Instructions to use FiveC/TADA-checkpoints with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use FiveC/TADA-checkpoints with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("FiveC/TADA-checkpoints", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Archive verified checkpoint FiveC/za_CN-zh_CN-delete-original
Browse files- .gitattributes +1 -0
- checkpoints/za_CN-zh_CN-delete-original/.gitattributes +36 -0
- checkpoints/za_CN-zh_CN-delete-original/README.md +61 -0
- checkpoints/za_CN-zh_CN-delete-original/config.json +55 -0
- checkpoints/za_CN-zh_CN-delete-original/generation_config.json +37 -0
- checkpoints/za_CN-zh_CN-delete-original/model.safetensors +3 -0
- checkpoints/za_CN-zh_CN-delete-original/tokenizer.json +3 -0
- checkpoints/za_CN-zh_CN-delete-original/tokenizer_config.json +73 -0
- checkpoints/za_CN-zh_CN-delete-original/training_args.bin +3 -0
.gitattributes
CHANGED
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@@ -44,3 +44,4 @@ checkpoints/zh_CN-za_CN-combine/tokenizer.json filter=lfs diff=lfs merge=lfs -te
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checkpoints/zh_CN-za_CN/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoints/zh_CN-za_CN-delete/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoints/zh_CN-za_CN-delete-original/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoints/zh_CN-za_CN/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoints/zh_CN-za_CN-delete/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoints/zh_CN-za_CN-delete-original/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoints/za_CN-zh_CN-delete-original/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoints/za_CN-zh_CN-delete-original/.gitattributes
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoints/za_CN-zh_CN-delete-original/README.md
ADDED
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@@ -0,0 +1,61 @@
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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base_model: facebook/mbart-large-50-many-to-many-mmt
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| 4 |
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tags:
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| 5 |
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- generated_from_trainer
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| 6 |
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metrics:
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| 7 |
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- sacrebleu
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| 8 |
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model-index:
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| 9 |
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- name: za_CN-zh_CN-delete-original
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results: []
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| 11 |
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---
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| 12 |
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| 13 |
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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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| 15 |
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# za_CN-zh_CN-delete-original
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| 17 |
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This model is a fine-tuned version of [facebook/mbart-large-50-many-to-many-mmt](https://huggingface.co/facebook/mbart-large-50-many-to-many-mmt) on an unknown dataset.
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| 19 |
+
It achieves the following results on the evaluation set:
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| 20 |
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- Loss: 2.8669
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| 21 |
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- Sacrebleu: 4.2495
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| 22 |
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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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| 32 |
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More information needed
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| 34 |
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## Training procedure
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### Training hyperparameters
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| 38 |
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| 39 |
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The following hyperparameters were used during training:
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| 40 |
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- learning_rate: 2e-05
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| 41 |
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- train_batch_size: 32
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| 42 |
+
- eval_batch_size: 32
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| 43 |
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- seed: 42
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| 44 |
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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| 45 |
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- lr_scheduler_type: linear
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| 46 |
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- num_epochs: 1
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| 47 |
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- mixed_precision_training: Native AMP
