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Model: llava-hf/LLaVA-NeXT-Video-7B-hf
Source: Original Platform
---
 .gitattributes                   |    35 +
 README.md                        |   260 +
 added_tokens.json                |     4 +
 chat_template.json               |     3 +
 config.json                      |    69 +
 demo.png                         |   Bin 0 -> 207895 bytes
 generation_config.json           |     7 +
 model-00001-of-00003.safetensors |     3 +
 model-00002-of-00003.safetensors |     3 +
 model-00003-of-00003.safetensors |     3 +
 model.safetensors.index.json     |   694 +
 preprocessor_config.json         |    51 +
 processor_config.json            |     8 +
 special_tokens_map.json          |    30 +
 tokenizer.json                   | 93407 +++++++++++++++++++++++++++++
 tokenizer.model                  |     3 +
 tokenizer_config.json            |    66 +
 video_preprocessor_config.json   |    63 +
 18 files changed, 94709 insertions(+)
 create mode 100644 .gitattributes
 create mode 100644 README.md
 create mode 100644 added_tokens.json
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 create mode 100644 config.json
 create mode 100644 demo.png
 create mode 100644 generation_config.json
 create mode 100644 model-00001-of-00003.safetensors
 create mode 100644 model-00002-of-00003.safetensors
 create mode 100644 model-00003-of-00003.safetensors
 create mode 100644 model.safetensors.index.json
 create mode 100644 preprocessor_config.json
 create mode 100644 processor_config.json
 create mode 100644 special_tokens_map.json
 create mode 100644 tokenizer.json
 create mode 100644 tokenizer.model
 create mode 100644 tokenizer_config.json
 create mode 100644 video_preprocessor_config.json

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diff --git a/README.md b/README.md
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+++ b/README.md
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+---
+language:
+- en
+license: llama2
+pipeline_tag: video-text-to-text
+datasets:
+- lmms-lab/VideoChatGPT
+---
+
+# LLaVA-NeXT-Video Model Card
+
+Check out also the Google Colab demo to run Llava on a free-tier Google Colab instance: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1CZggLHrjxMReG-FNOmqSOdi4z7NPq6SO?usp=sharing)
+
+Disclaimer: The team releasing LLaVa-NeXT-Video did not write a model card for this model so this model card has been written by the Hugging Face team.
+
+## 📄 Model details
+
+**Model type:**
+LLaVA-Next-Video is an open-source chatbot trained by fine-tuning LLM on multimodal instruction-following data. The model is buit on top of LLaVa-NeXT by tuning on a mix of video and image data to achieve better video understanding capabilities. The videos were sampled uniformly to be 32 frames per clip.
+The model is a current SOTA among open-source models on [VideoMME bench](https://arxiv.org/abs/2405.21075).
+Base LLM: [lmsys/vicuna-7b-v1.5](https://huggingface.co/lmsys/vicuna-13b-v1.5)
+
+![llava_next_video_arch](demo.png)
+
+
+**Model date:**
+LLaVA-Next-Video-7B was trained in April 2024.
+
+**Paper or resources for more information:** https://github.com/LLaVA-VL/LLaVA-NeXT
+
+
+## 📚 Training dataset
+
+### Image
+- 558K filtered image-text pairs from LAION/CC/SBU, captioned by BLIP.
+- 158K GPT-generated multimodal instruction-following data.
+- 500K academic-task-oriented VQA data mixture.
+- 50K GPT-4V data mixture.
+- 40K ShareGPT data.
+
+### Video
+- 100K VideoChatGPT-Instruct.
+
+## 📊 Evaluation dataset
+A collection of 4 benchmarks, including 3 academic VQA benchmarks and 1 captioning benchmark.
+
+
+
+## 🚀 How to use the model
+
+First, make sure to have `transformers >= 4.42.0`. 
+The model supports multi-visual and multi-prompt generation. Meaning that you can pass multiple images/videos in your prompt. Make sure also to follow the correct prompt template (`USER: xxx\nASSISTANT:`) and add the token `<image>` or `<video>` to the location where you want to query images/videos:
+
+Below is an example script to run generation in `float16` precision on a GPU device:
+
+```python
+import av
+import torch
+import numpy as np
+from huggingface_hub import hf_hub_download
+from transformers import LlavaNextVideoProcessor, LlavaNextVideoForConditionalGeneration
+
+model_id = "llava-hf/LLaVA-NeXT-Video-7B-hf"
+
+model = LlavaNextVideoForConditionalGeneration.from_pretrained(
+    model_id, 
+    torch_dtype=torch.float16, 
+    low_cpu_mem_usage=True, 
+).to(0)
+
+processor = LlavaNextVideoProcessor.from_pretrained(model_id)
+
+def read_video_pyav(container, indices):
+    '''
+    Decode the video with PyAV decoder.
+    Args:
+        container (`av.container.input.InputContainer`): PyAV container.
+        indices (`List[int]`): List of frame indices to decode.
+    Returns:
+        result (np.ndarray): np array of decoded frames of shape (num_frames, height, width, 3).
+    '''
+    frames = []
+    container.seek(0)
+    start_index = indices[0]
+    end_index = indices[-1]
+    for i, frame in enumerate(container.decode(video=0)):
+        if i > end_index:
+            break
+        if i >= start_index and i in indices:
+            frames.append(frame)
+    return np.stack([x.to_ndarray(format="rgb24") for x in frames])
+
+
+# define a chat history and use `apply_chat_template` to get correctly formatted prompt
+# Each value in "content" has to be a list of dicts with types ("text", "image", "video") 
+conversation = [
+    {
+
+        "role": "user",
+        "content": [
+            {"type": "text", "text": "Why is this video funny?"},
+            {"type": "video"},
+            ],
+    },
+]
+
+prompt = processor.apply_chat_template(conversation, add_generation_prompt=True)
+
+video_path = hf_hub_download(repo_id="raushan-testing-hf/videos-test", filename="sample_demo_1.mp4", repo_type="dataset")
+container = av.open(video_path)
+
+# sample uniformly 8 frames from the video, can sample more for longer videos
+total_frames = container.streams.video[0].frames
+indices = np.arange(0, total_frames, total_frames / 8).astype(int)
+clip = read_video_pyav(container, indices)
+inputs_video = processor(text=prompt, videos=clip, padding=True, return_tensors="pt").to(model.device)
+
+output = model.generate(**inputs_video, max_new_tokens=100, do_sample=False)
+print(processor.decode(output[0][2:], skip_special_tokens=True))
+```
+
+-----------
+From transformers>=v4.48, you can also pass image/video url or local path to the conversation history, and let the chat template handle the rest.
+For video you also need to indicate how many `num_frames` to sample from video, otherwise the whole video will be loaded.
+Chat template will load the image/video for you and return inputs in `torch.Tensor` which you can pass directly to `model.generate()`.
+
+```python
+messages = [
+    {
+        "role": "user",
+        "content": [
+            {"type": "image", "url": "https://www.ilankelman.org/stopsigns/australia.jpg"}
+            {"type": "video", "path": "my_video.mp4"},
+            {"type": "text", "text": "What is shown in this image and video?"},
+        ],
+    },
+]
+
+inputs = processor.apply_chat_template(messages, num_frames=8, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors"pt")
+output = model.generate(**inputs, max_new_tokens=50)
+```
+
+
+### Inference with images as inputs
+
+To generate from images use the below code after loading the model as shown above:
+
+```python
+import requests
+from PIL import Image
+
+conversation = [
+    {
+      "role": "user",
+      "content": [
+          {"type": "text", "text": "What are these?"},
+          {"type": "image"},
+        ],
+    },
+]
+prompt = processor.apply_chat_template(conversation, add_generation_prompt=True)
+
+image_file = "http://images.cocodataset.org/val2017/000000039769.jpg"
+raw_image = Image.open(requests.get(image_file, stream=True).raw)
+inputs_image = processor(text=prompt, images=raw_image, return_tensors='pt').to(0, torch.float16)
+
+output = model.generate(**inputs_video, max_new_tokens=100, do_sample=False)
+print(processor.decode(output[0][2:], skip_special_tokens=True))
+```
+
+### Inference with images and videos as inputs
+
+To generate from images and videos in one generate use the below code after loading the model as shown above:
+
+```python
+conversation_1 = [
+    {
+      "role": "user",
+      "content": [
+          {"type": "text", "text": "What's the content of the image>"},
+          {"type": "image"},
+        ],
+    }
+]
+conversation_2 = [
+    {
+      "role": "user",
+      "content": [
+          {"type": "text", "text": "Why is this video funny?"},
+          {"type": "video"},
+        ],
+    },
+]
+prompt_1 = processor.apply_chat_template(conversation_1, add_generation_prompt=True)
+prompt_2 = processor.apply_chat_template(conversation_2, add_generation_prompt=True)
+
+s = processor(text=[prompt_1, prompt_2], images=image, videos=clip, padding=True, return_tensors="pt").to(model.device)
+
+# Generate
+generate_ids = model.generate(**inputs, max_new_tokens=100)
+out = processor.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)
+print(out)
+```
+
+### Model optimization
+
+#### 4-bit quantization through `bitsandbytes` library
+
+First make sure to install `bitsandbytes`, `pip install bitsandbytes` and make sure to have access to a CUDA compatible GPU device. Simply change the snippet above with: 
+
+```diff
+model = LlavaNextVideoForConditionalGeneration.from_pretrained(
+    model_id, 
+    torch_dtype=torch.float16, 
+    low_cpu_mem_usage=True,
++   load_in_4bit=True
+)
+```
+
+#### Use Flash-Attention 2 to further speed-up generation
+
+First make sure to install `flash-attn`. Refer to the [original repository of Flash Attention](https://github.com/Dao-AILab/flash-attention) regarding that package installation. Simply change the snippet above with: 
+
+```diff
+model = LlavaNextVideoForConditionalGeneration.from_pretrained(
+    model_id, 
+    torch_dtype=torch.float16, 
+    low_cpu_mem_usage=True,
++   use_flash_attention_2=True
+).to(0)
+```
+
+
+## 🔒 License
+Llama 2 is licensed under the LLAMA 2 Community License, 
+Copyright (c) Meta Platforms, Inc. All Rights Reserved.
