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Parent(s):
Super-squash branch 'main' using huggingface_hub
Browse filesCo-authored-by: SFconvertbot <SFconvertbot@users.noreply.huggingface.co>
- .gitattributes +34 -0
- .gitignore +1 -0
- README.md +87 -0
- all_results.json +14 -0
- config.json +41 -0
- eval_results.json +9 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +5 -0
- tokenizer_config.json +34 -0
- train_results.json +8 -0
- trainer_state.json +297 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitattributes
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.gitignore
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checkpoint-*/
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README.md
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---
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tags:
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- generated_from_trainer
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- stable diffusion
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- beautiful
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- masterpiece
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datasets:
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- Gustavosta/Stable-Diffusion-Prompts
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model-index:
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- name: tiny-gpt2-magicprompt
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results: []
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widget:
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- text: "morning sun over Jakarta"
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example_title: "morning sun"
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- text: "WARNING: pip is"
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example_title: "pip"
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- text: "sentient cheese"
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example_title: "sentient cheese"
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- text: "cheeps are"
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example_title: "cheeps"
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parameters:
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min_length: 32
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max_length: 64
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no_repeat_ngram_size: 1
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do_sample: True
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---
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# tiny-gpt2-magicprompt
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~~Generate/augment your prompt, stable diffusion style.~~ Enter a new dimension of creativity
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This model is a fine-tuned version of [sshleifer/tiny-gpt2](https://huggingface.co/sshleifer/tiny-gpt2) on the Gustavosta/Stable-Diffusion-Prompts dataset.
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It achieves the following results on the evaluation set:
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- Loss: 10.7918
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- perplexity: 48618.8756
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## Intended uses & limitations
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???
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## Training and evaluation data
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refer to the `Gustavosta/Stable-Diffusion-Prompts` dataset.
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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: 0.0001
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- train_batch_size: 8
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- eval_batch_size: 2
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- gradient_accumulation_steps: 32
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- total_train_batch_size: 512
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- total_eval_batch_size: 4
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.05
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- num_epochs: 10.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 10.8201 | 0.96 | 16 | 10.8191 |
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| 10.8167 | 1.96 | 32 | 10.8145 |
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| 10.8117 | 2.96 | 48 | 10.8095 |
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| 10.8058 | 3.96 | 64 | 10.8025 |
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| 10.7997 | 4.96 | 80 | 10.7989 |
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| 10.7959 | 5.96 | 96 | 10.7947 |
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| 10.7934 | 6.96 | 112 | 10.7925 |
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| 10.7924 | 7.96 | 128 | 10.7919 |
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| 10.7921 | 8.96 | 144 | 10.7918 |
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| 10.792 | 9.96 | 160 | 10.7918 |
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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 2.6.1
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- Tokenizers 0.13.1
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all_results.json
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{
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"epoch": 9.96,
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"eval_loss": 10.791767120361328,
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"eval_runtime": 5.99,
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"eval_samples": 444,
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"eval_samples_per_second": 74.123,
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"eval_steps_per_second": 18.531,
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"perplexity": 48618.875553525686,
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"train_loss": 11.18234748840332,
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"train_runtime": 256.0921,
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"train_samples": 8516,
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"train_samples_per_second": 332.537,
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"train_steps_per_second": 0.625
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}
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config.json
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{
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"_name_or_path": "sshleifer/tiny-gpt2",
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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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"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": 2,
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"n_head": 2,
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"n_inner": null,
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"n_layer": 2,
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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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"no_repeat_ngram_size": 2,
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"repetition_penalty": 4.5,
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"max_length": 48
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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": 50257
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}
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eval_results.json
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{
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"epoch": 9.96,
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"eval_loss": 10.791767120361328,
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| 4 |
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"eval_runtime": 5.99,
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| 5 |
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"eval_samples": 444,
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| 6 |
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"eval_samples_per_second": 74.123,
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| 7 |
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"eval_steps_per_second": 18.531,
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"perplexity": 48618.875553525686
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}
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merges.txt
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See raw diff
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3dab14e92b6aed2ecce2f51fe5451cfeac14420af24a5d0ee8820964617851f4
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size 2510830
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pytorch_model.bin
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size 2517777
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special_tokens_map.json
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tokenizer_config.json
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},
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train_results.json
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{
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"epoch": 9.96,
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"train_loss": 11.18234748840332,
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"train_runtime": 256.0921,
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| 271 |
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| 272 |
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|
| 273 |
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| 274 |
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{
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| 275 |
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|
| 276 |
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| 277 |
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| 278 |
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|
| 279 |
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|
| 280 |
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"step": 160
|
| 281 |
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},
|
| 282 |
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{
|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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| 287 |
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| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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| 295 |
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"trial_name": null,
|
| 296 |
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"trial_params": null
|
| 297 |
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training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:df9898973cea8c762a9cf27d5d9600cb8f1d87e0fa027798e8e32396be472be2
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| 3 |
+
size 3387
|
vocab.json
ADDED
|
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|
|