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| 48 |
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| 49 |
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### Training results
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| 50 |
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| 51 |
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| Training Loss | Epoch | Step | Validation Loss | Sacrebleu |
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| 52 |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|
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| 53 |
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| 0.2677 | 1.0 | 2131 | 2.8669 | 4.2495 |
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| 54 |
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| 55 |
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| 56 |
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### Framework versions
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| 57 |
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| 58 |
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- Transformers 5.0.0
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| 59 |
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- Pytorch 2.10.0+cu128
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| 60 |
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- Datasets 4.0.0
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| 61 |
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- Tokenizers 0.22.2
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checkpoints/za_CN-zh_CN-delete-original/config.json
ADDED
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| 1 |
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{
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| 2 |
+
"_num_labels": 3,
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| 3 |
+
"activation_dropout": 0.0,
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| 4 |
+
"activation_function": "relu",
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| 5 |
+
"add_bias_logits": false,
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| 6 |
+
"add_final_layer_norm": true,
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| 7 |
+
"architectures": [
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| 8 |
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"MBartForConditionalGeneration"
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| 9 |
+
],
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| 10 |
+
"attention_dropout": 0.0,
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| 11 |
+
"bos_token_id": 0,
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| 12 |
+
"classif_dropout": 0.0,
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| 13 |
+
"classifier_dropout": 0.0,
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| 14 |
+
"d_model": 1024,
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| 15 |
+
"decoder_attention_heads": 16,
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| 16 |
+
"decoder_ffn_dim": 4096,
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| 17 |
+
"decoder_layerdrop": 0.0,
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| 18 |
+
"decoder_layers": 12,
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| 19 |
+
"decoder_start_token_id": 2,
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| 20 |
+
"dropout": 0.1,
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| 21 |
+
"dtype": "float32",
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| 22 |
+
"encoder_attention_heads": 16,
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| 23 |
+
"encoder_ffn_dim": 4096,
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| 24 |
+
"encoder_layerdrop": 0.0,
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| 25 |
+
"encoder_layers": 12,
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| 26 |
+
"eos_token_id": 2,
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| 27 |
+
"gradient_checkpointing": false,
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| 28 |
+
"id2label": {
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| 29 |
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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| 32 |
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},
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| 33 |
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"init_std": 0.02,
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| 34 |
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"is_decoder": false,
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| 35 |
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"is_encoder_decoder": true,
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| 36 |
+
"label2id": {
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| 37 |
+
"LABEL_0": 0,
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| 38 |
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"LABEL_1": 1,
|
| 39 |
+
"LABEL_2": 2
|
| 40 |
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},
|
| 41 |
+
"max_position_embeddings": 1024,
|
| 42 |
+
"model_type": "mbart",
|
| 43 |
+
"normalize_before": true,
|
| 44 |
+
"normalize_embedding": true,
|
| 45 |
+
"num_hidden_layers": 12,
|
| 46 |
+
"output_past": true,
|
| 47 |
+
"pad_token_id": 1,
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| 48 |
+
"scale_embedding": true,
|
| 49 |
+
"static_position_embeddings": false,
|
| 50 |
+
"tie_word_embeddings": true,
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| 51 |
+
"tokenizer_class": "MBart50Tokenizer",
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| 52 |
+
"transformers_version": "5.0.0",
