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Model: arminmehrabian/distilgpt2-finetuned-wikitext2-agu Source: Original Platform
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checkpoint-*/
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README.md
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---
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license: apache-2.0
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tags:
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- generated_from_trainer
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model-index:
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- name: distilgpt2-finetuned-wikitext2-agu
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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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# distilgpt2-finetuned-wikitext2-agu
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This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.1869
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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: 32
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- eval_batch_size: 32
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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: 50
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-------:|:---------------:|
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| 3.7357 | 1.0 | 13655 | 3.6781 |
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| 3.5721 | 2.0 | 27310 | 3.5302 |
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| 3.4961 | 3.0 | 40965 | 3.4658 |
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| 3.4406 | 4.0 | 54620 | 3.4242 |
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| 3.4043 | 5.0 | 68275 | 3.3943 |
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| 3.3789 | 6.0 | 81930 | 3.3726 |
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| 3.3576 | 7.0 | 95585 | 3.3538 |
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| 3.3389 | 8.0 | 109240 | 3.3389 |
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| 3.3151 | 9.0 | 122895 | 3.3270 |
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| 3.314 | 5.0 | 136545 | 3.3226 |
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| 3.3044 | 6.0 | 163854 | 3.3124 |
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| 3.2931 | 7.0 | 191163 | 3.3078 |
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| 3.2874 | 8.0 | 218472 | 3.3094 |
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| 3.2817 | 9.0 | 245781 | 3.2943 |
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| 3.269 | 10.0 | 273090 | 3.2785 |
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| 3.2423 | 11.0 | 300399 | 3.2651 |
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| 3.2253 | 12.0 | 327708 | 3.2530 |
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| 3.2096 | 13.0 | 355017 | 3.2435 |
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| 3.1939 | 14.0 | 382326 | 3.2326 |
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| 3.1786 | 15.0 | 409635 | 3.2225 |
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| 3.1625 | 16.0 | 436944 | 3.2198 |
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| 3.1619 | 17.0 | 464253 | 3.2180 |
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| 3.1521 | 18.0 | 491562 | 3.2164 |
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| 3.1555 | 19.0 | 518871 | 3.2152 |
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| 3.1523 | 20.0 | 546180 | 3.2164 |
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| 3.1639 | 21.0 | 573489 | 3.2133 |
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| 3.1483 | 22.0 | 600798 | 3.2113 |
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| 3.1497 | 23.0 | 628107 | 3.2077 |
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| 3.1468 | 24.0 | 655416 | 3.2066 |
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| 3.1461 | 25.0 | 682725 | 3.2052 |
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| 3.1391 | 26.0 | 710034 | 3.2039 |
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| 3.1384 | 27.0 | 737343 | 3.2031 |
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| 3.135 | 28.0 | 764652 | 3.2020 |
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| 3.1262 | 29.0 | 791961 | 3.2015 |
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| 3.1357 | 30.0 | 819270 | 3.2019 |
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| 3.1372 | 31.0 | 846579 | 3.2003 |
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| 3.1346 | 32.0 | 873888 | 3.1988 |
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| 3.134 | 33.0 | 901197 | 3.1975 |
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| 3.1256 | 34.0 | 928506 | 3.1965 |
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| 3.1261 | 35.0 | 955815 | 3.1950 |
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| 3.1255 | 36.0 | 983124 | 3.1945 |
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| 3.1278 | 37.0 | 1010433 | 3.1940 |
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| 3.1186 | 38.0 | 1037742 | 3.1934 |
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| 3.1136 | 39.0 | 1065051 | 3.1932 |
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| 3.12 | 40.0 | 1092360 | 3.1931 |
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| 3.12 | 41.0 | 1119669 | 3.1930 |
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| 3.1165 | 42.0 | 1146978 | 3.1914 |
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| 3.1166 | 43.0 | 1174287 | 3.1900 |
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| 3.1139 | 44.0 | 1201596 | 3.1892 |
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| 3.1135 | 45.0 | 1228905 | 3.1885 |
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| 3.1077 | 46.0 | 1256214 | 3.1881 |
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| 3.1097 | 47.0 | 1283523 | 3.1873 |
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| 3.1076 | 48.0 | 1310832 | 3.1872 |
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| 3.102 | 49.0 | 1338141 | 3.1870 |
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| 3.1086 | 50.0 | 1365450 | 3.1869 |
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### Framework versions
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- Transformers 4.18.0
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- Pytorch 1.9.0+cu111
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- Datasets 2.4.0
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- Tokenizers 0.12.1
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config.json
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{
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"_name_or_path": "distilgpt2",
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"_num_labels": 1,
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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": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"id2label": {
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"0": "LABEL_0"
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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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},
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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": null,
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"n_layer": 6,
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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",
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"use_cache": true,
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"vocab_size": 50257
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}
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version https://git-lfs.github.com/spec/v1
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oid sha256:89412489e86198c0ae67696da2f762dad5d9f533a69a86eea8811e64d09fb798
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size 333967901
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{"bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "unk_token": "<|endoftext|>"}
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{"unk_token": "<|endoftext|>", "bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "add_prefix_space": false, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "distilgpt2", "tokenizer_class": "GPT2Tokenizer"}
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version https://git-lfs.github.com/spec/v1
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oid sha256:31bb539e73bc6a0612788783e5b63c172966efe5801441875daa141c3a7e49cc
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size 3119
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