+
+
+## ✏️ Citation
+If you find our paper and code useful in your research:
+
+```BibTeX
+@misc{zhang2024llavanextvideo,
+  title={LLaVA-NeXT: A Strong Zero-shot Video Understanding Model},
+  url={https://llava-vl.github.io/blog/2024-04-30-llava-next-video/},
+  author={Zhang, Yuanhan and Li, Bo and Liu, haotian and Lee, Yong jae and Gui, Liangke and Fu, Di and Feng, Jiashi and Liu, Ziwei and Li, Chunyuan},
+  month={April},
+  year={2024}
+}
+```
+
+```BibTeX
+@misc{liu2024llavanext,
+    title={LLaVA-NeXT: Improved reasoning, OCR, and world knowledge},
+    url={https://llava-vl.github.io/blog/2024-01-30-llava-next/},
+    author={Liu, Haotian and Li, Chunyuan and Li, Yuheng and Li, Bo and Zhang, Yuanhan and Shen, Sheng and Lee, Yong Jae},
+    month={January},
+    year={2024}
+}
+```
\ No newline at end of file
diff --git a/added_tokens.json b/added_tokens.json
new file mode 100644
index 0000000..2183309
--- /dev/null
+++ b/added_tokens.json
@@ -0,0 +1,4 @@
+{
+  "<image>": 32001,
+  "<video>": 32000
+}
diff --git a/chat_template.json b/chat_template.json
new file mode 100644
index 0000000..6d08e24
--- /dev/null
+++ b/chat_template.json
@@ -0,0 +1,3 @@
+{
+  "chat_template": "{% for message in messages %}{% if message['role'] != 'system' %}{{ message['role'].upper() + ': '}}{% endif %}{# Render all images first #}{% for content in message['content'] | selectattr('type', 'equalto', 'image') %}{{ '<image>\n' }}{% endfor %}{# Render all images first #}{% for content in message['content'] | selectattr('type', 'equalto', 'video') %}{{ '<video>\n' }}{% endfor %}{# Render all text next #}{% if message['role'] != 'assistant' %}{% for content in message['content'] | selectattr('type', 'equalto', 'text') %}{{ content['text'] + ' '}}{% endfor %}{% else %}{% for content in message['content'] | selectattr('type', 'equalto', 'text') %}{% generation %}{{ content['text'] + ' '}}{% endgeneration %}{% endfor %}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ 'ASSISTANT:' }}{% endif %}"
+}
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..190dba8
--- /dev/null
+++ b/config.json
@@ -0,0 +1,69 @@
+{
+  "architectures": [
+    "LlavaNextVideoForConditionalGeneration"
+  ],
+  "ignore_index": -100,
+  "image_grid_pinpoints": [
+    [
+      336,
+      672
+    ],
+    [
+      672,
+      336
+    ],
+    [
+      672,
+      672
+    ],
+    [
+      1008,
+      336
+    ],
+    [
+      336,
+      1008
+    ]
+  ],
+  "image_token_index": 32001,
+  "model_type": "llava_next_video",
+  "projector_hidden_act": "gelu",
+  "spatial_pool_mode": "average",
+  "spatial_pool_out_channels": 1024,
+  "spatial_pool_stride": 2,
+  "text_config": {
+    "_name_or_path": "lmsys/vicuna-7b-v1.5",
+    "architectures": [
+      "LlamaForCausalLM"
+    ],
+    "rope_scaling" : {
+      "factor": 2.5,
+      "type": "linear"
+    },
+    "max_position_embeddings": 4096,
+    "model_type": "llama",
+    "pad_token_id": 0,
+    "rms_norm_eps": 1e-05,
+    "torch_dtype": "float16",
+    "type": "linear",
+    "vocab_size": 32064
+  },
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.42.0.dev0",
+  "use_image_newline_parameter": true,
+  "video_token_index": 32000,
+  "vision_config": {
+    "hidden_size": 1024,
+    "image_size": 336,
+    "intermediate_size": 4096,
+    "model_type": "clip_vision_model",
+    "num_attention_heads": 16,
+    "num_hidden_layers": 24,
+    "patch_size": 14,
+    "projection_dim": 768,
+    "vocab_size": 32000
+  },
+  "vision_feature_layer": -2,
+  "vision_feature_select_strategy": "default"
+}
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diff --git a/preprocessor_config.json b/preprocessor_config.json
new file mode 100644
index 0000000..a423999
--- /dev/null
+++ b/preprocessor_config.json
@@ -0,0 +1,51 @@
+{
+  "crop_size": {
+    "height": 336,
+    "width": 336
+  },
+  "do_center_crop": true,
+  "do_convert_rgb": true,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_grid_pinpoints": [
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+      336,
+      672
+    ],
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+      672,
+      336
+    ],
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+      672
+    ],
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+      336
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+      1008
+    ]
+  ],
+  "image_mean": [
+    0.48145466,
+    0.4578275,
+    0.40821073
+  ],
+  "image_processor_type": "LlavaNextImageProcessor",
+  "image_std": [
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+    0.26130258,
+    0.27577711
+  ],
+  "processor_class": "LlavaNextVideoProcessor",
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
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+  }
+}
diff --git a/processor_config.json b/processor_config.json
new file mode 100644
index 0000000..97ba90a
--- /dev/null
+++ b/processor_config.json
@@ -0,0 +1,8 @@
+{
+  "image_token": "<image>",
+  "video_token": "<video>",
+  "num_additional_image_tokens": 1,
+  "patch_size": 14,
+  "processor_class": "LlavaNextVideoProcessor",
+  "vision_feature_select_strategy": "default"
+}
\ No newline at end of file
diff --git a/special_tokens_map.json b/special_tokens_map.json
new file mode 100644
index 0000000..8bedc05
--- /dev/null
+++ b/special_tokens_map.json
@@ -0,0 +1,30 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
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+    "lstrip": false,
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+    "rstrip": false,
+    "single_word": false
+  },
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}
diff --git a/tokenizer.json b/tokenizer.json
new file mode 100644
index 0000000..ac05ddf
--- /dev/null
+++ b/tokenizer.json
@@ -0,0 +1,93407 @@
+{
+  "version": "1.0",
+  "truncation": null,
+  "padding": {
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+      "lstrip": false,
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+      "rstrip": false,
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+    "prepend_scheme": "first",
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+          "type_id": 0
+        }
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+      "▁Ge w",
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+      "▁station s",
+      "▁stati ons",
+      "▁adopt ed",
+      "▁any body",
+      "VER SION",
+      "F E",
+      "do rf",
+      "dor f",
+      "d orf",
+      ".. .,",
+      "... ,",
+      "▁обра зова",
+      "▁образ ова",
+      "Log ger",
+      "фи циаль",
+      "фици аль",
+      "WR ITE",
+      "▁h am",
+      "▁ha m",
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+      "▁Fut ure",
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+      "ote n",
+      "o ten",
+      "▁A G",
+      "▁ AG",
+      "▁t rained",
+      "▁tr ained",
+      "▁tra ined",
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+      "▁N ich",
+      "▁Nic h",
+      "▁Ni ch",
+      "▁un iversity",
+      "▁univers ity",
+      "▁Olymp ics",
+      "▁Olympic s",
+      "▁d oit",
+      "▁do it",
+      "▁doi t",
+      "▁cult ural",
+      "▁cultura l",
+      "Con f",
+      "▁Con ference",
+      "or no",
+      "orn o",
+      "▁M P",
+      "▁ MP",
+      "▁b ou",
+      "▁bo u",
+      "ci n",
+      "c in",
+      "Hi gh",
+      "H igh",
+      "ann te",
+      "annt e",
+      "▁display ing",
+      "▁ch apter",
+      "▁chap ter",
+      "▁ chapter",
+      "▁Fra uen",
+      "▁Frau en",
+      "▁real ized",
+      "▁realiz ed",
+      "▁realize d",
+      "▁attempt ed",
+      "▁pre ferred",
+      "▁prefer red",
+      "Da t",
+      "D at",
+      "▁tr ouve",
+      "▁tro uve",
+      "▁trou ve",
+      "▁trouv e",
+      "▁int ention",
+      "▁intent ion",
+      "▁inten tion",
+      "▁Not ice",
+      "tim estamp",
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+      "▁Ш а",
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+      "ana s",
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+      "cl a",
+      "c la",
+      "is z",
+      "i sz",
+      "tb l",
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+      "A rr",
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+      "▁ter rible",
+      "▁occup ied",
+      "J AX",
+      "< -",
+      "▁Phil osoph",
+      "▁Cor ps",
+      "bu ilder",
+      "build er",
+      "▁beg ins",
+      "▁begin s",
+      "▁c ensus",
+      "▁cens us",
+      ". ’",
+      "▁pro ven",
+      "▁pr oven",
+      "▁prov en",
+      "▁prove n",
+      "met ric",
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+      "▁increase s",
+      "wi ch",
+      "w ich",
+      "▁A BC",
+      "▁AB C",
+      "▁ ABC",
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+      "▁T hor",
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+      "el m",
+      "e lm",
+      "▁g arden",
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+      "▁gard en",
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+      "ie dz",
+      "ied z",
+      "▁Is lam",
+      "▁Add ress",
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+      "▁divid e",
+      "▁E u",
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+      "▁b ew",
+      "▁be w",
+      "▁ bew",
+      "▁f is",
+      "▁fi s",
+      "▁B O",
+      "▁ BO",
+      "▁w sp",
+      "▁ws p",
+      "▁p ipeline",
+      "▁pip eline",
+      "▁pipe line",
+      "h d",
+      "▁S ession",
+      "▁ Session",
+      "lä nd",
+      "l änd",
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+      "e str",
