Muhammad Ayoubi
commited on
Initial model upload
Browse files- .gitattributes +1 -0
- README.md +55 -0
- all_results.json +26 -0
- checkpoint-11793/config.json +26 -0
- checkpoint-11793/model.safetensors +3 -0
- checkpoint-11793/optimizer.pt +3 -0
- checkpoint-11793/rng_state.pth +3 -0
- checkpoint-11793/scheduler.pt +3 -0
- checkpoint-11793/tokenizer.json +0 -0
- checkpoint-11793/tokenizer_config.json +22 -0
- checkpoint-11793/trainer_state.json +195 -0
- checkpoint-11793/training_args.bin +3 -0
- checkpoint-7862/config.json +26 -0
- checkpoint-7862/model.safetensors +3 -0
- checkpoint-7862/optimizer.pt +3 -0
- checkpoint-7862/rng_state.pth +3 -0
- checkpoint-7862/scheduler.pt +3 -0
- checkpoint-7862/tokenizer.json +0 -0
- checkpoint-7862/tokenizer_config.json +22 -0
- checkpoint-7862/trainer_state.json +139 -0
- checkpoint-7862/training_args.bin +3 -0
- config.json +26 -0
- eval_nbest_predictions.json +3 -0
- eval_null_odds.json +0 -0
- eval_predictions.json +0 -0
- eval_results.json +20 -0
- model.safetensors +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +22 -0
- train_results.json +9 -0
- trainer_state.json +204 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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eval_nbest_predictions.json filter=lfs diff=lfs merge=lfs -text
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README.md
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| 1 |
+
---
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+
library_name: transformers
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license: apache-2.0
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base_model: PartAI/TookaBERT-Base
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tags:
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- generated_from_trainer
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datasets:
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- IRI2070/PersianSQuAD_v2_fa_tourism_agumented
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| 9 |
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model-index:
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- name: trainer_output
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| 11 |
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results: []
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| 12 |
+
---
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| 13 |
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| 14 |
+
<!-- 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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# trainer_output
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This model is a fine-tuned version of [PartAI/TookaBERT-Base](https://huggingface.co/PartAI/TookaBERT-Base) on the IRI2070/PersianSQuAD_v2_fa_tourism_agumented dataset.
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## Model description
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| 22 |
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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: 3e-05
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- train_batch_size: 40
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- eval_batch_size: 40
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| 41 |
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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| 43 |
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- lr_scheduler_type: linear
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| 44 |
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- num_epochs: 3.0
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| 45 |
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### Training results
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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### Framework versions
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| 51 |
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| 52 |
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- Transformers 5.0.0.dev0
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| 53 |
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- Pytorch 2.6.0+cu124
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| 54 |
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- Datasets 3.5.1
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| 55 |
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- Tokenizers 0.22.1
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all_results.json
ADDED
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{
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| 2 |
+
"epoch": 3.0,
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| 3 |
+
"eval_HasAns_exact": 64.67894792886807,
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| 4 |
+
"eval_HasAns_f1": 82.43932625167922,
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| 5 |
+
"eval_HasAns_total": 9391,
|
| 6 |
+
"eval_NoAns_exact": 91.40980293077311,
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| 7 |
+
"eval_NoAns_f1": 91.40980293077311,
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| 8 |
+
"eval_NoAns_total": 1979,
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| 9 |
+
"eval_best_exact": 69.34036939313984,
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| 10 |
+
"eval_best_exact_thresh": 0.0,
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| 11 |
+
"eval_best_f1": 84.00947342387933,
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| 12 |
+
"eval_best_f1_thresh": 0.0,
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| 13 |
+
"eval_exact": 69.33157431838171,
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| 14 |
+
"eval_f1": 84.00067834912133,
|
| 15 |
+
"eval_runtime": 187.7647,
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| 16 |
+
"eval_samples": 11642,
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| 17 |
+
"eval_samples_per_second": 62.003,
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| 18 |
+
"eval_steps_per_second": 1.555,
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| 19 |
+
"eval_total": 11370,
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| 20 |
+
"total_flos": 1.2323538937939968e+17,
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| 21 |
+
"train_loss": 0.7285093832974275,
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| 22 |
+
"train_runtime": 30100.617,
|
| 23 |
+
"train_samples": 157210,
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| 24 |
+
"train_samples_per_second": 15.668,
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| 25 |
+
"train_steps_per_second": 0.392
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| 26 |
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}
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checkpoint-11793/config.json
ADDED
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{
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"architectures": [
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"BertForQuestionAnswering"
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],
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| 5 |
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"attention_probs_dropout_prob": 0.1,
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| 6 |
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"bos_token_id": 2,
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| 7 |
+
"classifier_dropout": null,
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| 8 |
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"dtype": "float32",
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| 9 |
+
"eos_token_id": 3,
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| 10 |
