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Merge branch 'main' of https://huggingface.co/spaces/sonalkum/GAMA

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  1. app.py +7 -3
  2. hf-dev-train/transformers-main/src/transformers.egg-info/PKG-INFO +0 -0
  3. hf-dev-train/transformers-main/src/transformers.egg-info/SOURCES.txt +0 -1291
  4. hf-dev-train/transformers-main/src/transformers.egg-info/dependency_links.txt +0 -1
  5. hf-dev-train/transformers-main/src/transformers.egg-info/entry_points.txt +0 -2
  6. hf-dev-train/transformers-main/src/transformers.egg-info/not-zip-safe +0 -1
  7. hf-dev-train/transformers-main/src/transformers.egg-info/requires.txt +0 -453
  8. hf-dev-train/transformers-main/src/transformers.egg-info/top_level.txt +0 -1
  9. hf-dev-train/transformers-main/src/transformers/__pycache__/__init__.cpython-310.pyc +0 -0
  10. hf-dev-train/transformers-main/src/transformers/__pycache__/activations.cpython-310.pyc +0 -0
  11. hf-dev-train/transformers-main/src/transformers/__pycache__/configuration_utils.cpython-310.pyc +0 -0
  12. hf-dev-train/transformers-main/src/transformers/__pycache__/convert_slow_tokenizer.cpython-310.pyc +0 -0
  13. hf-dev-train/transformers-main/src/transformers/__pycache__/debug_utils.cpython-310.pyc +0 -0
  14. hf-dev-train/transformers-main/src/transformers/__pycache__/deepspeed.cpython-310.pyc +0 -0
  15. hf-dev-train/transformers-main/src/transformers/__pycache__/dependency_versions_check.cpython-310.pyc +0 -0
  16. hf-dev-train/transformers-main/src/transformers/__pycache__/dependency_versions_table.cpython-310.pyc +0 -0
  17. hf-dev-train/transformers-main/src/transformers/__pycache__/dynamic_module_utils.cpython-310.pyc +0 -0
  18. hf-dev-train/transformers-main/src/transformers/__pycache__/feature_extraction_utils.cpython-310.pyc +0 -0
  19. hf-dev-train/transformers-main/src/transformers/__pycache__/file_utils.cpython-310.pyc +0 -0
  20. hf-dev-train/transformers-main/src/transformers/__pycache__/image_processing_utils.cpython-310.pyc +0 -0
  21. hf-dev-train/transformers-main/src/transformers/__pycache__/image_transforms.cpython-310.pyc +0 -0
  22. hf-dev-train/transformers-main/src/transformers/__pycache__/image_utils.cpython-310.pyc +0 -0
  23. hf-dev-train/transformers-main/src/transformers/__pycache__/integrations.cpython-310.pyc +0 -0
  24. hf-dev-train/transformers-main/src/transformers/__pycache__/modelcard.cpython-310.pyc +0 -0
  25. hf-dev-train/transformers-main/src/transformers/__pycache__/modeling_outputs.cpython-310.pyc +0 -0
  26. hf-dev-train/transformers-main/src/transformers/__pycache__/modeling_utils.cpython-310.pyc +0 -0
  27. hf-dev-train/transformers-main/src/transformers/__pycache__/optimization.cpython-310.pyc +0 -0
  28. hf-dev-train/transformers-main/src/transformers/__pycache__/pytorch_utils.cpython-310.pyc +0 -0
  29. hf-dev-train/transformers-main/src/transformers/__pycache__/tokenization_utils.cpython-310.pyc +0 -0
  30. hf-dev-train/transformers-main/src/transformers/__pycache__/tokenization_utils_base.cpython-310.pyc +0 -0
  31. hf-dev-train/transformers-main/src/transformers/__pycache__/tokenization_utils_fast.cpython-310.pyc +0 -0
  32. hf-dev-train/transformers-main/src/transformers/__pycache__/trainer.cpython-310.pyc +0 -0
  33. hf-dev-train/transformers-main/src/transformers/__pycache__/trainer_callback.cpython-310.pyc +0 -0
  34. hf-dev-train/transformers-main/src/transformers/__pycache__/trainer_pt_utils.cpython-310.pyc +0 -0
  35. hf-dev-train/transformers-main/src/transformers/__pycache__/trainer_utils.cpython-310.pyc +0 -0
  36. hf-dev-train/transformers-main/src/transformers/__pycache__/training_args.cpython-310.pyc +0 -0
  37. hf-dev-train/transformers-main/src/transformers/data/__pycache__/__init__.cpython-310.pyc +0 -0
  38. hf-dev-train/transformers-main/src/transformers/data/__pycache__/data_collator.cpython-310.pyc +0 -0
  39. hf-dev-train/transformers-main/src/transformers/data/metrics/__pycache__/__init__.cpython-310.pyc +0 -0
  40. hf-dev-train/transformers-main/src/transformers/data/processors/__pycache__/__init__.cpython-310.pyc +0 -0
  41. hf-dev-train/transformers-main/src/transformers/data/processors/__pycache__/glue.cpython-310.pyc +0 -0
  42. hf-dev-train/transformers-main/src/transformers/data/processors/__pycache__/squad.cpython-310.pyc +0 -0
  43. hf-dev-train/transformers-main/src/transformers/data/processors/__pycache__/utils.cpython-310.pyc +0 -0
  44. hf-dev-train/transformers-main/src/transformers/data/processors/__pycache__/xnli.cpython-310.pyc +0 -0
  45. hf-dev-train/transformers-main/src/transformers/generation/__pycache__/__init__.cpython-310.pyc +0 -0
  46. hf-dev-train/transformers-main/src/transformers/generation/__pycache__/beam_constraints.cpython-310.pyc +0 -0
  47. hf-dev-train/transformers-main/src/transformers/generation/__pycache__/beam_search.cpython-310.pyc +0 -0
  48. hf-dev-train/transformers-main/src/transformers/generation/__pycache__/configuration_utils.cpython-310.pyc +0 -0
  49. hf-dev-train/transformers-main/src/transformers/generation/__pycache__/logits_process.cpython-310.pyc +0 -0
  50. hf-dev-train/transformers-main/src/transformers/generation/__pycache__/stopping_criteria.cpython-310.pyc +0 -0
app.py CHANGED
@@ -2,21 +2,22 @@ import os
2
  import gradio as gr
3
  import torch
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  import torchaudio
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- from peft import (
6
  LoraConfig,
7
  get_peft_model,
8
  get_peft_model_state_dict,
9
  prepare_model_for_int8_training,
10
  set_peft_model_state_dict,
11
  )
12
- from transformers import GenerationConfig, LlamaForCausalLM, LlamaTokenizer, LlamaConfig
 