+      "▁p article",
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+      "▁partic le",
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+      "pi c",
+      "p ic",
+      "▁n au",
+      "▁na u",
+      "▁f ins",
+      "▁fin s",
+      "▁fi ns",
+      "▁V il",
+      "▁Vi l",
+      "▁f us",
+      "▁fu s",
+      "▁qu asi",
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+      "opera tion",
+      "▁al ler",
+      "▁all er",
+      "▁alle r",
+      "▁ aller",
+      "▁an aly",
+      "▁anal y",
+      "▁ analy",
+      "▁О н",
+      "▁M es",
+      "▁Me s",
+      "▁о пера",
+      "▁оп ера",
+      "▁hand led",
+      "▁handle d",
+      "▁de prec",
+      "▁dep rec",
+      "tt o",
+      "t to",
+      "▁E k",
+      "▁st ran",
+      "▁str an",
+      "▁stra n",
+      "▁ang lais",
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+      "j ure",
+      "▁Sil ver",
+      "▁close ly",
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+      "enk ins",
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+      "ano s",
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+      "ste d",
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+      "▁pré sent",
+      "ro k",
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+      "▁ар хи",
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+      "▁pi nt",
+      "▁pin t",
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+      "л ез",
+      "ди на",
+      "дин а",
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+      "In ternal",
+      "Int ernal",
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+      "д ри",
+      "▁val or",
+      "▁va lor",
+      "▁M iller",
+      "▁Mil ler",
+      "▁Mill er",
+      "▁As sert",
+      "▁Ass ert",
+      "▁ Assert",
+      "▁pat ient",
+      "▁N ieder",
+      "▁Ni eder",
+      "▁Nie der",
+      "▁Nied er",
+      "▁E P",
+      "▁ EP",
+      "▁A gr",
+      "▁Ag r",
+      "▁o nde",
+      "▁on de",
+      "▁ onde",
+      "▁s cop",
+      "▁sc op",
+      "▁ scop",
+      "se quence",
+      "sequ ence",
+      "▁P L",
+      "▁ PL",
+      "▁se ek",
+      "▁see k",
+      "java se",
+      "jav ase",
+      "▁V ector",
+      "▁Ve ctor",
+      "▁Vec tor",
+      "▁ Vector",
+      "▁n á",
+      "▁ ná",
+      "▁categor ía",
+      "cl one",
+      "clo ne",
+      "N R",
+      "av ailable",
+      "▁B esch",
+      "▁Be sch",
+      "▁Bes ch",
+      "▁e clipse",
+      "▁ec lipse",
+      "▁ eclipse",
+      "wick lung",
+      "dep loy",
+      "en ie",
+      "eni e",
+      "e nie",
+      "▁\" )",
+      "▁ \")",
+      "äs t",
+      "ä st",
+      "▁s ync",
+      "▁syn c",
+      "▁sy nc",
+      "▁ sync",
+      "CO DE",
+      "▁Ч е",
+      "▁flo ating",
+      "▁float ing",
+      "/ `",
+      "▁ret ired",
+      "▁retir ed",
+      "de b",
+      "d eb",
+      "▁part icul",
+      "▁partic ul",
+      "▁parti cul",
+      "▁coll ected",
+      "▁collect ed",
+      "▁colle cted",
+      "▁down loaded",
+      "▁download ed",
+      "ni ce",
+      "nic e",
+      "n ice",
+      "▁B uffer",
+      "▁Buff er",
+      "▁ Buffer",
+      "▁Acc ount",
+      "▁Ac count",
+      "▁ Account",
+      "▁m aggio",
+      "▁mag gio",
+      "▁ре да",
+      "▁ред а",
+      "▁s ales",
+      "▁sa les",
+      "▁sal es",
+      "▁sale s",
+      "▁statunit ense",
+      "▁K i",
+      "▁F err",
+      "▁Fe rr",
+      "▁Fer r",
+      "Lo ck",
+      "Loc k",
+      "L ock",
+      "▁Is abel",
+      "▁Isa bel",
+      "cl ar",
+      "cla r",
+      "c lar",
+      "▁p ov",
+      "▁po v",
+      "at ra",
+      "atr a",
+      "a tra",
+      "▁Fr au",
+      "▁Fra u",
+      "▁sort ing",
+      "▁sor ting",
+      "▁sorti ng",
+      "▁phr ase",
+      "▁апре ля",
+      "▁дея тель",
+      "▁And ré",
+      "def inition",
+      "defin ition",
+      "writ ing",
+      "wr iting",
+      "ér é",
+      "é ré",
+      "щ у",
+      "▁O rd",
+      "▁Or d",
+      "▁ Ord",
+      "▁r um",
+      "▁ru m",
+      "▁ rum",
+      "▁T urk",
+      "▁Tur k",
+      "▁I van",
+      "th eless",
+      "the less",
+      "▁г и",
+      "▁ ги",
+      "▁s ake",
+      "▁sa ke",
+      "▁B ased",
+      "▁Bas ed",
+      "▁Ba sed",
+      "▁Base d",
+      "de ck",
+      "dec k",
+      "or us",
+      "oru s",
+      "o rus",
+      "▁tut ti",
+      "▁b lan",
+      "▁bl an",
+      "▁bla n",
+      "▁П у",
+      "De tail",
+      "Det ail",
+      "▁Н о",
+      "▁S ky",
+      "▁Sk y",
+      "▁p rès",
+      "▁pr ès",
+      "▁ près",
+      "мо й",
+      "col n",
+      "co ln",
+      "че ской",
+      "et i",
+      "e ti",
+      "▁ar row",
+      "▁arr ow",
+      "▁ arrow",
+      "▁C ha",
+      "▁Ch a",
+      "ch mark",
+      "œ ur",
+      "fa b",
+      "f ab",
+      "ку ль",
+      "Grid View",
+      "▁Back ground",
+      "▁ Background",
+      "s n",
+      "▁segu ito",
+      "▁n ic",
+      "▁ni c",
+      "▁ nic",
+      "co u",
+      "c ou",
+      "ті в",
+      "т ів",
+      "▁b zw",
+      "add EventListener",
+      "syn c",
+      "s ync",
+      "az zo",
+      "azz o",
+      "ab stract",
+      "as sets",
+      "ass ets",
+      "asse ts",
+      "asset s",
+      "▁D ru",
+      "▁Dr u",
+      "з д",
+      "ord net",
+      "▁b igger",
+      "▁big ger",
+      "▁initial ized",
+      "▁initialize d",
+      "ка з",
+      "og ene",
+      "ogen e",
+      "oge ne",
+      "vi ously",
+      "vious ly",
+      "v iously",
+      "▁g uid",
+      "▁gu id",
+      "scheid ung",
+      "▁Z ent",
+      "▁Ze nt",
+      "▁fr ames",
+      "▁frame s",
+      "▁fra mes",
+      "▁fram es",
+      "▁ frames",
+      "ri eben",
+      "rie ben",
+      "rieb en",
+      "r ieben",
+      "▁iss ued",
+      "▁issue d",
+      "▁issu ed",
+      "▁d ow",
+      "▁do w",
+      "▁descri bes",
+      "▁describe s",
+      "il st",
+      "ils t",
+      "i lst",
+      "▁c riteria",
+      "▁crit eria",
+      "▁criter ia",
+      "▁gentle man",
+      "Bas ic",
+      "ne z",
+      "n ez",
+      "De v",
+      "D ev",
+      "Mo ve",
+      "M ove",
+      "▁est aba",
+      "▁estab a",
+      "▁esta ba",
+      "▁set tembre",
+      "▁sett embre",
+      "circ le",
+      "cir cle",
+      "▁f ais",
+      "▁fa is",
+      "▁m yst",
+      "▁my st",
+      "▁arch iv",
+      "▁ archiv",
+      "d ynamic",
+      "j à",
+      "it as",
+      "ita s",
+      "▁я кий",
+      "▁d or",
+      "▁do r",
+      "▁ dor",
+      "▁Am azon",
+      "▁Ama zon",
+      "▁ne ces",
+      "▁Mar cel",
+      "▁Marc el",
+      "▁e lla",
+      "▁el la",
+      "▁ell a",
+      "▁ ella",
+      "ро к",
+      "р ок",
+      "▁Pennsylvan ia",
+      "cul ar",
+      "cu lar",
+      "c ular",
+      "Pa ck",
+      "P ack",
+      "it age",
+      "ita ge",
+      "▁B urn",
+      "▁Bu rn",
+      "▁Bur n",
+      "▁R O",
+      "▁ RO",
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+      "▁он и",
+      "▁ они",
+      "~ $",
+      "Te X",
+      "as sign",
+      "ass ign",
+      "▁be at",
+      "id ense",
+      "iden se",
+      "ac ent",
+      "ace nt",
+      "a cent",
+      "Al ert",
+      "▁str ateg",
+      "▁strat eg",
+      "▁mån aden",
+      "LO C",
+      "L OC",
+      "▁c atalog",
+      "▁cat alog",
+      "▁catal og",
+      "▁ catalog",
+      "print StackTrace",
+      "() ).",
+      "()) .",
+      "( )).",
+      "us ted",
+      "ust ed",
+      "u sted",
+      "▁Frame work",
+      "▁ Framework",
+      "EC K",
+      "E CK",
+      "▁a té",
+      "▁at é",
+      "Frame work",
+      "▁att acks",
+      "▁attack s",
+      "▁B ert",
+      "▁Be rt",
+      "▁Ber t",
+      "▁т ран",
+      "▁тра н",
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+      "ar si",
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+      "we et",
+      "▁vis ited",
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+      "br u",
+      "b ru",
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+      "in ale",
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+      "rem ote",
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+      "Syn tax",
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+      "i ane",
+      "on nen",
+      "onn en",
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+      "▁bre aking",
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+      "par ser",
+      "parse r",
+      "ap k",
+      "a pk",
+      "▁Mig uel",
+      "▁ §",
+      "▁act ing",
+      "▁ac ting",
+      "▁g ebru",
+      "▁ge bru",
+      "▁geb ru",
+      "At Index",
+      "ють ся",
+      "ю ться",
+      "▁of fers",
+      "▁off ers",
+      "▁offer s",
+      "▁p rac",
+      "▁pr ac",
+      "▁pra c",
+      "▁g rant",
+      "▁gr ant",
+      "▁gra nt",
+      "▁gran t",
+      "tern oon",
+      "▁ac quired",
+      "▁acqu ired",
+      "▁N y",
+      "▁com ma",
+      "▁comm a",
+      "ní k",
+      "n ík",
+      "▁St ep",
+      "▁Ste p",
+      "▁ Step",
+      "in ners",
+      "inn ers",
+      "inner s",
+      "▁S A",
+      "▁ SA",
+      "▁w at",
+      "▁wa t",
+      "da ys",
+      "day s",
+      "d ays",
+      "▁rect angle",
+      "da r",
+      "d ar",
+      "▁t rac",
+      "▁tr ac",
+      "▁tra c",
+      "▁Ind ones",
+      "▁feed back",
+      "▁bre aks",
+      "▁break s",
+      "part ition",
+      "ic ans",
+      "ica ns",
+      "ican s",
+      "▁Not ices",
+      "▁Notice s",
+      "▁impro ved",
