Commit
•
b540a11
1
Parent(s):
dabe076
Model save
Browse files- README.md +57 -0
- adapter_config.json +46 -0
- adapter_model.safetensors +3 -0
- config.json +299 -0
- preprocessor_config.json +17 -0
- runs/Apr25_21-25-14_d045b52de744/events.out.tfevents.1714080383.d045b52de744.6931.0 +3 -0
- special_tokens_map.json +125 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +942 -0
- training_args.bin +3 -0
README.md
ADDED
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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-lora-punk
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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-lora-punk
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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: 4.0
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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 4.41.0.dev0
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.0
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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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"v_proj",
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"embed_tokens.3",
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"lm_heads.1",
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"lm_heads.3",
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"embed_tokens.2",
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"audio_enc_to_dec_proj",
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"embed_tokens.0",
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"fc1",
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"embed_tokens.1",
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"k_proj",
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"out_proj",
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"lm_heads.2",
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"enc_to_dec_proj",
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"lm_heads.0",
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"fc2",
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"q_proj"
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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 sha256:3f45728990dc330c756a5bfdf33fa13b1633a6a12767cf553e994cb470613ccf
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size 87103456
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config.json
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{
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| 2 |
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"_name_or_path": "facebook/musicgen-melody",
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| 3 |
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"architectures": [
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| 4 |
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"MusicgenMelodyForConditionalGeneration"
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| 5 |
+
],
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| 6 |
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"audio_encoder": {
|
| 7 |
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"_name_or_path": "facebook/encodec_32khz",
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| 8 |
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"add_cross_attention": false,
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| 9 |
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"architectures": [
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| 10 |
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"EncodecModel"
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| 11 |
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],
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| 12 |
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"audio_channels": 1,
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| 13 |
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"bad_words_ids": null,
|
| 14 |
+
"begin_suppress_tokens": null,
|
| 15 |
+
"bos_token_id": null,
|
| 16 |
+
"chunk_length_s": null,
|
| 17 |
+
"chunk_size_feed_forward": 0,
|
| 18 |
+
"codebook_dim": 128,
|
| 19 |
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"codebook_size": 2048,
|
| 20 |
+
"compress": 2,
|
| 21 |
+
"cross_attention_hidden_size": null,
|
| 22 |
+
"decoder_start_token_id": null,
|
| 23 |
+
"dilation_growth_rate": 2,
|
| 24 |
+
"diversity_penalty": 0.0,
|
| 25 |
+
"do_sample": false,
|
| 26 |
+
"early_stopping": false,
|
| 27 |
+
"encoder_no_repeat_ngram_size": 0,
|
| 28 |
+
"eos_token_id": null,
|
| 29 |
+
"exponential_decay_length_penalty": null,
|
| 30 |
+
"finetuning_task": null,
|
| 31 |
+
"forced_bos_token_id": null,
|
| 32 |
+
"forced_eos_token_id": null,
|
| 33 |
+
"hidden_size": 128,
|
| 34 |
+
"id2label": {
|
| 35 |
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"0": "LABEL_0",
|
| 36 |
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"1": "LABEL_1"
|
| 37 |
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},
|
| 38 |
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"is_decoder": false,
|
| 39 |
+
"is_encoder_decoder": false,
|
| 40 |
+
"kernel_size": 7,
|
| 41 |
+
"label2id": {
|
| 42 |
+
"LABEL_0": 0,
|
| 43 |
+
"LABEL_1": 1
|
| 44 |
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},
|
| 45 |
+
"last_kernel_size": 7,
|
| 46 |
+
"length_penalty": 1.0,
|
| 47 |
+
"max_length": 20,
|
| 48 |
+
"min_length": 0,
|
| 49 |
+
"model_type": "encodec",
|
| 50 |
+
"no_repeat_ngram_size": 0,
|
| 51 |
+
"norm_type": "weight_norm",
|
| 52 |
+
"normalize": false,
|
| 53 |
+
"num_beam_groups": 1,
|
| 54 |
+
"num_beams": 1,
|
| 55 |
+
"num_filters": 64,
|
| 56 |
+
"num_lstm_layers": 2,
|
| 57 |
+
"num_residual_layers": 1,
|
| 58 |
+
"num_return_sequences": 1,
|
| 59 |
+
"output_attentions": false,
|
| 60 |
+
"output_hidden_states": false,
|
| 61 |
+
"output_scores": false,
|
| 62 |
+
"overlap": null,
|
| 63 |
+
"pad_mode": "reflect",
|
| 64 |
+
"pad_token_id": null,
|
| 65 |
+
"prefix": null,
|
| 66 |
+
"problem_type": null,
|
| 67 |
+
"pruned_heads": {},
|
| 68 |
+
"remove_invalid_values": false,
|
| 69 |
+
"repetition_penalty": 1.0,
|
| 70 |
+
"residual_kernel_size": 3,
|
| 71 |
+
"return_dict": true,
|
| 72 |
+
"return_dict_in_generate": false,
|
| 73 |
+
"sampling_rate": 32000,
|
| 74 |
+
"sep_token_id": null,
|
| 75 |
+
"suppress_tokens": null,
|
| 76 |
+
"target_bandwidths": [
|
| 77 |
+
2.2
|
| 78 |
+
],
|
| 79 |
+
"task_specific_params": null,
|
| 80 |
+
"temperature": 1.0,
|
| 81 |
+
"tf_legacy_loss": false,
|
| 82 |
+
"tie_encoder_decoder": false,
|
| 83 |
+
"tie_word_embeddings": true,
|
| 84 |
+
"tokenizer_class": null,
|
| 85 |
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"top_k": 50,
|
| 86 |
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"top_p": 1.0,
|
| 87 |
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"torch_dtype": "float32",
|
| 88 |
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"torchscript": false,
|
| 89 |
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"trim_right_ratio": 1.0,
|
| 90 |
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"typical_p": 1.0,
|
| 91 |
+
"upsampling_ratios": [
|
| 92 |
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8,
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| 93 |
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5,
|
| 94 |
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4,
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| 95 |
+
4
|
| 96 |
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],
|
| 97 |
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"use_bfloat16": false,
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| 98 |
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"use_causal_conv": false,
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| 99 |
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"use_conv_shortcut": false
|
| 100 |
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preprocessor_config.json
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|
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|
| 97 |
+
"<extra_id_94>",
|
| 98 |
+
"<extra_id_95>",
|
| 99 |
+
"<extra_id_96>",
|
| 100 |
+
"<extra_id_97>",
|
| 101 |
+
"<extra_id_98>",
|
| 102 |
+
"<extra_id_99>"
|
| 103 |
+
],
|
| 104 |
+
"eos_token": {
|
| 105 |
+
"content": "</s>",
|
| 106 |
+
"lstrip": false,
|
| 107 |
+
"normalized": false,
|
| 108 |
+
"rstrip": false,
|
| 109 |
+
"single_word": false
|
| 110 |
+
},
|
| 111 |
+
"pad_token": {
|
| 112 |
+
"content": "<pad>",
|
| 113 |
+
"lstrip": false,
|
| 114 |
+
