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "DistilBertTokenizer",
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"unk_token": "[UNK]"
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}
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run-6/checkpoint-1070/trainer_state.json
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{
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"best_metric": 0.5083396333380269,
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"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-6/checkpoint-1070",
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"epoch": 2.0,
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+
"eval_steps": 500,
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"global_step": 1070,
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"is_hyper_param_search": true,
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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": 0.93,
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"learning_rate": 1.3543559458705673e-05,
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"loss": 0.5213,
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"step": 500
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},
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{
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"epoch": 1.0,
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"eval_loss": 0.48579296469688416,
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"eval_matthews_correlation": 0.4326078706030828,
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| 21 |
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"eval_runtime": 0.7405,
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"eval_samples_per_second": 1408.497,
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"eval_steps_per_second": 89.128,
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"step": 535
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},
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{
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"epoch": 1.87,
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"learning_rate": 1.0430097514175634e-05,
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"loss": 0.3536,
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"step": 1000
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},
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{
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"epoch": 2.0,
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"eval_loss": 0.4809291660785675,
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"eval_matthews_correlation": 0.5083396333380269,
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| 36 |
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"eval_runtime": 0.8098,
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| 37 |
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"eval_samples_per_second": 1287.978,
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| 38 |
+
"eval_steps_per_second": 81.502,
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"step": 1070
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}
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],
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"logging_steps": 500,
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"max_steps": 2675,
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| 44 |
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"num_input_tokens_seen": 0,
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"num_train_epochs": 5,
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| 46 |
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"save_steps": 500,
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"total_flos": 86023345530732.0,
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| 48 |
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"train_batch_size": 16,
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| 49 |
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"trial_name": null,
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| 50 |
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"trial_params": {
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| 51 |
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"learning_rate": 1.6657021403235714e-05,
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| 52 |
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"num_train_epochs": 5,
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| 53 |
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"per_device_train_batch_size": 16,
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"seed": 10
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}
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}
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run-6/checkpoint-1070/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:1602644d43508d97754d969043bdfa579484259dbb7a0f5abcd3f731f492e3d4
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size 4792
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run-6/checkpoint-1070/vocab.txt
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run-6/checkpoint-1605/config.json
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{
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"_name_or_path": "distilbert-base-uncased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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| 11 |
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"initializer_range": 0.02,
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| 12 |
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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| 19 |
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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| 21 |
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.36.2",
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"vocab_size": 30522
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}
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run-6/checkpoint-1605/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1ad2941304c0236ecfb47b05935046594de3ed267c51b107739bf7690e24da51
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size 267832560
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run-6/checkpoint-1605/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4b41670a9285f7877c08e50b95649b10406309f2a7a7f601892f08bd1600f6e4
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size 535727290
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run-6/checkpoint-1605/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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run-6/checkpoint-1605/scheduler.pt
ADDED
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run-6/checkpoint-1605/special_tokens_map.json
ADDED
|
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run-6/checkpoint-1605/tokenizer.json
ADDED
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run-6/checkpoint-1605/tokenizer_config.json
ADDED
|
@@ -0,0 +1,55 @@
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run-6/checkpoint-1605/trainer_state.json
ADDED
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run-6/checkpoint-1605/training_args.bin
ADDED
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run-6/checkpoint-1605/vocab.txt
ADDED
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|
run-6/checkpoint-2140/config.json
ADDED
|
@@ -0,0 +1,25 @@
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| 3 |
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| 24 |
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| 25 |
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run-6/checkpoint-2140/model.safetensors
ADDED
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run-6/checkpoint-2140/optimizer.pt
ADDED
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@@ -0,0 +1,3 @@
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size 535727290
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run-6/checkpoint-2140/rng_state.pth
ADDED
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run-6/checkpoint-2140/scheduler.pt
ADDED
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run-6/checkpoint-2140/special_tokens_map.json
ADDED
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| 1 |
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run-6/checkpoint-2140/tokenizer.json
ADDED
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run-6/checkpoint-2140/tokenizer_config.json
ADDED
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@@ -0,0 +1,55 @@
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| 34 |
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|
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|
| 55 |
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|
run-6/checkpoint-2140/trainer_state.json
ADDED
|
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| 56 |
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| 71 |
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| 72 |
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| 78 |
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| 86 |
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run-6/checkpoint-2675/training_args.bin
ADDED
|
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| 1 |
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run-6/checkpoint-2675/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
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|
|
runs/Dec23_02-11-24_38c624d3e13b/events.out.tfevents.1703300275.38c624d3e13b.382.8
CHANGED
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@@ -1,3 +1,3 @@
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