+      "▁improve d",
+      "▁improv ed",
+      "▁impr oved",
+      "ph an",
+      "pha n",
+      "p han",
+      "▁differ ential",
+      "▁different ial",
+      "▁differenti al",
+      "script s",
+      "scri pts",
+      "▁X III",
+      "▁XII I",
+      "▁XI II",
+      "▁L abor",
+      "▁La bor",
+      "▁Lab or",
+      "▁prec ision",
+      "▁precis ion",
+      "▁s eed",
+      "▁se ed",
+      "▁see d",
+      "▁ seed",
+      "bund le",
+      "b undle",
+      "id ents",
+      "ident s",
+      "iden ts",
+      "hr e",
+      "h re",
+      "▁Doug las",
+      "ul d",
+      "u ld",
+      "▁second ary",
+      "▁seconda ry",
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+      "▁br ig",
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+      "▁cla ims",
+      "▁claim s",
+      "Ro le",
+      "R ole",
+      "▁Jew ish",
+      "▁p řed",
+      "▁př ed",
+      "▁ho tel",
+      "▁hot el",
+      "▁comp te",
+      "▁compt e",
+      "▁rec ursive",
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+      "](# )",
+      "▁rot ate",
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+      "i nea",
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+      "pl atz",
+      "pla tz",
+      "▁Sing le",
+      "▁Sin gle",
+      "▁ Single",
+      "▁s event",
+      "▁se vent",
+      "▁seven t",
+      "▁pos ting",
+      "▁post ing",
+      "▁de aling",
+      "▁deal ing",
+      "param eters",
+      "parameter s",
+      "гра ф",
+      "Auth entication",
+      "to uch",
+      "t ouch",
+      "A z",
+      "▁g ray",
+      "▁gr ay",
+      "▁gra y",
+      "▁ gray",
+      "en cing",
+      "enc ing",
+      "enci ng",
+      "bold math",
+      "▁сай те",
+      "▁сайт е",
+      "▁Z a",
+      "an je",
+      "▁p olar",
+      "▁po lar",
+      "▁pol ar",
+      "▁у ли",
+      "ki l",
+      "k il",
+      "▁h over",
+      "▁ho ver",
+      "▁ hover",
+      "▁RE ST",
+      "▁C ome",
+      "▁Com e",
+      "▁Co me",
+      "▁ Come",
+      "j b",
+      "▁Georg ia",
+      "▁Est ado",
+      "▁Esta do",
+      "▁Estad o",
+      "Output Stream",
+      "ћ и",
+      "▁d ump",
+      "▁du mp",
+      "▁ dump",
+      "▁A ge",
+      "▁Ag e",
+      "▁ Age",
+      "▁s wo",
+      "▁sw o",
+      "m obile",
+      "oc cup",
+      "occ up",
+      "ше го",
+      "ш его",
+      "▁const itution",
+      "▁constitu tion",
+      "▁constit ution",
+      "go od",
+      "g ood",
+      "ak u",
+      "a ku",
+      "▁а нг",
+      "▁ан г",
+      "▁ анг",
+      "ie ck",
+      "iec k",
+      "▁Ps ych",
+      "▁ro ots",
+      "▁root s",
+      "▁v est",
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+      "▁Pop e",
+      "▁Jim my",
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+      "▁t ren",
+      "▁tr en",
+      "▁tre n",
+      "op tim",
+      "opt im",
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+      "▁s amt",
+      "▁sa mt",
+      "▁sam t",
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+      "erman n",
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+      "▁Hu go",
+      "▁De ze",
+      "▁Dez e",
+      "TR UE",
+      "▁defe at",
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+      "▁wat ched",
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+      "▁Ge nt",
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+      "▁s li",
+      "▁sl i",
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+      "мен а",
+      "м ена",
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+      "mitt el",
+      "m ittel",
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+      "▁w ont",
+      "▁won t",
+      "▁wo nt",
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+      "▁we g",
+      "▁ weg",
+      "▁class ific",
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+      "i lus",
+      "▁M D",
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+      "▁ch im",
+      "▁chi m",
+      "aw ait",
+      "awa it",
+      "a wait",
+      "▁g ang",
+      "▁gan g",
+      "▁ga ng",
+      "▁ gang",
+      "▁w ię",
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+      "th rough",
+      "▁Russ ell",
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+      "▁da h",
+      "▁wonder ful",
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+      "▁cont rolled",
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+      "▁contribution s",
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+      "j ší",
+      "▁L ev",
+      "▁Le v",
+      "▁franc és",
+      "▁m ic",
+      "▁mi c",
+      "▁ mic",
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+      "▁dep ut",
+      "▁D rop",
+      "▁Dr op",
+      "▁Dro p",
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+      "▁a lap",
+      "▁al ap",
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+      "▁Pr ice",
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+      "ф р",
+      "ar ring",
+      "arr ing",
+      "ци н",
+      "ц ин",
+      "▁И с",
+      "vo n",
+      "v on",
+      "▁subst itution",
+      "▁lí nea",
+      "\\}$ .",
+      "\\} $.",
+      "\\ }$.",
+      "com o",
+      "co mo",
+      "c omo",
+      "▁ва ж",
+      "wa gen",
+      "w agen",
+      "▁rare ly",
+      "▁period s",
+      "▁peri ods",
+      "gl ob",
+      "g lob",
+      "▁F rid",
+      "▁Fr id",
+      "▁Fri d",
+      "▁T err",
+      "▁Te rr",
+      "▁Ter r",
+      "▁Re lease",
+      "▁ Release",
+      "Brain z",
+      "▁гра ф",
+      "▁ граф",
+      "DI S",
+      "D IS",
+      "compat ible",
+      "▁po č",
+      "LI N",
+      "L IN",
+      "▁K ällor",
+      "▁A rizona",
+      "pp y",
+      "p py",
+      "Se q",
+      "S eq",
+      "▁A in",
+      "▁T ourn",
+      "▁To urn",
+      "▁Tour n",
+      "br ow",
+      "bro w",
+      "b row",
+      "▁K ör",
+      "▁Kö r",
+      "▁a sh",
+      "▁as h",
+      "▁ ash",
+      "ogene ous",
+      "▁dia lect",
+      "▁насе ља",
+      "mysql i",
+      "mysq li",
+      "цо в",
+      "ц ов",
+      "▁f lor",
+      "▁fl or",
+      "▁flo r",
+      "▁ф ло",
+      "IA B",
+      "I AB",
+      "▁With in",
+      "▁Wit hin",
+      "^ (",
+      "▁b ois",
+      "▁bo is",
+      "▁t ank",
+      "▁tan k",
+      "▁aff ili",
+      "▁h ijo",
+      "▁hij o",
+      "▁hi jo",
+      "▁K ate",
+      "▁Kat e",
+      "▁Ka te",
+      "▁Ver l",
+      "▁Ve rl",
+      "▁M iami",
+      "▁Mi ami",
+      "▁type script",
+      "▁types cript",
+      "њ у",
+      "▁V ern",
+      "▁Ver n",
+      "▁Ve rn",
+      "▁ви со",
+      "ie mann",
+      "iem ann",
+      "i emann",
+      "▁co verage",
+      "▁cover age",
+      "br ie",
+      "b rie",
+      "▁Start ing",
+      "▁Star ting",
+      "num py",
+      "▁J enkins",
+      "▁Jen kins",
+      "▁k ét",
+      "▁ké t",
+      "▁g rup",
+      "▁gr up",
+      "▁gru p",
+      "▁S cient",
+      "▁Sc ient",
+      "▁Sci ent",
+      "▁inter rupt",
+      "▁b lob",
+      "▁bl ob",
+      "▁blo b",
+      "▁ blob",
+      "ug el",
+      "uge l",
+      "u gel",
+      "▁Or th",
+      "▁Ort h",
+      "ab ama",
+      "aba ma",
+      "▁B apt",
+      "▁Ba pt",
+      "ow nik",
+      "own ik",
+      "▁бы ть",
+      "▁Jul ius",
+      "▁Ju lius",
+      "▁Juli us",
+      "▁П рез",
+      "▁Пре з",
+      "▁subst itute",
+      "support ed",
+      "supp orted",
+      "ch y",
+      "c hy",
+      "egy zetek",
+      "▁Per formance",
+      "▁Perform ance",
+      "less ly",
+      "Con structor",
+      "▁ext ending",
+      "▁extend ing",
+      "▁Mus lim",
+      "Over flow",
+      "▁J enn",
+      "▁Je nn",
+      "▁Jen n",
+      "▁produ z",
+      "▁prod uz",
+      "мі ї",
+      "м ії",
+      "▁país es",
+      "▁e ux",
+      "▁eu x",
+      "▁f ate",
+      "▁fa te",
+      "▁fat e",
+      "ol oge",
+      "olog e",
+      "olo ge",
+      "у к",
+      "▁wo bei",
+      "▁wob ei",
+      "▁S achsen",
+      "▁Sach sen",
+      "▁са йт",
+      "▁сай т",
+      "Mod els",
+      "Model s",
+      "Mode ls",
+      "▁F ast",
+      "▁Fa st",
+      "bes ondere",
+      "▁F R",
+      "▁ FR",
+      "▁a con",
+      "▁ac on",
+      "▁ acon",
+      "▁Den kmal",
+      "▁an ch",
+      "▁anc h",
+      "▁ anch",
+      "▁públic o",
+      "▁T as",
+      "▁Ta s",
+      "▁c and",
+      "▁can d",
+      "▁ca nd",
+      "▁pa ździer",
+      "▁М он",
+      "▁Мо н",
+      "▁vers us",
+      "ru t",
+      "r ut",
+      "G T",
+      "▁insert ing",
+      "▁inser ting",
+      "▁can ad",
+      "▁ca nad",
+      "є м",
+      "▁M etro",
+      "▁Met ro",
+      "▁Herz og",
+      "Ign ore",
+      "▁decre ase",
+      "▁п ун",
+      "▁пу н",
+      "▁F ischer",
+      "▁M all",
+      "▁Ma ll",
+      "▁Mal l",
+      "▁n örd",
+      "io stream",
+      "i ostream",
+      "▁Lux emb",
+      "pay load",
+      "▁Ze itung",
+      "▁Zeit ung",
+      "▁mod ifying",
+      "▁modify ing",
+      "▁C her",
+      "▁Ch er",
+      "▁Che r",
+      "▁Lu ci",
+      "▁Luc i",
+      "n x",
+      "▁lo ose",
+      "▁top ics",
+      "▁topic s",
+      "▁var ied",
+      "▁vari ed",
+      "▁va ried",
+      "▁p g",
+      "▁ pg",
+      "aj es",
+      "aje s",
+      "a jes",
+      "um m",
+      "u mm",
+      "View s",
+      "▁B eau",
+      "▁Be au",
+      "MA P",
+      "M AP",
+      "ip eline",
+      "ipe line",
+      "▁Inter est",
+      "ar ith",
+      "ari th",
+      "▁seg ún",
+      "▁Geme ins",
+      "▁Att ribute",
+      "▁ Attribute",
