Commit ·
2793ba9
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Parent(s): ab12efa
Upload 11 files
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 +1 -0
- spiece.model +3 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +133 -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: epoch_10_1
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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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# epoch_10_1
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This model is a fine-tuned version of [rinna/japanese-gpt2-medium](https://huggingface.co/rinna/japanese-gpt2-medium) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2078
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- Accuracy: 0.7527
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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: 3
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- eval_batch_size: 3
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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 4.18.0.dev0
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- Pytorch 1.11.0+cu102
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- Datasets 2.0.0
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- Tokenizers 0.11.6
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all_results.json
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{
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"epoch": 10.0,
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"eval_accuracy": 0.7527454204826329,
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"eval_loss": 1.2078169584274292,
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"eval_runtime": 282.4779,
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"eval_samples": 2732,
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"eval_samples_per_second": 9.672,
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"eval_steps_per_second": 3.225,
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"perplexity": 3.3461718411294057,
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"train_loss": 1.7279373135446325,
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"train_runtime": 6450.8845,
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"train_samples": 2732,
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"train_samples_per_second": 4.235,
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"train_steps_per_second": 1.412
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}
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config.json
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{
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"_name_or_path": "rinna/japanese-gpt2-medium",
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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": 1024,
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"n_head": 16,
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"n_inner": 4096,
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"n_layer": 24,
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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": "4.18.0.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": 0.7527454204826329,
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"eval_loss": 1.2078169584274292,
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"eval_runtime": 282.4779,
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"eval_samples": 2732,
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"eval_samples_per_second": 9.672,
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"eval_steps_per_second": 3.225,
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"perplexity": 3.3461718411294057
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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 sha256:5fdae8a559e03c6ce19615ef8fb5d6212a395fb1b5378c3ff75f10451d4728b2
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size 1369801817
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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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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{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "[PAD]", "extra_ids": 0, "additional_special_tokens": [], "sp_model_kwargs": {}, "bos_token": "<s>", "cls_token": "[CLS]", "sep_token": "[SEP]", "mask_token": "[MASK]", "do_lower_case": true, "use_fast": false, "special_tokens_map_file": "/home/seich/.cache/huggingface/transformers/42091916a8a40b3949b8a4f56ce63e437a166ae0e88d1d15546860c13bdc5ceb.9049458ebcd1cf666b7b0a046aa394597f12e611077571cfc86e0938f8675d82", "name_or_path": "rinna/japanese-gpt2-medium", "tokenizer_class": "T5Tokenizer"}
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train_results.json
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{
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trainer_state.json
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| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
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"epoch": 9.33,
|
| 108 |
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"learning_rate": 3.3479692645444565e-06,
|
| 109 |
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"loss": 1.395,
|
| 110 |
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"step": 8500
|
| 111 |
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},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 9.88,
|
| 114 |
+
"learning_rate": 6.037321624588365e-07,
|
| 115 |
+
"loss": 1.3817,
|
| 116 |
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"step": 9000
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"epoch": 10.0,
|
| 120 |
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"step": 9110,
|
| 121 |
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"total_flos": 5.074420594900992e+16,
|
| 122 |
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| 123 |
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| 124 |
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"train_samples_per_second": 4.235,
|
| 125 |
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"train_steps_per_second": 1.412
|
| 126 |
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}
|
| 127 |
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],
|
| 128 |
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"max_steps": 9110,
|
| 129 |
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"num_train_epochs": 10,
|
| 130 |
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|
| 131 |
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"trial_name": null,
|
| 132 |
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|
| 133 |
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}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:bcf8702d07bf20dfa11191146f1ad63e92f90f981a7a2b9396e3012cd35db0fb
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| 3 |
+
size 3055
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