13
  from utils.prompter import Prompter
14
  import datetime
15
  import time,json
16
 
17
  device = "cuda" if torch.cuda.is_available() else "cpu"
18
 
19
- base_model = "./Llama-2-7b-chat-hf-qformer"
20
 
21
  prompter = Prompter('alpaca_short')
22
  tokenizer = LlamaTokenizer.from_pretrained(base_model)
@@ -66,6 +67,9 @@ AUDIO_LEN = 1.0
66
 
67
  def load_audio(filename):
68
  waveform, sr = torchaudio.load(filename)
 
 
 
69
  audio_info = 'Original input audio length {:.2f} seconds, number of channels: {:d}, sampling rate: {:d}.'.format(waveform.shape[1]/sr, waveform.shape[0], sr)
70
  waveform = waveform - waveform.mean()
71
  fbank = torchaudio.compliance.kaldi.fbank(waveform, htk_compat=True, sample_frequency=sr,
 
2
  import gradio as gr
3
  import torch
4
  import torchaudio
5
+ from peft.src.peft import (
6
  LoraConfig,
7
  get_peft_model,
8
  get_peft_model_state_dict,
9
  prepare_model_for_int8_training,
10
  set_peft_model_state_dict,
11
  )
12
+ from hf.transformers.src.transformers.generation import GenerationConfig
13
+ from hf.transformers.src.transformers.models.llama import LlamaForCausalLM, LlamaTokenizer, LlamaConfig
14
  from utils.prompter import Prompter
15
  import datetime
16
  import time,json
17
 