+      "comm unity",
+      "▁цент р",
+      "▁kil ometer",
+      "▁kilomet er",
+      "▁kilom eter",
+      "▁é conom",
+      "▁éc onom",
+      "lar ation",
+      "▁к ъ",
+      "▁car riage",
+      "▁carri age",
+      "▁L ane",
+      "▁La ne",
+      "▁Lan e",
+      "▁не об",
+      "ku r",
+      "k ur",
+      "▁A F",
+      "▁ AF",
+      "IN TER",
+      "INT ER",
+      ")) $",
+      ") )$",
+      "▁be ide",
+      "▁bei de",
+      "dest ination",
+      "▁font s",
+      "▁fon ts",
+      "▁ fonts",
+      "append Child",
+      "▁M AR",
+      "▁MA R",
+      "▁g ay",
+      "▁ga y",
+      "mi l",
+      "m il",
+      "le sh",
+      "les h",
+      "l esh",
+      "è t",
+      "▁W ang",
+      "▁Wa ng",
+      "▁Y ears",
+      "▁Year s",
+      "▁Ye ars",
+      "▁S ymbol",
+      "▁Sym bol",
+      "▁ Symbol",
+      "Li ve",
+      "L ive",
+      "qu ency",
+      "▁U sers",
+      "▁Use rs",
+      "▁User s",
+      "▁Us ers",
+      "▁ Users",
+      "▁Un icode",
+      "▁S au",
+      "▁Sa u",
+      "▁t ons",
+      "▁to ns",
+      "▁ton s",
+      "▁ tons",
+      "▁Н і",
+      "▁кра ї",
+      "▁ краї",
+      "AX I",
+      "▁P ick",
+      "▁Pi ck",
+      "▁Pic k",
+      "A I",
+      "▁h ath",
+      "▁ha th",
+      "▁hat h",
+      "▁a inda",
+      "▁ain da",
+      "▁p apa",
+      "▁pa pa",
+      "▁pap a",
+      "▁C enso",
+      "▁B ald",
+      "▁Ba ld",
+      "▁Bal d",
+      "▁Насе ље",
+      "▁sim ulations",
+      "▁simulation s",
+      "▁j aren",
+      "▁ja ren",
+      "▁jar en",
+      "▁inher ited",
+      "▁inherit ed",
+      "▁то й",
+      "▁ той",
+      "▁fe els",
+      "▁feel s",
+      "▁fee ls",
+      "ress ion",
+      "r ession",
+      "▁o któber",
+      "bi d",
+      "b id",
+      "ás i",
+      "á si",
+      "▁m uss",
+      "▁mus s",
+      "▁mu ss",
+      "vent ory",
+      "▁me ist",
+      "▁b ore",
+      "▁bo re",
+      "▁bor e",
+      "▁sl ider",
+      "▁slide r",
+      "▁sli der",
+      "▁ slider",
+      "де ли",
+      "\\ ;",
+      "▁extra cted",
+      "▁extract ed",
+      "ку р",
+      "к ур",
+      "Ed ge",
+      "▁per f",
+      "▁pe rf",
+      "▁Brig ade",
+      "▁гра д",
+      "▁ град",
+      "ie nie",
+      "ien ie",
+      "i enie",
+      "▁N orden",
+      "▁Nor den",
+      "▁Nord en",
+      "▁c ancer",
+      "▁can cer",
+      "\" /",
+      "C ur",
+      "▁С ере",
+      "▁Се ре",
+      "▁Сер е",
+      "▁liqu id",
+      "str ucture",
+      "struct ure",
+      "▁cho osing",
+      "▁Per l",
+      "▁Pe rl",
+      "Si de",
+      "S ide",
+      "ü s",
+      "ри тор",
+      "рито р",
+      "рит ор",
+      "▁k ost",
+      "▁ko st",
+      "▁pa ckets",
+      "▁pack ets",
+      "▁packet s",
+      "▁кото рого",
+      "▁Com un",
+      "▁Co mun",
+      "▁f ingers",
+      "▁fin gers",
+      "▁finger s",
+      "ográ fica",
+      "> :",
+      "▁champion nat",
+      "▁bl ieb",
+      "▁S itu",
+      "▁Si tu",
+      "▁Sit u",
+      "▁su ic",
+      "an dis",
+      "and is",
+      "Fr e",
+      "F re",
+      "▁C onc",
+      "▁Con c",
+      "▁Co nc",
+      "▁re public",
+      "▁rep ublic",
+      "▁repub lic",
+      "▁ar med",
+      "▁arm ed",
+      "▁h ell",
+      "▁he ll",
+      "▁hel l",
+      "▁ hell",
+      "▁h ög",
+      "▁hö g",
+      "rag ma",
+      "▁en se",
+      "▁ens e",
+      "▁ ense",
+      "▁ac res",
+      "▁В ід",
+      "▁Ві д",
+      "▁Re form",
+      "▁Ref orm",
+      "Main Activity",
+      "ke eper",
+      "keep er",
+      "kee per",
+      "er b",
+      "e rb",
+      "▁mon aster",
+      "sub subsection",
+      "▁Ди в",
+      "▁cre ature",
+      "▁indic ating",
+      "▁url s",
+      "▁ur ls",
+      "▁ urls",
+      "▁k ein",
+      "▁ke in",
+      "об раз",
+      "обра з",
+      "pi ck",
+      "pic k",
+      "p ick",
+      "▁Ad mir",
+      "▁old est",
+      "▁ol dest",
+      "▁m uz",
+      "▁mu z",
+      "▁contra diction",
+      "▁contrad iction",
+      "▁contradict ion",
+      "▁prob abil",
+      "illi ant",
+      "▁p av",
+      "▁pa v",
+      "▁pa pel",
+      "▁pap el",
+      "ub s",
+      "u bs",
+      "▁ж ена",
+      "▁же на",
+      "▁жен а",
+      "▁ жена",
+      "AM L",
+      "A ML",
+      "▁re cip",
+      "▁rec ip",
+      "▁reci p",
+      "▁C OL",
+      "▁CO L",
+      "▁ COL",
+      "ad ded",
+      "add ed",
+      "▁cl ue",
+      "▁Uk raine",
+      "▁Ukrain e",
+      "▁jel ent",
+      "че нь",
+      "чен ь",
+      "ч ень",
+      "▁mathemat ics",
+      "Ac cept",
+      "▁с от",
+      "▁со т",
+      "▁се вер",
+      "▁isol ated",
+      "▁по я",
+      "w ür",
+      "Ro uter",
+      "Route r",
+      "Rout er",
+      "R outer",
+      "CA T",
+      "C AT",
+      "rg b",
+      "r gb",
+      "▁L ov",
+      "▁Lo v",
+      "mu table",
+      "mut able",
+      "m utable",
+      "▁W es",
+      "▁We s",
+      "▁Ital ien",
+      "Dra g",
+      "Dr ag",
+      "D rag",
+      "en ium",
+      "eni um",
+      "at ting",
+      "att ing",
+      "atti ng",
+      "tc p",
+      "t cp",
+      "▁erfolg te",
+      "▁Be it",
+      "▁Bei t",
+      "га то",
+      "▁System s",
+      "▁Syst ems",
+      "▁re serve",
+      "▁res erve",
+      "er ee",
+      "ere e",
+      "e ree",
+      "▁Па ри",
+      "▁Пар и",
+      "▁з али",
+      "▁за ли",
+      "▁re nt",
+      "▁r ent",
+      "▁ren t",
+      "▁ rent",
+      "▁s unt",
+      "▁su nt",
+      "▁sun t",
+      "▁G irls",
+      "▁Girl s",
+      "▁Gir ls",
+      "▁Er nest",
+      "▁Ern est",
+      "▁f its",
+      "▁fi ts",
+      "▁fit s",
+      "▁op pon",
+      "▁opp on",
+      "▁живе ло",
+      "▁av aient",
+      "▁Flor ence",
+      "▁Flo rence",
+      "▁чи сле",
+      "▁eng ines",
+      "▁engine s",
+      "D ynamic",
+      "▁stycz nia",
+      "▁b ias",
+      "▁bi as",
+      "▁Ex change",
+      "ди й",
+      "▁histor iques",
+      "▁historique s",
+      "▁H ä",
+      "ho d",
+      "h od",
+      "▁w ł",
+      "sch ap",
+      "▁l ac",
+      "▁la c",
+      "▁ lac",
+      "▁F oi",
+      "▁Fo i",
+      "▁d well",
+      "▁dw ell",
+      "▁Unter nehmen",
+      "UR N",
+      "▁kilomet res",
+      "▁Одна ко",
+      "к ли",
+      "▁S ri",
+      "▁Sr i",
+      "Gr oups",
+      "Group s",
+      "min d",
+      "mi nd",
+      "m ind",
+      "os lov",
+      "fer n",
+      "fe rn",
+      "f ern",
+      "eg u",
+      "e gu",
+      "abel ed",
+      "abe led",
+      "F iddle",
+      "▁Cent ury",
+      "/ -",
+      "▁J egyzetek",
+      "He n",
+      "H en",
+      "ens emble",
+      "▁G ut",
+      "▁Gu t",
+      "_{ {\\",
+      "_ {{\\",
+      "▁ran king",
+      "▁rank ing",
+      "+ $",
+      "ал а",
+      "а ла",
+      "▁# {",
+      "▁ #{",
+      "im ientos",
+      "imiento s",
+      "ach im",
+      "ac him",
+      "achi m",
+      "ri des",
+      "ride s",
+      "rid es",
+      "r ides",
+      "▁K laus",
+      "▁Kl aus",
+      "▁int end",
+      "▁inte nd",
+      "▁inten d",
+      "▁Kent ucky",
+      "ci pe",
+      "cip e",
+      "c ipe",
+      "▁D ienst",
+      "▁Di enst",
+      "▁situ ated",
+      "▁pó ź",
+      "▁s crit",
+      "▁sc rit",
+      "▁scr it",
+      "▁scri t",
+      "cl ip",
+      "cli p",
+      "c lip",
+      "не т",
+      "н ет",
+      "ta bles",
+      "table s",
+      "tab les",
+      "t ables",
+      "▁N ied",
+      "▁Ni ed",
+      "▁Nie d",
+      "▁Mc K",
+      "▁pow st",
+      "▁kun nen",
+      "▁Ev ans",
+      "▁Eva ns",
+      "ж ды",
+      "ва ть",
+      "ват ь",
+      "uch ar",
+      "uc har",
+      "ucha r",
+      "u char",
+      "▁res idents",
+      "▁resid ents",
+      "▁resident s",
+      "ia k",
+      "i ak",
+      "▁Re sol",
+      "▁Res ol",
+      "▁ Resol",
+      "▁ve ces",
+      "▁vec es",
+      "▁satisf ying",
+      "▁satisfy ing",
+      "IN F",
+      "I NF",
+      "▁с ин",
+      "▁си н",
+      "▁cross ing",
+      "ib en",
+      "ibe n",
+      "i ben",
+      "▁ши ро",
+      "pt o",
+      "p to",
+      "IL L",
+      "I LL",
+      "▁ро ль",
+      "▁a ktiv",
+      "▁akt iv",
+      "▁обра щения",
+      "Wik ispecies",
+      "▁Hö he",
+      "cr o",
+      "c ro",
+      "══ ══",
+      "al tra",
+      "alt ra",
+      "▁FI LE",
+      "▁ FILE",
+      "▁u ps",
+      "▁up s",
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+      "▁al location",
+      "▁all ocation",
+      "▁alloc ation",
+      "▁allo cation",
+      "Mich ael",
+      "▁acknow led",
+      "Lin ux",
+      "▁met ros",
+      "▁ metros",
+      "tt e",
+      "t te",
+      "af en",
+      "a fen",
+      "▁x code",
+      "▁тра ди",
+      "spe cies",
+      "spec ies",
+      "s pecies",
+      "▁inj ury",
+      "▁са мы",
+      "▁сам ы",
+      "▁l attice",
+      "M aterial",
+      "and enburg",
+      "anden burg",
+      "▁huvud staden",
+      "st ory",
+      "sto ry",
+      "stor y",
+      "▁var ying",
+      "▁vary ing",
+      "▁kö vet",
+      "▁Росси йской",
+      "ir se",
+      "irs e",
+      "▁d rum",
+      "▁dr um",
+      "▁dru m",
+      "Pr essed",
+      "Press ed",
+      "Pres sed",
+      "La r",
+      "L ar",
+      "▁A gu",
+      "▁Ag u",
+      "▁w eil",
+      "▁we il",
+      "▁comm ence",
+      "▁Seg ún",
+      "Gest ure",
+      "Sh ape",
+      "S hape",
+      "▁V ors",
+      "▁Vo rs",
+      "▁Vor s",
+      "▁succ ès",
+      "▁correct ed",
+      "▁corre cted",
+      "▁corr ected",
