EZFGraphic: text-to-image model
Browse files- config.json +20 -0
- configuration_ezfgraphic.py +18 -0
- modeling_ezfgraphic.py +91 -0
- pytorch_model.bin +3 -0
- tokenizer.json +799 -0
config.json
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{
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"architectures": [
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"EZFGraphic"
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],
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"model_type": "ezfgraphic",
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"vocab_size": 500,
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"d_model": 256,
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"n_layer": 6,
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"n_head": 4,
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"ctx": 32,
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"dropout": 0.1,
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"image_size": 128,
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"patch_size": 8,
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"codebook_size": 0,
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"torch_dtype": "float32",
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"auto_map": {
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"AutoConfig": "configuration_ezfgraphic.EZFGraphicConfig",
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"AutoModel": "modeling_ezfgraphic.EZFGraphic"
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}
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}
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configuration_ezfgraphic.py
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from transformers import PretrainedConfig
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class EZFGraphicConfig(PretrainedConfig):
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model_type = "ezfgraphic"
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def __init__(self, vocab_size=500, d_model=256, n_layer=6, n_head=4,
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ctx=32, dropout=0.1, image_size=128, patch_size=8,
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codebook_size=0, **kwargs):
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super().__init__(**kwargs)
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self.vocab_size = vocab_size
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self.d_model = d_model
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self.n_layer = n_layer
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self.n_head = n_head
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self.ctx = ctx
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self.dropout = dropout
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self.image_size = image_size
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self.patch_size = patch_size
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self.codebook_size = codebook_size
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modeling_ezfgraphic.py
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from configuration_ezfgraphic import EZFGraphicConfig
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import torch, torch.nn as nn, torch.nn.functional as F
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from transformers import PreTrainedModel
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class RMSNorm(nn.Module):
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def __init__(self, d, eps=1e-5):
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super().__init__()
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self.w = nn.Parameter(torch.ones(d)); self.eps = eps
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def forward(self, x):
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return x * torch.rsqrt(x.pow(2).mean(-1, keepdim=True) + self.eps) * self.w
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class Attention(nn.Module):
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def __init__(self, cfg):
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super().__init__()
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self.qkv = nn.Linear(cfg.d_model, 3 * cfg.d_model, bias=False)
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self.proj = nn.Linear(cfg.d_model, cfg.d_model, bias=False)
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self.drop = nn.Dropout(cfg.dropout)
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self.register_buffer("mask", torch.tril(torch.ones(512, 512)).bool())
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def forward(self, x):
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B, T, C = x.shape
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q, k, v = self.qkv(x).chunk(3, dim=-1)
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att = (q @ k.transpose(-2, -1)) / (C ** 0.5)
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att = att.masked_fill(~self.mask[:T, :T], float("-inf"))
