Yokohide031
commited on
Commit
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899aee2
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Parent(s):
36f20c2
init from Shigure
Browse files- README.md +56 -0
- all_results.json +15 -0
- config.json +40 -0
- eval_results.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +9 -0
- spiece.model +3 -0
- tokenizer_config.json +18 -0
- train_results.json +8 -0
- trainer_state.json +31 -0
- training_args.bin +3 -0
README.md
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---
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license: mit
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: output
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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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# output
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This model is a fine-tuned version of [rinna/japanese-gpt2-small](https://huggingface.co/rinna/japanese-gpt2-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.1545
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- Accuracy: 0.4936
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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: 5e-05
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- train_batch_size: 1
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- eval_batch_size: 1
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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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- num_epochs: 10.0
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### Training results
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### Framework versions
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- Transformers 4.25.0.dev0
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- Pytorch 1.13.0+cu117
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- Datasets 2.7.1
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- Tokenizers 0.13.2
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all_results.json
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{
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"epoch": 10.0,
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"eval_accuracy": 0.4935946905386634,
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"eval_loss": 3.154482126235962,
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"eval_runtime": 1.862,
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"eval_samples": 19,
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"eval_samples_per_second": 10.204,
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"eval_steps_per_second": 10.204,
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"perplexity": 23.440894523264475,
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"train_loss": 2.6836741773388053,
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"train_runtime": 266.2205,
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"train_samples": 79,
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"train_samples_per_second": 2.967,
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"train_steps_per_second": 2.967
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}
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config.json
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{
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"_name_or_path": "rinna/japanese-gpt2-small",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 1,
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"embd_pdrop": 0.1,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 768,
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"n_head": 12,
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"n_inner": 3072,
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"n_layer": 12,
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"n_positions": 1024,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.25.0.dev0",
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"use_cache": true,
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"vocab_size": 32000
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}
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eval_results.json
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{
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"epoch": 10.0,
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"eval_accuracy": 0.4935946905386634,
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"eval_loss": 3.154482126235962,
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"eval_runtime": 1.862,
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"eval_samples": 19,
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"eval_samples_per_second": 10.204,
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"eval_steps_per_second": 10.204,
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"perplexity": 23.440894523264475
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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 sha256:2cd6b2ec4e9ba7f042406e542e57ebea55475f5830447fcd96b500ad34c13ad5
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size 454312509
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "[CLS]",
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"eos_token": "</s>",
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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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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:b5cbdfa8aa7c54c8c5af85b78c309c54a5f2749a20468bf6f60eee007fe6fec1
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size 805634
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tokenizer_config.json
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{
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"additional_special_tokens": [],
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"bos_token": "<s>",
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"cls_token": "[CLS]",
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"do_lower_case": true,
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"eos_token": "</s>",
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"extra_ids": 0,
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"mask_token": "[MASK]",
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"model_max_length": 1000000000000000019884624838656,
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"name_or_path": "rinna/japanese-gpt2-small",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"sp_model_kwargs": {},
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"special_tokens_map_file": "/home/yokoda/.cache/huggingface/hub/models--rinna--japanese-gpt2-small/snapshots/d35a68cf1fea74b71708ce898b351471b5c698ce/special_tokens_map.json",
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"tokenizer_class": "T5Tokenizer",
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"unk_token": "<unk>",
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"use_fast": false
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}
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train_results.json
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{
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"epoch": 10.0,
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"train_loss": 2.6836741773388053,
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"train_runtime": 266.2205,
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"train_samples": 79,
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"train_samples_per_second": 2.967,
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"train_steps_per_second": 2.967
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}
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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": 10.0,
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"global_step": 790,
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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": 6.33,
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"learning_rate": 1.8354430379746836e-05,
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"loss": 3.0356,
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"step": 500
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},
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{
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"epoch": 10.0,
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"step": 790,
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"total_flos": 412841410560000.0,
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"train_loss": 2.6836741773388053,
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"train_runtime": 266.2205,
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"train_samples_per_second": 2.967,
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"train_steps_per_second": 2.967
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}
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],
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"max_steps": 790,
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"num_train_epochs": 10,
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"total_flos": 412841410560000.0,
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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:f042ac9b4c029615fa4e25ef729378e9cce6e15dfb0132bd13265b13f80d1cb8
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size 3387
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