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Browse files- README.md +65 -0
- config.json +276 -0
- generation_config.json +10 -0
- model.safetensors +3 -0
- model.safetensors.index.json +902 -0
- preprocessor_config.json +9 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +43 -0
README.md
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| 1 |
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---
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library_name: mlx-audio
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tags:
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- text-to-speech
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- annotation
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- mlx
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- text-to-speech
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| 8 |
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- speech
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| 9 |
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- speech generation
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| 10 |
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- voice cloning
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- tts
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- mlx-audio
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license: apache-2.0
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language:
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- en
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- fr
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- es
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- pt
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- pl
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- de
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| 21 |
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- nl
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| 22 |
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- it
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pipeline_tag: text-to-speech
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inference: false
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datasets:
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- facebook/multilingual_librispeech
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- parler-tts/libritts_r_filtered
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- parler-tts/libritts-r-filtered-speaker-descriptions
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| 29 |
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- parler-tts/mls_eng
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| 30 |
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- parler-tts/mls-eng-speaker-descriptions
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| 31 |
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- ylacombe/mls-annotated
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- ylacombe/cml-tts-filtered-annotated
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- PHBJT/cml-tts-filtered
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---
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# mlx-community/parler-tts-mini
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This model was converted to MLX format from [`parler-tts/parler-tts-mini-multilingual-v1.1`](https://huggingface.co/parler-tts/parler-tts-mini-multilingual-v1.1) using mlx-audio version **0.2.8**.
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Refer to the [original model card](https://huggingface.co/parler-tts/parler-tts-mini-multilingual-v1.1) for more details on the model.
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## Use with mlx-audio
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```bash
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pip install -U mlx-audio
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```
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### CLI Example:
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```bash
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python -m mlx_audio.tts.generate --model mlx-community/parler-tts-mini --text "Hello, this is a test."
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```
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### Python Example:
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```python
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from mlx_audio.tts.utils import load_model
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from mlx_audio.tts.generate import generate_audio
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model = load_model("mlx-community/parler-tts-mini")
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generate_audio(
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model=model,
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text="Hello, this is a test.",
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ref_audio="path_to_audio.wav",
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| 62 |
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file_prefix="test_audio",
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| 63 |
+
)
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| 64 |