+      "K ar",
+      "▁cr uel",
+      "▁cru el",
+      "▁polit ico",
+      "▁Schrift steller",
+      "▁ris ult",
+      "et u",
+      "e tu",
+      "arch iv",
+      "▁gén ero",
+      "▁gé nero",
+      "▁L ü",
+      "▁tri umph",
+      "OR S",
+      "O RS",
+      "L u",
+      "▁person nel",
+      "▁personn el",
+      "▁personne l",
+      "▁H ills",
+      "▁Hill s",
+      "▁Hil ls",
+      "as set",
+      "ass et",
+      "asse t",
+      "do min",
+      "dom in",
+      "d omin",
+      "Rece ive",
+      "▁O ak",
+      "▁K no",
+      "▁Kn o",
+      "▁The ory",
+      "ir ie",
+      "iri e",
+      "i rie",
+      "ow an",
+      "owa n",
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+      "et eor",
+      "ete or",
+      "ament os",
+      "amento s",
+      "▁in direct",
+      "▁ind irect",
+      "ib ől",
+      "▁g ros",
+      "▁gr os",
+      "▁gro s",
+      "▁Original s",
+      "▁Origin als",
+      "▁Orig inals",
+      "comm ands",
+      "command s",
+      "Ex port",
+      "Exp ort",
+      "▁A vec",
+      "▁Av ec",
+      "▁sole mn",
+      "▁solem n",
+      "▁correct ion",
+      "▁corre ction",
+      "▁corr ection",
+      "▁про води",
+      "▁прово ди",
+      "▁Mo sk",
+      "▁Mos k",
+      "▁по до",
+      "▁под о",
+      "▁geb ied",
+      "▁nast ęp",
+      "▁D river",
+      "▁Dr iver",
+      "▁Drive r",
+      "▁ Driver",
+      "▁O ok",
+      "▁V ec",
+      "▁Ve c",
+      "▁ Vec",
+      "▁lung o",
+      "▁lun go",
+      "fi cos",
+      "fic os",
+      "fico s",
+      "f icos",
+      "▁s vol",
+      "▁sv ol",
+      "▁svo l",
+      "▁k id",
+      "▁ki d",
+      "n ja",
+      "▁H r",
+      "▁под дер",
+      "▁vis ibility",
+      "▁ visibility",
+      "▁M éd",
+      "▁Mé d",
+      "▁c pu",
+      "▁cp u",
+      "▁ cpu",
+      "dis cussion",
+      "As set",
+      "Ass et",
+      "▁def ense",
+      "▁Any one",
+      "▁Just in",
+      "is zt",
+      "isz t",
+      "▁Coll ins",
+      "▁Val ent",
+      "▁P ale",
+      "▁Pa le",
+      "▁Pal e",
+      "▁f uel",
+      "▁fue l",
+      "▁fu el",
+      "▁n ose",
+      "▁no se",
+      "▁nos e",
+      "rí guez",
+      "▁Sch les",
+      "▁Schl es",
+      "▁Mal ays",
+      "▁com mut",
+      "▁comm ut",
+      "dr o",
+      "d ro",
+      "ui ng",
+      "u ing",
+      "▁R ico",
+      "▁Ric o",
+      "▁Ri co",
+      "▁Em ma",
+      "or p",
+      "o rp",
+      "▁K irk",
+      "▁Kir k",
+      "▁Qu ando",
+      "▁Ne ue",
+      "▁Neu e",
+      "▁de mande",
+      "▁dem ande",
+      "▁demand e",
+      "▁C over",
+      "▁Co ver",
+      "▁Cov er",
+      "▁res cue",
+      "▁gew ählt",
+      "▁Cal endar",
+      "▁ Calendar",
+      "▁Mad onna",
+      "W P",
+      "os hi",
+      "osh i",
+      "▁M aven",
+      "▁Ma ven",
+      "▁b elle",
+      "▁be lle",
+      "▁bel le",
+      "▁bell e",
+      "▁w x",
+      "▁ wx",
+      "▁su gar",
+      "▁sug ar",
+      "▁Bet rieb",
+      "▁equilib rium",
+      "E AR",
+      "▁text s",
+      "▁tex ts",
+      "сло в",
+      "с лов",
+      "▁czerw ca",
+      "▁D üsseld",
+      "▁EL SE",
+      "▁am ery",
+      "▁amer y",
+      "▁a ni",
+      "▁an i",
+      "▁ ani",
+      "▁o bey",
+      "▁ob ey",
+      "▁N ell",
+      "▁Ne ll",
+      "▁Nel l",
+      "▁in ne",
+      "▁inn e",
+      "▁т ро",
+      "▁ тро",
+      "F D",
+      "cc o",
+      "c co",
+      "▁Z ob",
+      "▁Zo b",
+      "al ette",
+      "ale tte",
+      "alet te",
+      "a lette",
+      "▁má jus",
+      "ect ed",
+      "ec ted",
+      "e cted",
+      "▁Tur key",
+      "▁Turk ey",
+      "▁Wh ether",
+      "▁Whe ther",
+      "q i",
+      "▁ш то",
+      "▁head quarters",
+      "en di",
+      "end i",
+      "ar us",
+      "aru s",
+      "a rus",
+      "op us",
+      "o pus",
+      "▁з оло",
+      "▁зо ло",
+      "▁de stru",
+      "▁dest ru",
+      "▁L ok",
+      "▁Lo k",
+      "▁satisf action",
+      "() \r",
+      "( )\r",
+      "▁Т ер",
+      "▁Те р",
+      "Jo se",
+      "J ose",
+      "▁con quer",
+      "▁conqu er",
+      "▁E ffect",
+      "▁ Effect",
+      "Layout Params",
+      "ie z",
+      "i ez",
+      "▁extern s",
+      "▁gegen über",
+      "▁E SP",
+      "▁ES P",
+      "ol ta",
+      "olt a",
+      "process or",
+      "proc essor",
+      "▁K ult",
+      "▁Ku lt",
+      "▁Atl anta",
+      "▁t ier",
+      "▁ti er",
+      "▁tie r",
+      "Oper ator",
+      "▁ди а",
+      "▁пи сь",
+      "▁gro ß",
+      "▁he arts",
+      "▁heart s",
+      "▁hear ts",
+      "▁mill imeter",
+      "al though",
+      "alth ough",
+      "al les",
+      "all es",
+      "alle s",
+      "a lles",
+      "▁Mag ic",
+      "tr aining",
+      "tra ining",
+      "train ing",
+      "ol ine",
+      "oli ne",
+      "olin e",
+      "o line",
+      "▁орган і",
+      ">\\< ^",
+      "> \\<^",
+      "ці аль",
+      "ex ports",
+      "export s",
+      "Work book",
+      "▁вере сня",
+      "▁t eles",
+      "▁te les",
+      "▁tele s",
+      "▁tel es",
+      "▁econom y",
+      "▁econ omy",
+      "▁ec onomy",
+      "▁t rap",
+      "▁tr ap",
+      "▁tra p",
+      "▁ref use",
+      "▁str anger",
+      "▁strange r",
+      "▁stran ger",
+      "▁inst inct",
+      "по да",
+      "ol an",
+      "ola n",
+      "o lan",
+      "▁n ing",
+      "▁ni ng",
+      "▁nin g",
+      "▁ ning",
+      "inf late",
+      "infl ate",
+      "itat ea",
+      "itate a",
+      "ack s",
+      "ac ks",
+      "a cks",
+      "▁J oy",
+      "▁Jo y",
+      "FL AG",
+      "FLA G",
+      "ail and",
+      "ai land",
+      "▁sort i",
+      "▁sor ti",
+      "▁в пер",
+      "▁p én",
+      "▁pé n",
+      "Not hing",
+      "No thing",
+      "N othing",
+      "▁sz áz",
+      "▁Á ng",
+      "▁A UT",
+      "▁ AUT",
+      "Act ions",
+      "Action s",
+      "A ctions",
+      "E very",
+      "▁чер вня",
+      "▁авто мо",
+      "▁rout ine",
+      "▁e struct",
+      "▁est ruct",
+      "▁G ang",
+      "▁Ga ng",
+      "▁Gan g",
+      "▁h oles",
+      "▁ho les",
+      "▁hol es",
+      "▁hole s",
+      "th esis",
+      "thes is",
+      "▁con cl",
+      "▁conc l",
+      "▁p é",
+      "ri ers",
+      "rie rs",
+      "rier s",
+      "r iers",
+      "ро вой",
+      "рово й",
+      "р овой",
+      "ad ic",
+      "adi c",
+      "a dic",
+      "Sp eed",
+      "Spe ed",
+      "▁command ed",
+      "▁N azionale",
+      "▁Naz ionale",
+      "Man aged",
+      "▁DE CLARE",
+      "▁se dan",
+      "▁sed an",
+      "String s",
+      "Str ings",
+      "▁sa cred",
+      "▁sac red",
+      "▁sacr ed",
+      "ter such",
+      "ters uch",
+      "▁abit anti",
+      "br it",
+      "b rit",
+      "▁N CAA",
+      "▁NC AA",
+      "▁С П",
+      "▁a ged",
+      "▁ag ed",
+      "▁age d",
+      "▁ aged",
+      "▁Ch iesa",
+      "▁Chi esa",
+      "▁re vision",
+      "▁rev ision",
+      "▁revis ion",
+      "op ro",
+      "o pro",
+      "▁over write",
+      "emb ros",
+      "embro s",
+      "▁sort ie",
+      "▁sorti e",
+      "▁ot ten",
+      "▁ott en",
+      "xi v",
+      "x iv",
+      "▁d eli",
+      "▁de li",
+      "▁del i",
+      "▁A sp",
+      "▁As p",
+      "▁b alls",
+      "▁bal ls",
+      "▁ball s",
+      "ka f",
+      "k af",
+      "▁br ave",
+      "▁bra ve",
+      "▁все го",
+      "▁вс его",
+      "eg n",
+      "e gn",
+      "jp eg",
+      "▁O sten",
+      "▁Os ten",
+      "▁Ost en",
+      "Const ants",
+      "▁Inf antry",
+      "▁N ev",
+      "▁Ne v",
+      "▁я ких",
+      "▁як их",
+      "▁му ниципа",
+      "ci ja",
+      "c ija",
+      "▁p oem",
+      "▁po em",
+      "▁ne gro",
+      "▁neg ro",
+      "ха р",
+      "х ар",
+      "▁A sk",
+      "▁As k",
+      "▁a vo",
+      "▁av o",
+      "▁ avo",
+      "▁Me yer",
+      "▁Mey er",
+      "▁W esten",
+      "▁We sten",
+      "▁West en",
+      "▁Wes ten",
+      "▁o ko",
+      "▁ok o",
+      "▁ oko",
+      "ag in",
+      "agi n",
+      "a gin",
+      "▁Süd en",
+      "▁Sü den",
+      "ent ries",
+      "entr ies",
+      "▁Rep ublik",
+      "▁Repub lik",
+      "Collection View",
+      "-- -----",
+      "---- ---",
+      "--- ----",
+      "------ -",
+      "----- --",
+      "- ------",
+      "▁fire fox",
+      "▁alc une",
+      "▁фо то",
+      "▁отри ма",
+      "~~~~ ~~~~",
+      "▁Ра з",
+      "▁Com plex",
+      "▁Comp lex",
+      "▁Comple x",
+      "▁p ia",
+      "▁pi a",
+      "▁public ada",
+      "we i",
+      "w ei",
+      "ced ure",
+      "occup ation",
+      "▁medic ine",
+      "▁dr ove",
+      "▁dro ve",
+      "Pro blem",
+      "▁beg inner",
+      "▁begin ner",
+      "▁thorough ly",
+      "ur ia",
+      "uri a",
+      "u ria",
+      "av ant",
+      "ava nt",
+      "avan t",
+      "uch a",
+      "uc ha",
+      "u cha",
+      "▁l ever",
+      "▁le ver",
+      "▁lev er",
+      "▁te atro",
+      "▁teat ro",
+      "AV A",
+      "A VA",
+      "sq u",
+      "s qu",
+      "tr at",
+      "tra t",
+      "t rat",
+      "iv atal",
+      "iva tal",
+      "▁d irty",
+      "▁dir ty",
+      "▁se conde",
+      "▁second e",
+      "▁sec onde",
+      "▁grav it",
+      "▁pro position",
+      "▁prop osition",
+      "▁propos ition",
+      "h bar",
+      "om ini",
+      "omin i",
+      "omi ni",
+      "▁ ”",
+      "▁C amil",
+      "▁Cam il",
+      "▁Ca mil",
+      "▁qu een",
+      "▁que en",
+      "mod ifier",
+      "J an",
+      "▁l yr",
+      "▁ly r",