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att = self.drop(F.softmax(att, dim=-1))
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return self.proj(att @ v)
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class FeedForward(nn.Module):
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def __init__(self, cfg):
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super().__init__()
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self.fc1 = nn.Linear(cfg.d_model, 2 * cfg.d_model)
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self.fc2 = nn.Linear(2 * cfg.d_model, cfg.d_model)
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self.drop = nn.Dropout(cfg.dropout)
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def forward(self, x):
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return self.drop(self.fc2(F.relu(self.fc1(x))))
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class Block(nn.Module):
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def __init__(self, cfg):
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super().__init__()
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self.ln1 = RMSNorm(cfg.d_model); self.attn = Attention(cfg)
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self.ln2 = RMSNorm(cfg.d_model); self.ffn = FeedForward(cfg)
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def forward(self, x):
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x = x + self.attn(self.ln1(x))
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x = x + self.ffn(self.ln2(x))
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return x
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class EZFGraphic(PreTrainedModel):
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config_class = EZFGraphicConfig
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def __init__(self, config):
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super().__init__(config)
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cfg = config
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self.cfg = cfg
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self.text_emb = nn.Embedding(cfg.vocab_size, cfg.d_model)
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self.pos_emb_text = nn.Embedding(cfg.ctx, cfg.d_model)
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n_patches = (cfg.image_size // cfg.patch_size) ** 2
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self.n_patches = n_patches
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self.pos_emb_visual = nn.Embedding(n_patches, cfg.d_model)
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self.blocks = nn.ModuleList([Block(cfg) for _ in range(cfg.n_layer)])
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self.ln_f = RMSNorm(cfg.d_model)
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self.patch_pixels = cfg.patch_size * cfg.patch_size * 3
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self.pixel_decoder = nn.Sequential(
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nn.Linear(cfg.d_model, 512),
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nn.ReLU(),
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nn.Linear(512, 1024),
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nn.ReLU(),
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nn.Linear(1024, self.patch_pixels),
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)
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def encode_text(self, text_ids):
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B, T = text_ids.shape
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pos = torch.arange(T, device=text_ids.device)
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x = self.text_emb(text_ids) + self.pos_emb_text(pos)
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for b in self.blocks:
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x = b(x)
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return self.ln_f(x)
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def decode_pixels(self, x):
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B, T, _ = x.shape
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patches = self.pixel_decoder(x)
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ps = self.cfg.patch_size
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h = w = self.cfg.image_size // ps
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patches = patches.view(B, h, w, ps, ps, 3)
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pixels = patches.permute(0, 5, 1, 3, 2, 4).reshape(B, 3, self.cfg.image_size, self.cfg.image_size)
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return pixels
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def forward(self, text_ids):
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x = self.encode_text(text_ids)
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last = x[:, -1:, :]