18
  device = "cuda" if torch.cuda.is_available() else "cpu"
19
 
20
+ base_model = "./Llama-2-7b-chat-hf-qformer/"
21
 
22
  prompter = Prompter('alpaca_short')
23
  tokenizer = LlamaTokenizer.from_pretrained(base_model)
 
67
 
68
  def load_audio(filename):
69
  waveform, sr = torchaudio.load(filename)
70
+ if sr != 16000:
71
+ waveform = torchaudio.functional.resample(waveform=waveform, orig_freq=sr, new_freq=16000)
72
+ sr = 16000
73
  audio_info = 'Original input audio length {:.2f} seconds, number of channels: {:d}, sampling rate: {:d}.'.format(waveform.shape[1]/sr, waveform.shape[0], sr)
74
  waveform = waveform - waveform.mean()
75
  fbank = torchaudio.compliance.kaldi.fbank(waveform, htk_compat=True, sample_frequency=sr,
hf-dev-train/transformers-main/src/transformers.egg-info/PKG-INFO DELETED
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hf-dev-train/transformers-main/src/transformers.egg-info/SOURCES.txt DELETED
@@ -1,1291 +0,0 @@
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- LICENSE
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- MANIFEST.in
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- README.md
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- pyproject.toml
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- setup.cfg
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- setup.py
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- src/transformers/__init__.py
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- src/transformers/activations.py
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- src/transformers/activations_tf.py
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- src/transformers/audio_utils.py
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- src/transformers/configuration_utils.py
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- src/transformers/convert_graph_to_onnx.py
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- src/transformers/convert_pytorch_checkpoint_to_tf2.py
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- src/transformers/convert_slow_tokenizer.py
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- src/transformers/convert_slow_tokenizers_checkpoints_to_fast.py
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- src/transformers/convert_tf_hub_seq_to_seq_bert_to_pytorch.py
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- src/transformers/debug_utils.py
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- src/transformers/deepspeed.py
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- src/transformers/dependency_versions_check.py
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- src/transformers/dependency_versions_table.py
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- src/transformers/dynamic_module_utils.py
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- src/transformers/feature_extraction_sequence_utils.py
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- src/transformers/feature_extraction_utils.py
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- src/transformers/file_utils.py
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- src/transformers/generation_flax_utils.py
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- src/transformers/generation_tf_utils.py
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- src/transformers/generation_utils.py
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- src/transformers/hf_argparser.py
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- src/transformers/image_processing_utils.py
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- src/transformers/image_transforms.py
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- src/transformers/image_utils.py
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- src/transformers/integrations.py
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- src/transformers/keras_callbacks.py
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- src/transformers/modelcard.py
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- src/transformers/modeling_flax_outputs.py
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- src/transformers/modeling_flax_pytorch_utils.py
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- src/transformers/modeling_flax_utils.py
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- src/transformers/modeling_outputs.py
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- src/transformers/modeling_tf_outputs.py
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- src/transformers/modeling_tf_pytorch_utils.py
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- src/transformers/modeling_tf_utils.py
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- src/transformers/modeling_utils.py
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- src/transformers/optimization.py
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- src/transformers/optimization_tf.py
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- src/transformers/processing_utils.py
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- src/transformers/pytorch_utils.py
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- src/transformers/testing_utils.py
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- src/transformers/tf_utils.py
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- src/transformers/time_series_utils.py
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- src/transformers/tokenization_utils.py
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- src/transformers/tokenization_utils_base.py
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- src/transformers/tokenization_utils_fast.py
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- src/transformers/trainer.py
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- src/transformers/trainer_callback.py
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- src/transformers/trainer_pt_utils.py
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- src/transformers/trainer_pt_utils_back.py
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- src/transformers/trainer_seq2seq.py
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- src/transformers/trainer_tf.py
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- src/transformers/trainer_utils.py
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- src/transformers/training_args.py
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- src/transformers/training_args_seq2seq.py
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- src/transformers/training_args_tf.py
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- src/transformers.egg-info/PKG-INFO
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- src/transformers.egg-info/SOURCES.txt
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- src/transformers.egg-info/dependency_links.txt
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- src/transformers.egg-info/entry_points.txt
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- src/transformers.egg-info/not-zip-safe
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- src/transformers.egg-info/requires.txt
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- src/transformers.egg-info/top_level.txt
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- src/transformers/benchmark/__init__.py
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- src/transformers/benchmark/benchmark.py
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- src/transformers/benchmark/benchmark_args.py
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- src/transformers/benchmark/benchmark_args_tf.py
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- src/transformers/benchmark/benchmark_args_utils.py
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- src/transformers/benchmark/benchmark_tf.py
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- src/transformers/benchmark/benchmark_utils.py
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- src/transformers/commands/__init__.py
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- src/transformers/commands/add_new_model.py
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- src/transformers/commands/add_new_model_like.py
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- src/transformers/commands/convert.py
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- src/transformers/commands/download.py
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- src/transformers/commands/env.py
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- src/transformers/commands/lfs.py
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- src/transformers/commands/pt_to_tf.py
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- src/transformers/commands/run.py
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- src/transformers/commands/serving.py
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- src/transformers/commands/train.py
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- src/transformers/commands/transformers_cli.py
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- src/transformers/commands/user.py
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- src/transformers/data/__init__.py
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- src/transformers/data/data_collator.py
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- src/transformers/data/data_collator_back.py
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- src/transformers/data/data_collator_qformer.py
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- src/transformers/data/test_generation_utils.py
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- src/transformers/data/datasets/__init__.py
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- src/transformers/data/datasets/glue.py
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- src/transformers/data/datasets/language_modeling.py
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- src/transformers/data/processors/glue.py
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- src/transformers/data/processors/squad.py
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- src/transformers/data/processors/utils.py
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- src/transformers/generation/__init__.py
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- src/transformers/generation/beam_constraints.py
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- src/transformers/generation/beam_search.py
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- src/transformers/generation/configuration_utils.py
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- src/transformers/generation/flax_logits_process.py
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- src/transformers/generation/flax_utils.py
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- src/transformers/generation/logits_process.py
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- src/transformers/generation/stopping_criteria.py