+      "Com boBox",
+      "ion ic",
+      "io nic",
+      "ioni c",
+      "i onic",
+      "▁h oly",
+      "▁ho ly",
+      "▁hol y",
+      "▁Sebast ian",
+      "| _{",
+      "▁{ @",
+      "▁мо жно",
+      "▁мож но",
+      "▁Cre ative",
+      "▁inter ess",
+      "▁inte ress",
+      "▁C T",
+      "▁ CT",
+      "i ções",
+      "▁ch ant",
+      "▁cha nt",
+      "▁ chant",
+      "▁wsp ół",
+      "▁Мекси ка",
+      "▁ran ked",
+      "▁rank ed",
+      "▁paździer nika",
+      "▁b rut",
+      "▁br ut",
+      "▁bru t",
+      "▁far ther",
+      "▁V erb",
+      "▁Ver b",
+      "▁Ve rb",
+      "▁S even",
+      "▁Se ven",
+      "lb l",
+      "l bl",
+      "▁mention s",
+      "▁ment ions",
+      "▁F ight",
+      "▁Fig ht",
+      "if en",
+      "ife n",
+      "i fen",
+      "▁b og",
+      "▁bo g",
+      "▁re gres",
+      "▁reg res",
+      "▁sc oring",
+      "ic ane",
+      "ica ne",
+      "ican e",
+      "▁El li",
+      "▁Ell i",
+      "▁pie rw",
+      "▁pier w",
+      "me asure",
+      "ński ej",
+      "ń skiej",
+      "# {",
+      "▁де ся",
+      "▁var maste",
+      "▁Un ix",
+      "I Z",
+      "iti é",
+      "Prim ary",
+      "▁Spring er",
+      "▁Spr inger",
+      "ün g",
+      "ü ng",
+      "▁an v",
+      "▁vers ione",
+      "▁version e",
+      "▁should ers",
+      "▁shoulder s",
+      "▁бри га",
+      "▁j av",
+      "▁ja v",
+      "▁ jav",
+      "lt al",
+      "l tal",
+      "▁kall aste",
+      "▁Mitch ell",
+      "▁wire less",
+      "▁wir eless",
+      "▁Á l",
+      "resp ons",
+      "co uld",
+      "cou ld",
+      "c ould",
+      "▁re lax",
+      "▁rel ax",
+      "▁rela x",
+      "▁ relax",
+      "Lo nd",
+      "L ond",
+      "ń cz",
+      "ство вал",
+      "ствова л",
+      "▁pol ski",
+      "en ç",
+      "za r",
+      "z ar",
+      "▁d type",
+      "▁dt ype",
+      "ow ned",
+      "own ed",
+      "un known",
+      "unk nown",
+      "▁m utable",
+      "▁mu table",
+      "▁mut able",
+      "▁ mutable",
+      "▁si empre",
+      "▁Mont real",
+      "▁loc ate",
+      "▁tr aces",
+      "▁tra ces",
+      "▁trace s",
+      "▁trac es",
+      "▁ins gesamt",
+      "▁N il",
+      "▁Ni l",
+      "▁ Nil",
+      "▁п рода",
+      "▁про да",
+      "▁прод а",
+      "▁War ner",
+      "▁N au",
+      "▁Na u",
+      "tri angle",
+      "▁concentr ation",
+      "▁gentle men",
+      "äch t",
+      "ä cht",
+      "fil ters",
+      "filter s",
+      "inci pal",
+      "VAL ID",
+      "▁де пута",
+      "ad ó",
+      "▁kon st",
+      "gs å",
+      "ag as",
+      "aga s",
+      "a gas",
+      "▁meille ur",
+      "▁дан ным",
+      "є дна",
+      "en coded",
+      "enc oded",
+      "encode d",
+      "< '",
+      "▁she ets",
+      "▁sheet s",
+      "▁ sheets",
+      "cu ador",
+      "▁викори стову",
+      "▁De put",
+      "▁Dep ut",
+      "▁man ière",
+      "ą g",
+      "cs ol",
+      "c sol",
+      ")$ -",
+      ") $-",
+      "UI View",
+      "▁mill ones",
+      "▁E hren",
+      "▁Ehr en",
+      "Si l",
+      "S il",
+      "▁a tac",
+      "▁at ac",
+      "▁C old",
+      "▁Col d",
+      "▁Co ld",
+      "\" \\",
+      "▁appro ached",
+      "▁approach ed",
+      "▁Års med",
+      "W M",
+      "▁De port",
+      "▁Dep ort",
+      "mi s",
+      "m is",
+      "and box",
+      "ob serv",
+      "obs erv",
+      "set ting",
+      "sett ing",
+      "ha tó",
+      "hat ó",
+      "h ató",
+      "▁s trat",
+      "▁st rat",
+      "▁str at",
+      "▁stra t",
+      "▁s pre",
+      "▁sp re",
+      "▁spr e",
+      "▁ spre",
+      "▁person ne",
+      "▁pers onne",
+      "▁personn e",
+      "▁dir ige",
+      "▁dirig e",
+      "pu ll",
+      "p ull",
+      "da ting",
+      "dat ing",
+      "d ating",
+      "▁F act",
+      "▁Fa ct",
+      "▁Fac t",
+      "▁ Fact",
+      "▁manip ulate",
+      "▁M AC",
+      "▁MA C",
+      "▁d ej",
+      "▁de j",
+      "ult imo",
+      "F X",
+      "Li fe",
+      "L ife",
+      "▁c rack",
+      "▁cr ack",
+      "▁cra ck",
+      "▁m í",
+      "▁п ове",
+      "▁по ве",
+      "▁пов е",
+      "▁w ore",
+      "▁wor e",
+      "▁wo re",
+      "univers ité",
+      "▁form ulas",
+      "▁formula s",
+      "▁Elis abeth",
+      "pl ots",
+      "plot s",
+      "mi le",
+      "mil e",
+      "m ile",
+      "▁me nor",
+      "▁men or",
+      "ти л",
+      "т ил",
+      "key word",
+      "▁Balt imore",
+      "hr er",
+      "hre r",
+      "h rer",
+      "▁C lement",
+      "▁Cl ement",
+      "▁Cle ment",
+      "vi m",
+      "v im",
+      "ra ss",
+      "ras s",
+      "r ass",
+      "T ake",
+      "▁cím ű",
+      "▁Con vention",
+      "at ge",
+      "se ed",
+      "see d",
+      "s eed",
+      "▁D í",
+      "▁Sp ider",
+      "ah oo",
+      "aho o",
+      "▁име ет",
+      "ühr t",
+      "üh rt",
+      "▁по писа",
+      "▁C ot",
+      "▁Co t",
+      "▁no bles",
+      "▁noble s",
+      "▁nob les",
+      "RE SS",
+      "RES S",
+      "▁che min",
+      "▁chem in",
+      "▁gł ówn",
+      "G G",
+      "▁German ia",
+      "▁Ger mania",
+      "▁Germ ania",
+      "▁Alexand re",
+      "he ns",
+      "hen s",
+      "h ens",
+      "sw ift",
+      "oo p",
+      "o op",
+      "Sub view",
+      "▁requ iring",
+      "ęd zy",
+      "ędz y",
+      "▁f ict",
+      "▁fi ct",
+      "▁fic t",
+      "▁Кон стан",
+      "▁dé put",
+      "▁dép ut",
+      "▁surpr ising",
+      "▁de ix",
+      "▁dei x",
+      "▁unter schied",
+      "in son",
+      "ins on",
+      "▁Char acter",
+      "▁ Character",
+      "▁g estion",
+      "▁ges tion",
+      "▁gest ion",
+      "ch us",
+      "c hus",
+      "com es",
+      "co mes",
+      "come s",
+      "▁n eur",
+      "▁ne ur",
+      "▁neu r",
+      "▁ neur",
+      "▁ye ux",
+      "ol lar",
+      "oll ar",
+      "▁par ad",
+      "▁para d",
+      "▁pa rad",
+      "▁mag giore",
+      "▁maggio re",
+      "▁maggior e",
+      "TR AN",
+      "▁vo tre",
+      "▁vot re",
+      "▁des cent",
+      "▁desc ent",
+      "▁I con",
+      "▁ Icon",
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+      "▁Hall e",
+      "▁Hal le",
+      "▁Maj esty",
+      "▁Sw itch",
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+      "▁оста н",
+      "▁ост ан",
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+      "▁pl ut",
+      "▁T rain",
+      "▁Tr ain",
+      "▁Tra in",
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+      "▁p uesto",
+      "▁pu esto",
+      "▁pue sto",
+      "▁t oss",
+      "▁to ss",
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+      "▁Gener ation",
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+      "▁nah e",
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+      "▁Bu g",
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+      "▁p ending",
+      "▁pen ding",
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+      "▁Ent ry",
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+      "▁Be rl",
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+      "▁So c",
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+      "▁Ba th",
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+      "▁de d",
+      "▁ ded",
+      "▁Od kazy",
+      "▁M sg",
+      "▁ Msg",
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+      "▁web pack",
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+      "ellig ence",
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+      "▁Office r",
+      "▁Offic er",
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+      "▁deliver y",
+      "▁deli very",
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+      "▁w il",
+      "▁v esc",
+      "▁ve sc",
+      "▁ves c",
+      "uszt us",
+      "▁Ge off",
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+      "▁For e",
+      "▁Fo re",
+      "▁w enig",
+      "▁we nig",
+      "▁wen ig",
+      "▁A irl",
+      "▁Air l",
+      "▁E fter",
+      "▁Bre ak",
+      "▁St äd",
+      "is miss",
+      "ism iss",
+      "í p",
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+      "▁avo ided",
+      "▁assert ion",
+      "D N",
+      "▁te at",
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+      "ín a",
+      "í na",
+      "▁mechan ical",
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+      "i su",
+      "@ {",
+      "▁n ou",
+      "▁no u",
+      "▁ nou",
+      "Ital ie",
+      "source forge",
+      "▁s vo",
+      "▁sv o",
+      "▁kir ály",
+      "▁Re ferences",
+      "▁Refer ences",
+      "▁Reference s",
+      "si x",
+      "s ix",
+      "▁Arch ives",
+      "▁Archiv es",
+      "▁Archive s",
+      "▁fin ishing",
+      "▁finish ing",
+      "ac je",
+      "ét at",
+      "éta t",
+      "é tat",
+      "if fs",
+      "iff s",
+      "▁st ead",
+      "▁ste ad",
+      "▁fe as",
+      "aw are",
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+      "▁Ag ent",
+      "▁Age nt",
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+      "▁a men",
+      "▁am en",
+      "▁ amen",
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+      "▁Mart ín",
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+      "zi ale",
+      "zial e",
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+      "ce des",
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+      "▁кра й",
+      "▁d ivent",
+      "▁di vent",
+      "▁div ent",
+      "▁k é",
+      "▁ ké",
+      "qu it",
+      "qui t",