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visual_input = last.expand(-1, self.n_patches, -1).contiguous()
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visual_input = visual_input + self.pos_emb_visual(
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torch.arange(self.n_patches, device=text_ids.device)
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).unsqueeze(0)
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pixels = self.decode_pixels(visual_input)
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return pixels
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8690d7a29a8dcd48908c7c7f190a099dd12d41c5338ee812e181b682f8581cde
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size 18092567
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tokenizer.json
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|
| 1 |
+
{
|
| 2 |
+
"version": "1.0",
|
| 3 |
+
"truncation": null,
|
| 4 |
+
"padding": null,
|
| 5 |
+
"added_tokens": [
|
| 6 |
+
{
|
| 7 |
+
"id": 0,
|
| 8 |
+
"content": "<pad>",
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"lstrip": false,
|
| 11 |
+
"rstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"special": true
|
| 14 |
+
},
|
| 15 |
+
{
|
| 16 |
+
"id": 1,
|
| 17 |
+
"content": "<unk>",
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"lstrip": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"normalized": false,
|
| 22 |
+
"special": true
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"id": 2,
|
| 26 |
+
"content": "<bos>",
|
| 27 |
+
"single_word": false,
|
| 28 |
+
"lstrip": false,
|
| 29 |
+
"rstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"special": true
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"id": 3,
|
| 35 |
+
"content": "<eos>",
|
| 36 |
+
"single_word": false,
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"rstrip": false,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"special": true
|
| 41 |
+
}
|
| 42 |
+
],
|
| 43 |
+
"normalizer": null,
|
| 44 |
+
"pre_tokenizer": {
|
| 45 |
+
"type": "ByteLevel",
|
| 46 |
+
"add_prefix_space": true,
|
| 47 |
+
"trim_offsets": true,
|
| 48 |
+
"use_regex": true
|
| 49 |
+
},
|
| 50 |
+
"post_processor": null,
|
| 51 |
+
"decoder": {
|
| 52 |
+
"type": "ByteLevel",
|
| 53 |
+
"add_prefix_space": true,
|
| 54 |
+
"trim_offsets": true,
|
| 55 |
+
"use_regex": true
|
| 56 |
+
},
|
| 57 |
+
"model": {
|
| 58 |
+
"type": "BPE",
|
| 59 |
+
"dropout": null,
|
| 60 |
+
"unk_token": "<unk>",
|
| 61 |
+
"continuing_subword_prefix": null,
|
| 62 |
+
"end_of_word_suffix": null,
|
| 63 |
+
"fuse_unk": false,
|
| 64 |
+
"byte_fallback": false,
|
| 65 |
+
"ignore_merges": false,
|
| 66 |
+
"vocab": {
|
| 67 |
+
"<pad>": 0,
|
| 68 |
+
"<unk>": 1,
|
| 69 |
+
"<bos>": 2,
|
| 70 |
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"<eos>": 3,
|
| 71 |
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"°": 4,
|
| 72 |
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"±": 5,
|
| 73 |
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"²": 6,
|
| 74 |
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"³": 7,
|
| 75 |
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"´": 8,
|
| 76 |
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"µ": 9,
|
| 77 |
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"¶": 10,
|
| 78 |
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"·": 11,
|
| 79 |
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"¸": 12,
|
| 80 |
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"¹": 13,
|
| 81 |
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"º": 14,
|
| 82 |
+
"»": 15,
|
| 83 |
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"¼": 16,
|
| 84 |
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"½": 17,
|
| 85 |
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"¾": 18,
|
| 86 |
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"Ð": 19,
|
| 87 |
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"Ñ": 20,
|
| 88 |
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"Ġ": 21,
|
| 89 |
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"Ģ": 22,
|
| 90 |
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"ģ": 23,
|
| 91 |
+
"Ĥ": 24,
|
| 92 |
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"ĥ": 25,
|
| 93 |
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"Ħ": 26,
|
| 94 |
+
"Ĩ": 27,
|
| 95 |
+
"ĩ": 28,
|
| 96 |
+
"ĭ": 29,
|
| 97 |
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"Į": 30,
|
| 98 |
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"ı": 31,
|
| 99 |
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"ij": 32,
|
| 100 |
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"н": 33,
|
| 101 |
+
"нÐ": 34,
|
| 102 |
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"й": 35,
|
| 103 |
+
"ĠÑ": 36,
|
| 104 |
+
"ÑĢ": 37,
|
| 105 |
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"о": 38,
|
| 106 |
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"ĠнÐ": 39,
|
| 107 |
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"Ġна": 40,
|
| 108 |