|
| 53 |
+
"use_cache": false,
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| 54 |
+
"vocab_size": 250054
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| 55 |
+
}
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checkpoints/za_CN-zh_CN-delete-original/generation_config.json
ADDED
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@@ -0,0 +1,37 @@
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| 1 |
+
{
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| 2 |
+
"_from_model_config": false,
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| 3 |
+
"assistant_confidence_threshold": 0.4,
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| 4 |
+
"assistant_lookbehind": 10,
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| 5 |
+
"bos_token_id": 0,
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| 6 |
+
"decoder_start_token_id": 2,
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| 7 |
+
"diversity_penalty": 0.0,
|
| 8 |
+
"do_sample": false,
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| 9 |
+
"early_stopping": true,
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| 10 |
+
"encoder_no_repeat_ngram_size": 0,
|
| 11 |
+
"encoder_repetition_penalty": 1.0,
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| 12 |
+
"eos_token_id": 2,
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| 13 |
+
"epsilon_cutoff": 0.0,
|
| 14 |
+
"eta_cutoff": 0.0,
|
| 15 |
+
"forced_eos_token_id": 2,
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| 16 |
+
"length_penalty": 1.0,
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| 17 |
+
"max_length": 200,
|
| 18 |
+
"min_length": 0,
|
| 19 |
+
"no_repeat_ngram_size": 0,
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| 20 |
+
"num_assistant_tokens": 20,
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| 21 |
+
"num_assistant_tokens_schedule": "constant",
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| 22 |
+
"num_beam_groups": 1,
|
| 23 |
+
"num_beams": 5,
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| 24 |
+
"num_return_sequences": 1,
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| 25 |
+
"output_scores": false,
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| 26 |
+
"pad_token_id": 1,
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| 27 |
+
"remove_invalid_values": false,
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| 28 |
+
"repetition_penalty": 1.0,
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| 29 |
+
"return_dict_in_generate": false,
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| 30 |
+
"target_lookbehind": 10,
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| 31 |
+
"temperature": 1.0,
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| 32 |
+
"top_k": 50,
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| 33 |
+
"top_p": 1.0,
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| 34 |
+
"transformers_version": "5.0.0",
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| 35 |
+
"typical_p": 1.0,
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| 36 |
+
"use_cache": true
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| 37 |
+
}
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checkpoints/za_CN-zh_CN-delete-original/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:41a2f997eb251372801c505cdf3df5a8706bb24216a3c5155827413a1e92e8d5
|
| 3 |
+
size 2444578688
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checkpoints/za_CN-zh_CN-delete-original/tokenizer.json
ADDED
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:be706d83edec1a7f78020f0bf039df8ea77f5d2fa373ebfcb8472ce135a99426
|
| 3 |
+
size 16793291
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checkpoints/za_CN-zh_CN-delete-original/tokenizer_config.json
ADDED
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@@ -0,0 +1,73 @@
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|
| 1 |
+
{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"bos_token": "<s>",
|
| 4 |
+
"cls_token": "<s>",
|
| 5 |
+
"eos_token": "</s>",
|
| 6 |
+
"extra_special_tokens": [
|
| 7 |
+
"<s>",
|
| 8 |
+
"</s>",
|
| 9 |
+
"ar_AR",
|
| 10 |
+
"cs_CZ",
|
| 11 |
+
"de_DE",
|
| 12 |
+
"en_XX",
|
| 13 |
+
"es_XX",
|
| 14 |
+
"et_EE",
|
| 15 |
+
"fi_FI",
|
| 16 |
+
"fr_XX",
|
| 17 |
+
"gu_IN",
|
| 18 |
+
"hi_IN",
|
| 19 |
+
"it_IT",
|
| 20 |
+
"ja_XX",
|
| 21 |
+
"kk_KZ",
|
| 22 |
+
"ko_KR",
|
| 23 |
+
"lt_LT",
|
| 24 |
+
"lv_LV",
|
| 25 |
+
"my_MM",
|
| 26 |
+
"ne_NP",
|
| 27 |
+
"nl_XX",
|
| 28 |
+
"ro_RO",
|
| 29 |
+
"ru_RU",
|
| 30 |
+
"si_LK",
|
| 31 |
+
"tr_TR",
|
| 32 |
+
"vi_VN",
|
| 33 |
+
"zh_CN",
|
| 34 |
+
"af_ZA",
|
| 35 |
+
"az_AZ",
|
| 36 |
+
"bn_IN",
|
| 37 |
+
"fa_IR",
|
| 38 |
+
"he_IL",
|
| 39 |
+
"hr_HR",
|
| 40 |
+
"id_ID",
|
| 41 |
+
"ka_GE",
|
| 42 |
+
"km_KH",
|
| 43 |
+
"mk_MK",
|
| 44 |
+
"ml_IN",
|
| 45 |
+
"mn_MN",
|
| 46 |
+
"mr_IN",
|
| 47 |
+
"pl_PL",
|
| 48 |
+
"ps_AF",
|
| 49 |
+
"pt_XX",
|
| 50 |
+
"sv_SE",
|
| 51 |
+
"sw_KE",
|
| 52 |
+
"ta_IN",
|
| 53 |
+
"te_IN",
|
| 54 |
+
"th_TH",
|
| 55 |
+
"tl_XX",
|
| 56 |
+
"uk_UA",
|
| 57 |
+
"ur_PK",
|
| 58 |
+
"xh_ZA",
|
| 59 |
+
"gl_ES",
|
| 60 |
+
"sl_SI"
|
| 61 |
+
],
|
| 62 |
+
"is_local": false,
|
| 63 |
+
"language_codes": "ML50",
|
| 64 |
+
"mask_token": "<mask>",
|
| 65 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 66 |
+
"pad_token": "<pad>",
|
| 67 |
+
"sep_token": "</s>",
|
| 68 |
+
"src_lang": "en_XX",
|
| 69 |
+
"tgt_lang": null,
|
| 70 |
+
"tokenizer_class": "MBart50Tokenizer",
|
| 71 |
+
"unk_id": 0,
|
| 72 |
+
"unk_token": "<unk>"
|
| 73 |
+
}
|
checkpoints/za_CN-zh_CN-delete-original/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5c5fc96b93814feb54372685edfe9b9fdd3ab3f4f17b4e0c913309f9cba6cb0b
|
| 3 |
+
size 5393
|