+
"hidden_act": "gelu",
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| 11 |
+
"hidden_dropout_prob": 0.1,
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| 12 |
+
"hidden_size": 768,
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| 13 |
+
"initializer_range": 0.02,
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| 14 |
+
"intermediate_size": 3072,
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| 15 |
+
"layer_norm_eps": 1e-12,
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| 16 |
+
"max_position_embeddings": 512,
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| 17 |
+
"model_type": "bert",
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| 18 |
+
"num_attention_heads": 12,
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| 19 |
+
"num_hidden_layers": 12,
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| 20 |
+
"pad_token_id": 0,
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| 21 |
+
"position_embedding_type": "absolute",
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| 22 |
+
"transformers_version": "5.0.0.dev0",
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| 23 |
+
"type_vocab_size": 2,
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| 24 |
+
"use_cache": false,
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| 25 |
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"vocab_size": 48000
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| 26 |
+
}
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checkpoint-11793/model.safetensors
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:6d1919e62ac603260226db94a6cf63f587fc0370524317345e62c34583f186e2
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+
size 489288488
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checkpoint-11793/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:178815236e8f5b1cd123cd411a405b7789ecdbfac089136af8ba2e762966c3ea
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size 978696762
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checkpoint-11793/rng_state.pth
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:491dee19e01cb60d93136110291e58b4dacf3dd9ae9706c91c2a4ec628d89735
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size 14244
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checkpoint-11793/scheduler.pt
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:099a2bad42513a69676e5b3b8e66217f8268cbab0bded8dd0412781397878869
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| 3 |
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size 1064
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checkpoint-11793/tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
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checkpoint-11793/tokenizer_config.json
ADDED
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@@ -0,0 +1,22 @@
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{
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"backend": "tokenizers",
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| 3 |
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"bos_token": "<s>",
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| 4 |
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"clean_up_tokenization_spaces": true,
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| 5 |
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"eos_token": "</s>",
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| 6 |
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"is_local": false,
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| 7 |
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"mask_token": "<mask>",
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| 8 |
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"max_length": null,
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| 9 |
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"model_input_names": [
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| 10 |
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"input_ids",
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| 11 |
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"attention_mask"
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+
],
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| 13 |
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"model_max_length": 512,
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| 14 |
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"pad_to_multiple_of": null,
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| 15 |
+
"pad_token": "<pad>",
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| 16 |
+
"pad_token_type_id": 0,
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| 17 |
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"padding_side": "right",
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| 18 |
+
"sep_token": "</s>",
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| 19 |
+
"tokenizer_class": "TokenizersBackend",
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| 20 |
+
"truncation_side": "right",
|
| 21 |
+
"unk_token": "<unk>"
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| 22 |
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}
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checkpoint-11793/trainer_state.json
ADDED
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| 1 |
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{
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| 2 |
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"best_global_step": null,
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| 3 |
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| 4 |
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"best_model_checkpoint": null,
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| 5 |
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"epoch": 3.0,
|
| 6 |
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"eval_steps": 500,
|
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"global_step": 11793,
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"is_hyper_param_search": false,
|
| 9 |
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"is_local_process_zero": true,
|
| 10 |
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"is_world_process_zero": true,
|
| 11 |
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"log_history": [
|
| 12 |
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{
|
| 13 |
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"epoch": 0.1271940981938438,
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"grad_norm": 20.986921310424805,
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"learning_rate": 2.873060290002544e-05,
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"loss": 1.7205758056640625,
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"step": 500
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},
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| 19 |
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{
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"step": 1000
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},
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{
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"learning_rate": 2.6186720936148565e-05,
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"loss": 1.0746712646484375,
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"step": 1500
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},
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{
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"step": 2000
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