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"ÑĢÐ": 41,
|
| 109 |
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"Ñĭ": 42,
|
| 110 |
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"Ñĭй": 43,
|
| 111 |
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"Ñģ": 44,
|
| 112 |
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"ĠÐ": 45,
|
| 113 |
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"е": 46,
|
| 114 |
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"Ñĥ": 47,
|
| 115 |
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"ĠÑĦ": 48,
|
| 116 |
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"л": 49,
|
| 117 |
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"¸Ñģ": 50,
|
| 118 |
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"не": 51,
|
| 119 |
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"оне": 52,
|
| 120 |
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"ĠнаÑĢÐ": 53,
|
| 121 |
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"Ñĥй": 54,
|
| 122 |
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"ĠÑĦоне": 55,
|
| 123 |
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"¸ÑģÑĥй": 56,
|
| 124 |
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"ĠнаÑĢиÑģÑĥй": 57,
|
| 125 |
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"ĠÑģ": 58,
|
| 126 |
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"в": 59,
|
| 127 |
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"нÑĭй": 60,
|
| 128 |
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"ÑĤ": 61,
|
| 129 |
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"Ġк": 62,
|
| 130 |
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"Ñij": 63,
|
| 131 |
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"и": 64,
|
| 132 |
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"ни": 65,
|
| 133 |
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"ÑĢа": 66,
|
| 134 |
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"а": 67,
|
| 135 |
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"ĠÑĤ": 68,
|
| 136 |
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"Ġз": 69,
|
| 137 |
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"ел": 70,
|
| 138 |
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"ĠÑģе": 71,
|
| 139 |
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"ини": 72,
|
| 140 |
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"ол": 73,
|
| 141 |
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"ов": 74,
|
| 142 |
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"ÑĥÐ": 75,
|
| 143 |
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"м": 76,
|
| 144 |
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"ÑĢÑĭй": 77,
|
| 145 |
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"ÑģнÑĭй": 78,
|
| 146 |
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"еÑĤ": 79,
|
| 147 |
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"ĠÑģини": 80,
|
| 148 |
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"ĠкÑĢа": 81,
|
| 149 |
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"ÑijнÑĭй": 82,
|
| 150 |
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"Ġзел": 83,
|
| 151 |
+
"ĠÑģеÑĢÑĭй": 84,
|
| 152 |
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"ĠÑģиний": 85,
|
| 153 |
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"ĠкÑĢаÑģнÑĭй": 86,
|
| 154 |
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"ĠзелÑijнÑĭй": 87,
|
| 155 |
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"³Ð¾Ð»": 88,
|
| 156 |
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"д": 89,
|
| 157 |
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"з": 90,
|
| 158 |
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"к": 91,
|
| 159 |
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"Ģо": 92,
|
| 160 |
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"ĠÑĢо": 93,
|
| 161 |
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"ÑĢе": 94,
|
| 162 |
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"овÑĭй": 95,
|
| 163 |
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"лÑĭй": 96,
|
| 164 |
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"ĠÑģв": 97,
|
| 165 |
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"Ñijм": 98,
|
| 166 |
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"ĠÑĤÑijм": 99,
|
| 167 |
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"еÑĤлÑĭй": 100,
|
| 168 |
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"ĠÑģвеÑĤлÑĭй": 101,
|
| 169 |
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"ĠÑĤÑijмнÑĭй": 102,
|
| 170 |
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"±Ð¾": 103,
|
| 171 |
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"±ÐµÐ»": 104,
|
| 172 |
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"´Ñ": 105,
|
| 173 |
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"¶Ðµ": 106,
|
| 174 |
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"¶Ñij": 107,
|
| 175 |
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"»Ð¸Ð½Ð¸": 108,
|
| 176 |
