Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +56 -0
- all_results.json +15 -0
- config.json +45 -0
- eval_nbest_predictions.json +3 -0
- eval_predictions.json +0 -0
- eval_results.json +9 -0
- model.safetensors +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +171 -0
- train_results.json +9 -0
- trainer_state.json +497 -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
ADDED
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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| 3 |
+
license: mit
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| 4 |
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base_model: sbintuitions/modernbert-ja-310m
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| 5 |
+
tags:
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- generated_from_trainer
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| 7 |
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datasets:
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- sbintuitions/JSQuAD
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| 9 |
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model-index:
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- name: output
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| 11 |
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results: []
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| 12 |
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---
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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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| 16 |
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# output
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| 18 |
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This model is a fine-tuned version of [sbintuitions/modernbert-ja-310m](https://huggingface.co/sbintuitions/modernbert-ja-310m) on the sbintuitions/JSQuAD dataset.
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| 20 |
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## Model description
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| 22 |
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More information needed
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| 24 |
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## Intended uses & limitations
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| 26 |
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More information needed
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| 28 |
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## Training and evaluation data
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| 30 |
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More information needed
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## Training procedure
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### Training hyperparameters
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| 36 |
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The following hyperparameters were used during training:
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| 38 |
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- learning_rate: 3e-05
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| 39 |
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- train_batch_size: 12
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| 40 |
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- eval_batch_size: 8
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| 41 |
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- seed: 42
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| 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: 1.0
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| 45 |
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- mixed_precision_training: Native AMP
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| 46 |
+
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| 47 |
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### Training results
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| 48 |
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| 49 |
+
|
| 50 |
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| 51 |
+
### Framework versions
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| 52 |
+
|
| 53 |
+
- Transformers 4.52.4
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| 54 |
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- Pytorch 2.10.0.dev20251211+cu128
|
| 55 |
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- Datasets 4.4.1
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| 56 |
+
- Tokenizers 0.21.4
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all_results.json
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@@ -0,0 +1,15 @@
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{
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| 2 |
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"epoch": 1.0,
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| 3 |
+
"eval_exact_match": 79.71634398919406,
|
| 4 |
+
"eval_f1": 79.68257541647907,
|
| 5 |
+
"eval_runtime": 26.8594,
|
| 6 |
+
"eval_samples": 4442,
|
| 7 |
+
"eval_samples_per_second": 165.38,
|
| 8 |
+
"eval_steps_per_second": 20.7,
|
| 9 |
+
"total_flos": 4.56805831292375e+16,
|
| 10 |
+
"train_loss": 0.49690309092388235,
|
| 11 |
+
"train_runtime": 1658.9592,
|
| 12 |
+
"train_samples": 62859,
|
| 13 |
+
"train_samples_per_second": 37.891,
|
| 14 |
+
"train_steps_per_second": 3.158
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| 15 |
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}
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config.json
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@@ -0,0 +1,45 @@
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{
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| 2 |
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"architectures": [
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| 3 |
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"ModernBertForQuestionAnswering"
|
| 4 |
+
],
|
| 5 |
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"attention_bias": false,
|
| 6 |
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"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 1,
|
| 8 |
+
"classifier_activation": "gelu",
|
| 9 |
+
"classifier_bias": false,
|
| 10 |
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"classifier_dropout": 0.0,
|
| 11 |
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"classifier_pooling": "cls",
|
| 12 |
+
"cls_token_id": 6,
|
| 13 |
+
"decoder_bias": true,
|
| 14 |
+
"deterministic_flash_attn": false,
|
| 15 |
+
"embedding_dropout": 0.0,
|
| 16 |
+
"eos_token_id": 2,
|
| 17 |
+
"global_attn_every_n_layers": 3,
|
| 18 |
+
"global_rope_theta": 160000.0,
|
| 19 |
+
"gradient_checkpointing": false,
|
| 20 |
+
"hidden_activation": "gelu",
|
| 21 |
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"hidden_size": 768,
|
| 22 |
+
"initializer_cutoff_factor": 2.0,
|
| 23 |
+
"initializer_range": 0.02,
|
| 24 |
+
"intermediate_size": 3072,
|
| 25 |
+
"layer_norm_eps": 1e-05,
|
| 26 |
+
"local_attention": 128,
|
| 27 |
+
"local_rope_theta": 10000.0,
|
| 28 |
+
"max_position_embeddings": 8192,
|
| 29 |
+
"mlp_bias": false,
|
| 30 |
+
"mlp_dropout": 0.0,
|
| 31 |
+
"model_type": "modernbert",
|
| 32 |
+
"norm_bias": false,
|
| 33 |
+
"norm_eps": 1e-05,
|
| 34 |
+
"num_attention_heads": 12,
|
| 35 |
+
"num_hidden_layers": 25,
|
| 36 |
+
"pad_token_id": 3,
|
| 37 |
+
"position_embedding_type": "rope",
|
| 38 |
+
"repad_logits_with_grad": false,
|
| 39 |
+
"sep_token_id": 4,
|
| 40 |
+
"sparse_pred_ignore_index": -100,
|
| 41 |
+
"sparse_prediction": false,
|
| 42 |
+
"torch_dtype": "float32",
|
| 43 |
+
"transformers_version": "4.52.4",
|
| 44 |
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"vocab_size": 102400
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| 45 |
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}
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eval_nbest_predictions.json
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:acd81724120a080136278ec6c73d2394ffa089dcbe04d428ea1f32a3ebee839d
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| 3 |
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size 23487293
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eval_predictions.json
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eval_results.json
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{
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| 2 |
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"epoch": 1.0,
|
| 3 |
+
"eval_exact_match": 79.71634398919406,
|
| 4 |
+
"eval_f1": 79.68257541647907,
|
| 5 |
+
"eval_runtime": 26.8594,
|
| 6 |
+
"eval_samples": 4442,
|
| 7 |
+
"eval_samples_per_second": 165.38,
|
| 8 |
+
"eval_steps_per_second": 20.7
|
| 9 |
+
}
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model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7ef718ea626b20d83139eb0a16adc6d732cca83edaf855c838e0c9fb973a594e
|
| 3 |
+
size 1260832512
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special_tokens_map.json
ADDED
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{
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| 2 |
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"bos_token": {
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| 3 |
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"content": "<s>",
|
| 4 |
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"lstrip": false,
|
| 5 |
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"normalized": false,
|
| 6 |
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"rstrip": false,