+      "q uit",
+      "то ром",
+      "тор ом",
+      "Check Box",
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+      "ph e",
+      "p he",
+      "pt a",
+      "p ta",
+      "▁s jö",
+      "▁sj ö",
+      "▁розта ш",
+      "▁tedes co",
+      "▁s tal",
+      "▁st al",
+      "▁sta l",
+      "▁ stal",
+      "▁Be ruf",
+      "▁Ber uf",
+      "ова я",
+      "о вая",
+      "▁s vě",
+      "▁sv ě",
+      "▁fl ush",
+      "▁flu sh",
+      "▁ flush",
+      "▁від бу",
+      "▁rad ial",
+      "▁radi al",
+      "▁différ entes",
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+      "▁Per ry",
+      "Col l",
+      "Co ll",
+      "C oll",
+      "li qu",
+      "l iqu",
+      "▁Option al",
+      "▁Opt ional",
+      "▁ Optional",
+      "▁Сан кт",
+      "▁LIN Q",
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+      "▁Fr anc",
+      "▁Fra nc",
+      "ci je",
+      "c ije",
+      "▁Gu illaume",
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+      "k now",
+      "▁Un its",
+      "▁Unit s",
+      "ol k",
+      "▁Syst ème",
+      "▁S ales",
+      "▁Sal es",
+      "▁Sa les",
+      "▁ehemal igen",
+      "ми рова",
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+      "set opt",
+      "▁m ellan",
+      "▁mel lan",
+      "▁z ie",
+      "▁ zie",
+      "▁gi ant",
+      "Bo ard",
+      "▁C aval",
+      "▁Ca val",
+      "▁Cav al",
+      "▁def ence",
+      "-- --------",
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+      "--- -------",
+      "------ ----",
+      "----- -----",
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+      "p shire",
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+      "m art",
+      "▁Di oc",
+      "is kt",
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+      "▁ins e",
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+      "▁profes or",
+      "▁repeated ly",
+      "▁repeat edly",
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+      "▁L ip",
+      "▁Li p",
+      "вши е",
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+      "▁ke en",
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+      "▁critic s",
+      "▁N icola",
+      "▁Nicol a",
+      "▁Nic ola",
+      "▁Ni cola",
+      "▁C and",
+      "▁Can d",
+      "▁Ca nd",
+      "▁dist int",
+      "▁he ading",
+      "▁head ing",
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+      "{ |",
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+      "yme n",
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+      "▁nomin ated",
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+      "▁K ay",
+      "▁Ka y",
+      "ci an",
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+      "c ian",
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+      "stell e",
+      "▁disput e",
+      "▁disp ute",
+      "▁ щ",
+      "Data Set",
+      "no thing",
+      "not hing",
+      "n othing",
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+      "Auto m",
+      "hör en",
+      "hö ren",
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+      "▁she d",
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+      "▁wr apping",
+      "▁wra pping",
+      "▁wrap ping",
+      "-------- -+",
+      "--- ------+",
+      "------ ---+",
+      "----- ----+",
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+      "▁( **",
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+      "▁лю того",
+      "▁K ru",
+      "▁Kr u",
+      "▁P olen",
+      "▁Pol en",
+      "▁Po len",
+      "ні м",
+      "ne ar",
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+      "n ear",
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+      "▁moy enne",
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+      "▁partic ipe",
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+      "▁K oh",
+      "▁Ko h",
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+      "▁mer chant",
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+      "▁dé r",
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+      "▁link er",
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+      "▁пол е",
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+      "▁myster y",
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+      "▁▁▁▁▁ ▁",
+      "▁▁▁ ▁▁▁",
+      "▁ ▁▁▁▁▁",
+      "▁▁ ▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁ ▁▁▁▁▁▁▁▁",
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+      "▁▁▁▁▁▁ ▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁ ▁▁",
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+      "▁▁▁▁▁▁▁▁▁ ▁▁▁",
+      "▁▁▁▁▁▁▁ ▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁ ▁",
+      "▁ ▁▁▁▁▁▁▁▁▁▁▁",
+      "▁▁ ▁▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁ ▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁ ▁▁▁▁▁",
+      "▁▁▁▁▁ ▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁ ▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁▁ ▁",
+      "▁▁▁▁▁▁▁▁▁▁ ▁▁▁",
+      "▁▁▁ ▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁ ▁▁▁▁",
+      "▁▁▁▁▁▁▁ ▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁ ▁▁",
+      "▁ ▁▁▁▁▁▁▁▁▁▁▁▁",
+      "▁▁ ▁▁▁▁▁▁▁▁",
+      "▁▁▁▁ ▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁ ▁▁",
+      "▁▁▁▁▁ ▁▁▁▁▁",
+      "▁▁▁▁▁▁ ▁▁▁▁",
+      "▁▁▁ ▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁ ▁",
+      "▁▁▁▁▁▁▁ ▁▁▁",
+      "▁ ▁▁▁▁▁▁▁▁▁",
+      "▁▁ ▁▁▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁ ▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁ ▁▁▁▁▁▁",
+      "▁▁▁▁▁ ▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁ ▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁▁ ▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁▁▁ ▁",
+      "▁▁▁▁▁▁▁▁▁▁ ▁▁▁▁",
+      "▁▁▁ ▁▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁ ▁▁▁▁▁",
+      "▁▁▁▁▁▁▁ ▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁ ▁▁▁",
+      "▁ ▁▁▁▁▁▁▁▁▁▁▁▁▁",
+      "▁▁ ▁",
+      "▁ ▁▁",
+      "▁▁ ▁▁▁▁▁▁▁",
+      "▁▁▁▁ ▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁ ▁",
+      "▁▁▁▁▁ ▁▁▁▁",
+      "▁▁▁▁▁▁ ▁▁▁",
+      "▁▁▁ ▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁ ▁▁",
+      "▁ ▁▁▁▁▁▁▁▁",
+      "▁▁ ▁▁▁▁▁",
+      "▁▁▁▁ ▁▁▁",
+      "▁▁▁▁▁ ▁▁",
+      "▁▁▁▁▁▁ ▁",
+      "▁▁▁ ▁▁▁▁",
+      "▁ ▁▁▁▁▁▁",
+      "▁▁ ▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁ ▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁ ▁▁▁",
+      "▁▁▁▁▁ ▁▁▁▁▁▁",
+      "▁▁▁▁▁▁ ▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁ ▁",
+      "▁▁▁ ▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁ ▁▁",
+      "▁▁▁▁▁▁▁ ▁▁▁▁",
+      "▁ ▁▁▁▁▁▁▁▁▁▁",
+      "▁▁ ▁▁▁▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁ ▁▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁ ▁▁▁▁▁▁▁",
+      "▁▁▁▁▁ ▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁ ▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁▁ ▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁▁▁ ▁▁",
+      "▁▁▁▁▁▁▁▁▁▁ ▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁▁▁▁ ▁",
+      "▁▁▁ ▁▁▁▁▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁ ▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁ ▁▁▁▁▁▁▁▁",
+      "▁▁▁▁▁▁▁▁▁▁▁ ▁▁▁▁",
+      "▁ ▁▁▁▁▁▁▁▁▁▁▁▁▁▁"
+    ]
+  }
+}
\ No newline at end of file
diff --git a/tokenizer.model b/tokenizer.model
new file mode 100644
index 0000000..6c00c74
--- /dev/null
+++ b/tokenizer.model
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723
diff --git a/tokenizer_config.json b/tokenizer_config.json
new file mode 100644
index 0000000..5ecc067
--- /dev/null
+++ b/tokenizer_config.json
@@ -0,0 +1,66 @@
+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32000": {
+      "content": "<video>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32001": {
+      "content": "<image>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "extra_special_tokens": {
+    "image_token": "<image>",
+    "video_token": "<video>"
+  },
+  "image_token": "<image>",
+  "legacy": false,
+  "model_max_length": 10250,
+  "pad_token": "<unk>",
+  "padding_side": "left",
+  "processor_class": "LlavaNextVideoProcessor",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false,
+  "video_token": "<video>"
+}
diff --git a/video_preprocessor_config.json b/video_preprocessor_config.json
new file mode 100644
index 0000000..284bf87
--- /dev/null
+++ b/video_preprocessor_config.json
@@ -0,0 +1,63 @@
+{
+  "crop_size": {
+    "height": 336,
+    "width": 336
+  },
+  "data_format": "channels_first",
+  "default_to_square": false,
+  "device": null,
+  "do_center_crop": true,
+  "do_convert_rgb": true,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "do_sample_frames": false,
+  "fps": null,
+  "image_grid_pinpoints": [
+    [
+      336,
+      672
+    ],
+    [
+      672,
+      336
+    ],
+    [
+      672,
+      672
+    ],
+    [
+      1008,
+      336
+    ],
+    [
+      336,
+      1008
+    ]
+  ],
+  "image_mean": [
+    0.48145466,
+    0.4578275,
+    0.40821073
+  ],
+  "image_processor_type": "LlavaNextImageProcessor",
+  "image_std": [
+    0.26862954,
+    0.26130258,
+    0.27577711
+  ],
+  "input_data_format": null,
+  "num_frames": null,
+  "pad_size": null,
+  "processor_class": "LlavaNextVideoProcessor",
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "return_metadata": false,
+  "return_tensors": null,
+  "size": {
+    "shortest_edge": 336
+  },
+  "video_metadata": null,
+  "video_processor_type": "LlavaNextVideoVideoProcessor"
+}