"normalized": false,
|
| 115 |
+
"rstrip": false,
|
| 116 |
+
"single_word": false
|
| 117 |
+
},
|
| 118 |
+
"unk_token": {
|
| 119 |
+
"content": "<unk>",
|
| 120 |
+
"lstrip": false,
|
| 121 |
+
"normalized": false,
|
| 122 |
+
"rstrip": false,
|
| 123 |
+
"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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| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 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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| 8 |
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| 9 |
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| 10 |
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| 11 |
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|
| 12 |
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|
| 13 |
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| 14 |
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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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| 75 |
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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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| 91 |
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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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| 99 |
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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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| 105 |
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| 106 |
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| 107 |
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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| 113 |
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| 114 |
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| 115 |
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| 116 |
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| 117 |
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| 118 |
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| 119 |
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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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| 161 |
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| 162 |
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 168 |
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| 171 |
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| 172 |
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| 173 |
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| 174 |
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| 176 |
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| 177 |
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| 180 |
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| 181 |
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| 182 |
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| 183 |
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| 184 |
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| 186 |
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| 188 |
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| 189 |
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| 190 |
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| 191 |
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| 192 |
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| 193 |
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| 194 |
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| 195 |
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| 196 |
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| 197 |
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| 198 |
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| 199 |
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| 201 |
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| 202 |
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| 203 |
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| 204 |
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| 205 |
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| 206 |
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| 210 |
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| 212 |
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| 216 |
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| 218 |
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| 219 |
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| 220 |
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| 221 |
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| 222 |
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| 223 |
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| 224 |
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| 225 |
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| 226 |
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| 228 |
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| 229 |
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| 233 |
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| 234 |
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| 237 |
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| 244 |
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| 276 |
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| 280 |
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| 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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| 292 |
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|
| 813 |
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|
| 814 |
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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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|
| 821 |
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|
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|
| 823 |
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|
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|
| 825 |
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|
| 826 |
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|
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|
| 828 |
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|
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|
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| 866 |
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| 867 |
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|
| 870 |
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| 871 |
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|
| 872 |
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| 873 |
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|
| 875 |
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|
| 876 |
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| 899 |
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|
| 921 |
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| 922 |
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|
| 924 |
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|
| 926 |
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|
| 927 |
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|
| 928 |
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|
| 929 |
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],
|
| 930 |
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"clean_up_tokenization_spaces": true,
|
| 931 |
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"eos_token": "</s>",
|
| 932 |
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"extra_ids": 100,
|
| 933 |
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"max_length": null,
|
| 934 |
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|
| 935 |
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|
| 936 |
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|
| 937 |
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|
| 938 |
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"padding_side": "right",
|
| 939 |
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"processor_class": "MusicgenMelodyProcessor",
|
| 940 |
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"tokenizer_class": "T5Tokenizer",
|
| 941 |
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"unk_token": "<unk>"
|
| 942 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ec842e74372bb88f518e85f2dd49c0d4a68d6ceff8b19f0b4ff9d6aaaf5517cc
|
| 3 |
+
size 5240
|