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- src/transformers/generation/tf_logits_process.py
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- src/transformers/generation/tf_utils.py
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- src/transformers/generation/utils.py
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- src/transformers/models/__init__.py
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- src/transformers/models/albert/__init__.py
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- src/transformers/models/albert/configuration_albert.py
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- src/transformers/models/albert/convert_albert_original_tf_checkpoint_to_pytorch.py
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- src/transformers/models/albert/modeling_albert.py
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- src/transformers/models/albert/modeling_flax_albert.py
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- src/transformers/models/albert/modeling_tf_albert.py
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- src/transformers/models/albert/tokenization_albert.py
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- src/transformers/models/albert/tokenization_albert_fast.py
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- src/transformers/models/align/__init__.py
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- src/transformers/models/align/configuration_align.py
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- src/transformers/models/align/convert_align_tf_to_hf.py
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- src/transformers/models/align/modeling_align.py
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- src/transformers/models/align/processing_align.py
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- src/transformers/models/altclip/__init__.py
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- src/transformers/models/altclip/configuration_altclip.py
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- src/transformers/models/altclip/modeling_altclip.py
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- src/transformers/models/altclip/processing_altclip.py
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- src/transformers/models/audio_spectrogram_transformer/__init__.py
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- src/transformers/models/audio_spectrogram_transformer/configuration_audio_spectrogram_transformer.py
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- src/transformers/models/audio_spectrogram_transformer/convert_audio_spectrogram_transformer_original_to_pytorch.py
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- src/transformers/models/audio_spectrogram_transformer/feature_extraction_audio_spectrogram_transformer.py
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- src/transformers/models/audio_spectrogram_transformer/modeling_audio_spectrogram_transformer.py
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- src/transformers/models/auto/__init__.py
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- src/transformers/models/auto/auto_factory.py
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- src/transformers/models/auto/configuration_auto.py
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- src/transformers/models/auto/feature_extraction_auto.py
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- src/transformers/models/auto/image_processing_auto.py
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- src/transformers/models/auto/modeling_auto.py
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- src/transformers/models/auto/modeling_flax_auto.py
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- src/transformers/models/auto/modeling_tf_auto.py
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- src/transformers/models/auto/processing_auto.py
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- src/transformers/models/auto/tokenization_auto.py
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- src/transformers/models/bart/__init__.py
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- src/transformers/models/bart/configuration_bart.py
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- src/transformers/models/bart/convert_bart_original_pytorch_checkpoint_to_pytorch.py
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- src/transformers/models/bart/modeling_bart.py
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- src/transformers/models/bart/modeling_flax_bart.py
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- src/transformers/models/bart/modeling_tf_bart.py
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- src/transformers/models/bart/tokenization_bart.py
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- src/transformers/models/bart/tokenization_bart_fast.py
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- src/transformers/models/barthez/__init__.py
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- src/transformers/models/barthez/tokenization_barthez.py
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- src/transformers/models/barthez/tokenization_barthez_fast.py
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- src/transformers/models/bartpho/__init__.py
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- src/transformers/models/bartpho/tokenization_bartpho.py
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- src/transformers/models/beit/__init__.py
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- src/transformers/models/beit/feature_extraction_beit.py
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- src/transformers/models/beit/image_processing_beit.py
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- src/transformers/models/beit/modeling_beit.py
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- src/transformers/models/beit/modeling_flax_beit.py
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- src/transformers/models/bert/__init__.py
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- src/transformers/models/bert/configuration_bert.py
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1161
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1162
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1163
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1164
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1165
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1166
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1167
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1168
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1169
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1170
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1171
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1172
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1173
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1174
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1175
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1176
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1177
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1178
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1179
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1180
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1181
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1182
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1183
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1184
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1185
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1186
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1187
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1188
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1189
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1190
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1191
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1192
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1193
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1194
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1195
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1196
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1197
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1198
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1199
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1200
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1201
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1202
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1203
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1204
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1205
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1206
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1207
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1208
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1209
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1210
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1211
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1212
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1213
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1214
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1215
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1216
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1217
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1218
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1219
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1220
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1221
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1222
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1223
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1224
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1225
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1226
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1227
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1228
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1229
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1230
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1231
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1232
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1233
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1234
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1235
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1236
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1237
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1238
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1239
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1240
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1241
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1242
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1243