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| 65 |
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```
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config.json
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|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"ParlerTTSForConditionalGeneration"
|
| 4 |
+
],
|
| 5 |
+
"audio_encoder": {
|
| 6 |
+
"_attn_implementation_autoset": false,
|
| 7 |
+
"_name_or_path": "ylacombe/dac_44khz",
|
| 8 |
+
"add_cross_attention": false,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"DacModel"
|
| 11 |
+
],
|
| 12 |
+
"bad_words_ids": null,
|
| 13 |
+
"begin_suppress_tokens": null,
|
| 14 |
+
"bos_token_id": null,
|
| 15 |
+
"chunk_size_feed_forward": 0,
|
| 16 |
+
"codebook_dim": 8,
|
| 17 |
+
"codebook_loss_weight": 1.0,
|
| 18 |
+
"codebook_size": 1024,
|
| 19 |
+
"commitment_loss_weight": 0.25,
|
| 20 |
+
"cross_attention_hidden_size": null,
|
| 21 |
+
"decoder_hidden_size": 1536,
|
| 22 |
+
"decoder_start_token_id": null,
|
| 23 |
+
"diversity_penalty": 0.0,
|
| 24 |
+
"do_sample": false,
|
| 25 |
+
"downsampling_ratios": [
|
| 26 |
+
2,
|
| 27 |
+
4,
|
| 28 |
+
8,
|
| 29 |
+
8
|
| 30 |
+
],
|
| 31 |
+
"early_stopping": false,
|
| 32 |
+
"encoder_hidden_size": 64,
|
| 33 |
+
"encoder_no_repeat_ngram_size": 0,
|
| 34 |
+
"eos_token_id": null,
|
| 35 |
+
"exponential_decay_length_penalty": null,
|
| 36 |
+
"finetuning_task": null,
|
| 37 |
+
"forced_bos_token_id": null,
|
| 38 |
+
"forced_eos_token_id": null,
|
| 39 |
+
"hidden_size": 1024,
|
| 40 |
+
"hop_length": 512,
|
| 41 |
+
"id2label": {
|
| 42 |
+
"0": "LABEL_0",
|
| 43 |
+
"1": "LABEL_1"
|
| 44 |
+
},
|
| 45 |
+
"is_decoder": false,
|
| 46 |
+
"is_encoder_decoder": false,
|
| 47 |
+
"label2id": {
|
| 48 |
+
"LABEL_0": 0,
|
| 49 |
+
"LABEL_1": 1
|
| 50 |
+
},
|
| 51 |
+
"length_penalty": 1.0,
|
| 52 |
+
"max_length": 20,
|
| 53 |
+
"min_length": 0,
|
| 54 |
+
"model_type": "dac",
|
| 55 |
+
"n_codebooks": 9,
|
| 56 |
+
"no_repeat_ngram_size": 0,
|
| 57 |
+
"num_beam_groups": 1,
|
| 58 |
+
"num_beams": 1,
|
| 59 |
+
"num_return_sequences": 1,
|
| 60 |
+
"output_attentions": false,
|
| 61 |
+
"output_hidden_states": false,
|
| 62 |
+
"output_scores": false,
|
| 63 |
+
"pad_token_id": null,
|
| 64 |
+
"prefix": null,
|
| 65 |
+
"problem_type": null,
|
| 66 |
+
"pruned_heads": {},
|
| 67 |
+
"quantizer_dropout": 0.0,
|
| 68 |
+
"remove_invalid_values": false,
|
| 69 |
+
"repetition_penalty": 1.0,
|
| 70 |
+
"return_dict": true,
|
| 71 |
+
"return_dict_in_generate": false,
|
| 72 |
+
"sampling_rate": 44100,
|
| 73 |
+
"sep_token_id": null,
|
| 74 |
+
"suppress_tokens": null,
|
| 75 |
+
"task_specific_params": null,
|
| 76 |
+
"temperature": 1.0,
|
| 77 |
+
"tf_legacy_loss": false,
|
| 78 |
+
"tie_encoder_decoder": false,
|
| 79 |
+
"tie_word_embeddings": true,
|
| 80 |
+
"tokenizer_class": null,
|
| 81 |
+
"top_k": 50,
|
| 82 |
+
"top_p": 1.0,
|
| 83 |
+
"torch_dtype": "float32",
|
| 84 |
+
"torchscript": false,
|
| 85 |
+
"typical_p": 1.0,
|
| 86 |
+
"upsampling_ratios": [
|
| 87 |
+
8,
|
| 88 |
+
8,
|
| 89 |
+
4,
|
| 90 |
+
2
|
| 91 |
+
],
|
| 92 |
+
"use_bfloat16": false
|
| 93 |
+
},
|
| 94 |
+
"decoder": {
|
| 95 |
+
"_attn_implementation_autoset": false,
|
| 96 |
+
"_name_or_path": "/fsx/yoach/tmp/artefacts/parler-tts-mini-v2-empty/decoder",
|
| 97 |
+
"activation_dropout": 0.0,
|
| 98 |
+
"activation_function": "gelu",
|
| 99 |
+
"add_cross_attention": true,
|
| 100 |
+
"architectures": [
|
| 101 |
+
"ParlerTTSForCausalLM"
|
| 102 |
+
],
|
| 103 |
+
"attention_dropout": 0.0,
|
| 104 |
+
"bad_words_ids": null,
|
| 105 |
+
"begin_suppress_tokens": null,
|
| 106 |
+
"bos_token_id": 1025,
|
| 107 |
+
"chunk_size_feed_forward": 0,
|
| 108 |
+
"codebook_weights": null,
|
| 109 |
+
"cross_attention_hidden_size": null,
|
| 110 |
+
"cross_attention_implementation_strategy": null,
|
| 111 |
+
"decoder_start_token_id": null,
|
| 112 |
+
"delay_strategy": "delay",
|
| 113 |
+
"diversity_penalty": 0.0,
|
| 114 |
+
"do_sample": false,
|
| 115 |
+
"dropout": 0.1,
|
| 116 |
+
"early_stopping": false,
|
| 117 |
+
"encoder_no_repeat_ngram_size": 0,
|
| 118 |
+
"eos_token_id": 1024,
|
| 119 |
+
"exponential_decay_length_penalty": null,
|
| 120 |
+
"ffn_dim": 4096,
|
| 121 |
+
"finetuning_task": null,
|
| 122 |
+
"forced_bos_token_id": null,
|
| 123 |
+
"forced_eos_token_id": null,
|
| 124 |
+
"hidden_size": 1024,
|
| 125 |
+
"id2label": {
|
| 126 |
+
"0": "LABEL_0",
|
| 127 |
+
"1": "LABEL_1"
|
| 128 |
+
},
|
| 129 |
+
"initializer_factor": 0.02,
|
| 130 |
+
"is_decoder": true,
|
| 131 |
+
"is_encoder_decoder": false,
|
| 132 |
+
"label2id": {
|
| 133 |
+
"LABEL_0": 0,
|
| 134 |
+
"LABEL_1": 1
|
| 135 |
+
},
|
| 136 |
+
"layerdrop": 0.0,
|
| 137 |
+
"length_penalty": 1.0,
|
| 138 |
+
"max_length": 20,
|
| 139 |
+
"max_position_embeddings": 4096,
|
| 140 |
+
"min_length": 0,
|
| 141 |
+
"model_type": "parler_tts_decoder",
|
| 142 |
+
"no_repeat_ngram_size": 0,
|
| 143 |
+
"num_attention_heads": 16,
|
| 144 |
+
"num_beam_groups": 1,
|
| 145 |
+
"num_beams": 1,
|
| 146 |
+
"num_codebooks": 9,
|
| 147 |
+
"num_cross_attention_key_value_heads": 16,
|
| 148 |
+
"num_hidden_layers": 24,
|
| 149 |
+
"num_key_value_heads": 16,
|
| 150 |
+
"num_return_sequences": 1,
|
| 151 |
+
"output_attentions": false,
|
| 152 |
+
"output_hidden_states": false,
|
| 153 |
+
