Commit
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4230841
1
Parent(s):
f70d42c
Yelp review classification
Browse files- README.md +55 -0
- config.json +39 -0
- model.safetensors +3 -0
- tmp-checkpoint-190/config.json +39 -0
- tmp-checkpoint-190/model.safetensors +3 -0
- tmp-checkpoint-190/optimizer.pt +3 -0
- tmp-checkpoint-190/rng_state.pth +3 -0
- tmp-checkpoint-190/scheduler.pt +3 -0
- tmp-checkpoint-190/trainer_state.json +20 -0
- tmp-checkpoint-190/training_args.bin +3 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: distilbert-base-uncased
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tags:
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- generated_from_trainer
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model-index:
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- name: results
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# results
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3648
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 3
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### Training results
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 2.3.0+cpu
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- Datasets 2.16.1
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- Tokenizers 0.15.2
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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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"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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"4": "LABEL_4"
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},
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"initializer_range": 0.02,
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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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"LABEL_4": 4
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},
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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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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e5ce77735fd8907c73886414789c9e1f957095c5d87488628ac1ff41f7cf312
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size 267841796
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tmp-checkpoint-190/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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"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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"4": "LABEL_4"
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},
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"initializer_range": 0.02,
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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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"LABEL_4": 4
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},
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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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tmp-checkpoint-190/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 267841796
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tmp-checkpoint-190/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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tmp-checkpoint-190/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 13990
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tmp-checkpoint-190/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1064
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tmp-checkpoint-190/trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 19.0,
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"eval_steps": 500,
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"global_step": 190,
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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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"logging_steps": 500,
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"max_steps": 200,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 20,
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"save_steps": 500,
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"total_flos": 201361218355200.0,
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"train_batch_size": 8,
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"trial_name": null,
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"trial_params": null
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}
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tmp-checkpoint-190/training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 4664
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 4664
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