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1244
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1245
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1246
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1247
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1248
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1249
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1250
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1251
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1252
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1253
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1254
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1255
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1256
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1257
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1258
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1259
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1260
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1261
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1262
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1263
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1264
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1265
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1266
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1267
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1268
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1269
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1270
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1271
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1272
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1273
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1274
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1275
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1276
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1277
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1278
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1279
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1280
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1281
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1282
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1283
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1284
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1285
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1286
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1287
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1288
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1289
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1290
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1291
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267
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268
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269
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270
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271
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272
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273
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274
-
275
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276
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277
-
278
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279
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280
-
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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286
-
287
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288
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289
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290
- phonemizer
291
- kenlm
292
-
293
- [ftfy]
294
- ftfy
295
-
296
- [integrations]
297
- optuna
298
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299
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300
-
301
- [ja]
302
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303
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304
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305
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306
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307
- sudachidict_core>=20220729
308
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309
-
310
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311
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312
-
313
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314
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315
-
316
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317
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318
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319
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320
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321
-
322
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323
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324
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325
-
326
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327
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328
-
329
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330
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331
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332
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333
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334
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335
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336
-
337
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338
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339
-
340
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341
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342
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343
-
344
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345
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346
-
347
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348
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349
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350
-
351
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352
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353
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354
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355
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356
-
357
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358
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359
-
360
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361
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362
-
363
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364
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365
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366
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367
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368
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369
-
370
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371
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372
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373
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374
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375
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376
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377
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378
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379
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380
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381
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382
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383
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384
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385
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386
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387
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388
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389
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390
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391
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392
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393
-
394
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396
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397
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398
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399
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400
-
401
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402
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403
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404
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405
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406
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407
-
408
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409
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410
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411
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412
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413
-
414
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415
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416
-
417
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418
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419
-
420
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421
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422
-
423
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424
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425
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426
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427
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428
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429
-
430
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431
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432
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433
-
434
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435
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436
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437
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438
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439
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440
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441
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442
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444
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445
- tokenizers!=0.11.3,<0.14,>=0.11.1
446
- tqdm>=4.27
447
-
448
- [video]
449
- decord==0.6.0
450
- av==9.2.0
451
-
452
- [vision]
453
- Pillow
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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