Model save
Browse files- README.md +57 -0
- adapter_config.json +46 -0
- adapter_model.safetensors +3 -0
- all_results.json +15 -0
- config.json +299 -0
- eval_results.json +9 -0
- generation_config.json +9 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +717 -0
- preprocessor_config.json +17 -0
- special_tokens_map.json +125 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +942 -0
- train_results.json +9 -0
- trainer_state.json +30 -0
- training_args.bin +3 -0
README.md
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---
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license: cc-by-nc-4.0
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: facebook/musicgen-melody
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model-index:
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- name: musicgen-melody-punk-lora
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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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# musicgen-melody-punk-lora
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This model is a fine-tuned version of [facebook/musicgen-melody](https://huggingface.co/facebook/musicgen-melody) on an unknown dataset.
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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: 0.0002
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- train_batch_size: 2
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- eval_batch_size: 1
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- seed: 456
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 4
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- PEFT 0.10.0
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- Transformers 4.40.0.dev0
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- Pytorch 2.1.2+cu121
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- Datasets 2.18.0
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- Tokenizers 0.19.1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": {
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"base_model_class": "MusicgenMelodyForConditionalGeneration",
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"parent_library": "transformers.models.musicgen_melody.modeling_musicgen_melody"
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},
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"base_model_name_or_path": "facebook/musicgen-melody",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"enc_to_dec_proj",
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"out_proj",
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"fc2",
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"lm_heads.3",
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"lm_heads.2",
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"embed_tokens.0",
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"lm_heads.1",
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"q_proj",
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"k_proj",
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"fc1",
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"embed_tokens.2",
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"embed_tokens.3",
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"v_proj",
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"lm_heads.0",
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"audio_enc_to_dec_proj",
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"embed_tokens.1"
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],
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"task_type": null,
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:78b66138da22e547a9045f9b37fbf37b27e087670b0dc0350582fa254d5ee26b
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size 87103456
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all_results.json
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{
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"epoch": 3.764705882352941,
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"eval_clap": 0.3365415632724762,
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"eval_loss": 4.704524993896484,
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"eval_runtime": 147.6762,
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"eval_samples": 5,
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"eval_samples_per_second": 0.034,
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"eval_steps_per_second": 0.034,
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"total_flos": 59875624258368.0,
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"train_loss": 8.819526672363281,
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"train_runtime": 269.5748,
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"train_samples": 33,
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"train_samples_per_second": 0.49,
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"train_steps_per_second": 0.03
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}
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config.json
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{
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"_name_or_path": "facebook/musicgen-melody-large",
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"architectures": [
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"MusicgenMelodyForConditionalGeneration"
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],
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|
717 |
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}
|
preprocessor_config.json
ADDED
@@ -0,0 +1,17 @@
|
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|
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|
|
|
|
1 |
+
{
|
2 |
+
"chunk_length": 30,
|
3 |
+
"feature_extractor_type": "MusicgenMelodyFeatureExtractor",
|
4 |
+
"feature_size": 12,
|
5 |
+
"hop_length": 4096,
|
6 |
+
"n_fft": 16384,
|
7 |
+
"n_samples": 960000,
|
8 |
+
"padding_side": "right",
|
9 |
+
"padding_value": 0.0,
|
10 |
+
"processor_class": "MusicgenMelodyProcessor",
|
11 |
+
"return_attention_mask": false,
|
12 |
+
"sampling_rate": 32000,
|
13 |
+
"stem_indices": [
|
14 |
+
3,
|
15 |
+
2
|
16 |
+
]
|
17 |
+
}
|
special_tokens_map.json
ADDED
@@ -0,0 +1,125 @@
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|
1 |
+
{
|
2 |
+
"additional_special_tokens": [
|
3 |
+
"<extra_id_0>",
|
4 |
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"<extra_id_1>",
|
5 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
100 |
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|
101 |
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|
102 |
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|
103 |
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],
|
104 |
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"eos_token": {
|
105 |
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"content": "</s>",
|
106 |
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"lstrip": false,
|
107 |
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"normalized": false,
|
108 |
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"rstrip": false,
|
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|
110 |
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},
|
111 |
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"pad_token": {
|
112 |
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"content": "<pad>",
|
113 |
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"lstrip": false,
|
114 |
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"normalized": false,
|
115 |
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"rstrip": false,
|
116 |
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"single_word": false
|
117 |
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},
|
118 |
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"unk_token": {
|
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"content": "<unk>",
|
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|
121 |
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"normalized": false,
|
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"rstrip": false,
|
123 |
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"single_word": false
|
124 |
+
}
|
125 |
+
}
|
spiece.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
|
3 |
+
size 791656
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,942 @@
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trainer_state.json
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training_args.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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