"output_scores": false,
|
| 154 |
+
"pad_token_id": 1024,
|
| 155 |
+
"prefix": null,
|
| 156 |
+
"problem_type": null,
|
| 157 |
+
"pruned_heads": {},
|
| 158 |
+
"remove_invalid_values": false,
|
| 159 |
+
"repetition_penalty": 1.0,
|
| 160 |
+
"return_dict": true,
|
| 161 |
+
"return_dict_in_generate": false,
|
| 162 |
+
"rope_embeddings": false,
|
| 163 |
+
"rope_theta": 10000.0,
|
| 164 |
+
"scale_embedding": false,
|
| 165 |
+
"sep_token_id": null,
|
| 166 |
+
"suppress_tokens": null,
|
| 167 |
+
"task_specific_params": null,
|
| 168 |
+
"temperature": 1.0,
|
| 169 |
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"tf_legacy_loss": false,
|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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"torchscript": false,
|
| 177 |
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"typical_p": 1.0,
|
| 178 |
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"use_bfloat16": false,
|
| 179 |
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"use_cache": true,
|
| 180 |
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"use_fused_lm_heads": true,
|
| 181 |
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"vocab_size": 1088
|
| 182 |
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},
|
| 183 |
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"decoder_start_token_id": 1025,
|
| 184 |
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"is_encoder_decoder": true,
|
| 185 |
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"model_type": "parler",
|
| 186 |
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"pad_token_id": 1024,
|
| 187 |
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"prompt_cross_attention": false,
|
| 188 |
+
"text_encoder": {
|
| 189 |
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"_attn_implementation_autoset": false,
|
| 190 |
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"_name_or_path": "google/flan-t5-large",
|
| 191 |
+
"add_cross_attention": false,
|
| 192 |
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"architectures": [
|
| 193 |
+
"T5ForConditionalGeneration"
|
| 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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|
| 200 |
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|
| 201 |
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"d_ff": 2816,
|
| 202 |
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|
| 203 |
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"d_model": 1024,
|
| 204 |
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|
| 205 |
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"dense_act_fn": "gelu_new",
|
| 206 |
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|
| 207 |
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"do_sample": false,
|
| 208 |
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"dropout_rate": 0.1,
|
| 209 |
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"early_stopping": false,
|
| 210 |
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"encoder_no_repeat_ngram_size": 0,
|
| 211 |
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"eos_token_id": 1,
|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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"id2label": {
|
| 218 |
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"0": "LABEL_0",
|
| 219 |
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"1": "LABEL_1"
|
| 220 |
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},
|
| 221 |
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"initializer_factor": 1.0,
|
| 222 |
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"is_decoder": false,
|
| 223 |
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"is_encoder_decoder": true,
|
| 224 |
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"is_gated_act": true,
|
| 225 |
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"label2id": {
|
| 226 |
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"LABEL_0": 0,
|
| 227 |
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"LABEL_1": 1
|
| 228 |
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},
|
| 229 |
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"layer_norm_epsilon": 1e-06,
|
| 230 |
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"length_penalty": 1.0,
|
| 231 |
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"max_length": 20,
|
| 232 |
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"min_length": 0,
|
| 233 |
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"model_type": "t5",
|
| 234 |
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"n_positions": 512,
|
| 235 |
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"no_repeat_ngram_size": 0,
|
| 236 |
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"num_beam_groups": 1,
|
| 237 |
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"num_beams": 1,
|
| 238 |
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|
| 239 |
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"num_heads": 16,
|
| 240 |
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"num_layers": 24,
|
| 241 |
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"num_return_sequences": 1,
|
| 242 |
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"output_attentions": false,
|
| 243 |