|
| 7 |
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"single_word": false
|
| 8 |
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},
|
| 9 |
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"cls_token": {
|
| 10 |
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"content": "<cls>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
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"normalized": false,
|
| 13 |
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"rstrip": false,
|
| 14 |
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"single_word": false
|
| 15 |
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},
|
| 16 |
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"eos_token": {
|
| 17 |
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"content": "</s>",
|
| 18 |
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"lstrip": false,
|
| 19 |
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"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
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"mask_token": {
|
| 24 |
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"content": "<mask>",
|
| 25 |
+
"lstrip": false,
|
| 26 |
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"normalized": false,
|
| 27 |
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"rstrip": false,
|
| 28 |
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"single_word": false
|
| 29 |
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},
|
| 30 |
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"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
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"lstrip": false,
|
| 33 |
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"normalized": false,
|
| 34 |
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"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
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},
|
| 37 |
+
"sep_token": {
|
| 38 |
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"content": "<sep>",
|
| 39 |
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"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
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"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
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"content": "<unk>",
|
| 46 |
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"lstrip": false,
|
| 47 |
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"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
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"single_word": false
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| 50 |
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}
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| 51 |
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}
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tokenizer.json
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:008293028e1a9d9a1038d9b63d989a2319797dfeaa03f171093a57b33a3a8277
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| 3 |
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size 1831879
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tokenizer_config.json
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{
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| 2 |
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"add_bos_token": true,
|
| 3 |
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"add_dummy_prefix_space": false,
|
| 4 |
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"add_eos_token": true,
|
| 5 |
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"add_prefix_space": false,
|
| 6 |
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"added_tokens_decoder": {
|
| 7 |
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"0": {
|
| 8 |
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"content": "<unk>",
|
| 9 |
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"lstrip": false,
|
| 10 |
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"normalized": false,
|
| 11 |
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"rstrip": false,
|
| 12 |
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"single_word": false,
|
| 13 |
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"special": true
|
| 14 |
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},
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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|
| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 76 |
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| 77 |
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| 78 |
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| 79 |
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| 80 |
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| 81 |
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| 82 |
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| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 92 |
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| 93 |
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| 94 |
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| 95 |
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| 96 |
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| 97 |
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| 98 |
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| 103 |
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| 104 |
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| 109 |
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| 110 |
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| 112 |
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| 113 |
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| 117 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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| 126 |
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| 127 |
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| 128 |
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| 129 |
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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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| 136 |
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| 137 |
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| 138 |
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| 139 |
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| 140 |
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| 141 |
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| 142 |
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| 143 |
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| 144 |
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| 145 |
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| 146 |
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| 147 |
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| 148 |
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| 149 |
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| 150 |
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| 151 |
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| 152 |
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| 153 |
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| 154 |
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| 155 |
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| 156 |
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| 157 |
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| 158 |
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| 159 |
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| 160 |
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| 162 |
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| 163 |
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| 165 |
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| 166 |
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| 167 |
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| 168 |
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| 169 |
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|
| 170 |
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|
| 171 |
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|
train_results.json
ADDED
|
@@ -0,0 +1,9 @@
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|
| 1 |
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{
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| 2 |
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"epoch": 1.0,
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| 3 |
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"total_flos": 4.56805831292375e+16,
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| 4 |
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| 5 |
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| 6 |
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| 7 |
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| 8 |
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"train_steps_per_second": 3.158
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| 9 |
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}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,497 @@
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 7 |
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|
| 9 |
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|
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|
| 11 |
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|
| 19 |
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{
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training_args.bin
ADDED
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