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|
| 244 |
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"output_past": true,
|
| 245 |
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"output_scores": false,
|
| 246 |
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|
| 247 |
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"prefix": null,
|
| 248 |
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"problem_type": null,
|
| 249 |
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"pruned_heads": {},
|
| 250 |
+
"relative_attention_max_distance": 128,
|
| 251 |
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"relative_attention_num_buckets": 32,
|
| 252 |
+
"remove_invalid_values": false,
|
| 253 |
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"repetition_penalty": 1.0,
|
| 254 |
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"return_dict": true,
|
| 255 |
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"return_dict_in_generate": false,
|
| 256 |
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"sep_token_id": null,
|
| 257 |
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|
| 258 |
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"task_specific_params": null,
|
| 259 |
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|
| 260 |
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"tf_legacy_loss": false,
|
| 261 |
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"tie_encoder_decoder": false,
|
| 262 |
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"tie_word_embeddings": false,
|
| 263 |
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|
| 264 |
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"top_k": 50,
|
| 265 |
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"top_p": 1.0,
|
| 266 |
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|
| 267 |
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"torchscript": false,
|
| 268 |
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"typical_p": 1.0,
|
| 269 |
+
"use_bfloat16": false,
|
| 270 |
+
"use_cache": true,
|
| 271 |
+
"vocab_size": 32128
|
| 272 |
+
},
|
| 273 |
+
"torch_dtype": "float32",
|
| 274 |
+
"transformers_version": "4.46.1",
|
| 275 |
+
"vocab_size": 90714
|
| 276 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_from_model_config": true,
|
| 3 |
+
"bos_token_id": 1025,
|
| 4 |
+
"decoder_start_token_id": 1025,
|
| 5 |
+
"do_sample": true,
|
| 6 |
+
"eos_token_id": 1024,
|
| 7 |
+
"max_length": 2610,
|
| 8 |
+
"pad_token_id": 1024,
|
| 9 |
+
"transformers_version": "4.46.1"
|
| 10 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2d337d754251339ec878edd107bd51d713496ddaf0ba8c7e2cccfd407246ce70
|
| 3 |
+
size 3822385693
|
model.safetensors.index.json
ADDED
|
@@ -0,0 +1,902 @@
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|
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|
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|
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preprocessor_config.json
ADDED
|
@@ -0,0 +1,9 @@
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+
{
|
| 2 |
+
"feature_extractor_type": "DacFeatureExtractor",
|
| 3 |
+
"feature_size": 1,
|
| 4 |
+
"hop_length": 512,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0.0,
|
| 7 |
+
"return_attention_mask": true,
|
| 8 |
+
"sampling_rate": 44100
|
| 9 |
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}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
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"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "<unk>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "<unk>",
|
| 25 |
+
"lstrip": false,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
tokenizer.json
ADDED
|
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|
|
|
tokenizer.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
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|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bc8fa773221597d09cfadb23a2b1bd717488a0481505469ea56d42cb044de9b5
|
| 3 |
+
size 1795391
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": true,
|
| 3 |
+
"add_eos_token": false,
|
| 4 |
+
"add_prefix_space": true,
|
| 5 |
+
"added_tokens_decoder": {
|
| 6 |
+
"0": {
|
| 7 |
+
"content": "<unk>",
|
| 8 |
+
"lstrip": false,
|
| 9 |
+
"normalized": false,
|
| 10 |
+
"rstrip": false,
|
| 11 |
+
"single_word": false,
|
| 12 |
+
"special": true
|
| 13 |
+
},
|
| 14 |
+
"1": {
|
| 15 |
+
"content": "<s>",
|
| 16 |
+
"lstrip": false,
|
| 17 |
+
"normalized": false,
|
| 18 |
+
"rstrip": false,
|
| 19 |
+
"single_word": false,
|
| 20 |
+
"special": true
|
| 21 |
+
},
|
| 22 |
+
"2": {
|
| 23 |
+
"content": "</s>",
|
| 24 |
+
"lstrip": false,
|
| 25 |
+
"normalized": false,
|
| 26 |
+
"rstrip": false,
|
| 27 |
+
"single_word": false,
|
| 28 |
+
"special": true
|
| 29 |
+
}
|
| 30 |
+
},
|
| 31 |
+
"bos_token": "<s>",
|
| 32 |
+
"clean_up_tokenization_spaces": false,
|
| 33 |
+
"eos_token": "</s>",
|
| 34 |
+
"legacy": false,
|
| 35 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 36 |
+
"pad_token": "<unk>",
|
| 37 |
+
"padding_side": "left",
|
| 38 |
+
"sp_model_kwargs": {},
|
| 39 |
+
"spaces_between_special_tokens": false,
|
| 40 |
+
"tokenizer_class": "LlamaTokenizer",
|
| 41 |
+
"unk_token": "<unk>",
|
| 42 |
+
"use_default_system_prompt": false
|
| 43 |
+
}
|