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"б": 109,
|
| 177 |
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"Ñĩ": 110,
|
| 178 |
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"ÑĮ": 111,
|
| 179 |
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"Ñı": 112,
|
| 180 |
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"Ġо": 113,
|
| 181 |
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"Ġов": 114,
|
| 182 |
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"Ĩе": 115,
|
| 183 |
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"нже": 116,
|
| 184 |
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"ÑĢÑĥÐ": 117,
|
| 185 |
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"оÑĩ": 118,
|
| 186 |
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"ÑĢдÑ": 119,
|
| 187 |
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"ÑģÑĤ": 120,
|
| 188 |
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"Ġгол": 121,
|
| 189 |
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"Ġбел": 122,
|
| 190 |
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"ĠжÑij": 123,
|
| 191 |
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"Ġлини": 124,
|
| 192 |
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"ез": 125,
|
| 193 |
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"ĠÑĦи": 126,
|
| 194 |
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"лÑĤ": 127,
|
| 195 |
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"вÑĭй": 128,
|
| 196 |
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"ва": 129,
|
| 197 |
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"вез": 130,
|
| 198 |
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"ĠкÑĢе": 131,
|
| 199 |
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"ĠкÑĢÑĥÐ": 132,
|
| 200 |
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"Ġква": 133,
|
| 201 |
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"ник": 134,
|
| 202 |
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"ÑĢаÑĤ": 135,
|
| 203 |
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"ÑĢанже": 136,
|
| 204 |
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"ал": 137,
|
| 205 |
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"ĠÑĤÑĢе": 138,
|
| 206 |
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"ĠÑĤоÑĩ": 139,
|
| 207 |
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"Ġзвез": 140,
|
| 208 |
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"ĠÑģеÑĢдÑ": 141,
|
| 209 |
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"олеÑĤ": 142,
|
| 210 |
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"Ñĥгол": 143,
|
| 211 |
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"Ñĥбо": 144,
|
| 212 |
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"мб": 145,
|
| 213 |
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"да": 146,
|
| 214 |
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"дÑĢаÑĤ": 147,
|
| 215 |
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"зовÑĭй": 148,
|
| 216 |
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"ка": 149,
|
| 217 |
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"ĠÑĢомб": 150,
|
| 218 |
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"ĠÑĢозовÑĭй": 151,
|
| 219 |
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"ÑĮник": 152,
|
| 220 |
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"ĠоÑĢанже": 153,
|
| 221 |
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"Ġовал": 154,
|
| 222 |
+
"ĠголÑĥбо": 155,
|
| 223 |
+
"ĠбелÑĭй": 156,
|
| 224 |
+
"ĠжÑijлÑĤ": 157,
|
| 225 |
+
"ĠлиниÑı": 158,
|
| 226 |
+
"ĠÑĦиолеÑĤ": 159,
|
| 227 |
+
"ĠкÑĢеÑģÑĤ": 160,
|
| 228 |
+
"ĠкÑĢÑĥг": 161,
|
| 229 |
+
"ĠквадÑĢаÑĤ": 162,
|
| 230 |
+
"ĠÑĤÑĢеÑĥгол": 163,
|
| 231 |
+
"ĠÑĤоÑĩка": 164,
|
| 232 |
+
"Ġзвезда": 165,
|
| 233 |
+
"ĠÑģеÑĢдÑĨе": 166,
|
| 234 |
+
"ĠоÑĢанжевÑĭй": 167,
|
| 235 |
+
"ĠголÑĥбой": 168,
|
| 236 |
+
"ĠжÑijлÑĤÑĭй": 169,
|
| 237 |
+
"ĠÑĦиолеÑĤовÑĭй": 170,
|
| 238 |
+
"ĠÑĤÑĢеÑĥголÑĮник": 171
|
| 239 |
+
},
|
| 240 |
+
"merges": [
|
| 241 |
+
[
|
| 242 |
+
"Ð",
|
| 243 |
+
"½"
|
| 244 |
+
],
|
| 245 |
+
[
|
| 246 |
+
"н",
|
| 247 |
+
"Ð"
|
| 248 |
+
],
|
| 249 |
+
[
|
| 250 |
+
"Ð",
|
| 251 |
+
"¹"
|
| 252 |
+
],
|
| 253 |
+
[
|
| 254 |
+
"Ġ",
|
| 255 |
+
"Ñ"
|
| 256 |
+
],
|
| 257 |
+
[
|
| 258 |
+
"Ñ",
|
| 259 |
+
"Ģ"
|
| 260 |
+
],
|
| 261 |
+
[
|
| 262 |
+
"Ð",
|
| 263 |
+
"¾"
|
| 264 |
+
],
|
| 265 |
+
[
|
| 266 |
+
"Ġ",
|
| 267 |
+
"нÐ"
|
| 268 |
+
],
|
| 269 |
+
[
|
| 270 |
+
"ĠнÐ",
|
| 271 |
+
"°"
|
| 272 |
+
],
|
| 273 |
+
[
|
| 274 |
+
"ÑĢ",
|
| 275 |
+
"Ð"
|
| 276 |
+
],
|
| 277 |
+
[
|
| 278 |
+
"Ñ",
|
| 279 |
+
"ĭ"
|
| 280 |
+
],
|
| 281 |
+
[
|
| 282 |
+
"Ñĭ",
|
| 283 |
+
"й"
|
| 284 |
+
],
|
| 285 |
+
[
|
| 286 |
+
"Ñ",
|
| 287 |
+
"ģ"
|
| 288 |
+
],
|
| 289 |
+
[
|
| 290 |
+
"Ġ",
|
| 291 |
+
"Ð"
|
| 292 |
+
],
|
| 293 |
+
[
|
| 294 |
+
"Ð",
|
| 295 |
+
"µ"
|
| 296 |
+
],
|
| 297 |
+
[
|
| 298 |
+
"Ñ",
|
| 299 |
+
"ĥ"
|
| 300 |
+
],
|
| 301 |
+
[
|
| 302 |
+
"ĠÑ",
|
| 303 |
+
"Ħ"
|
| 304 |
+
],
|
| 305 |
+
[
|
| 306 |
+
"Ð",
|
| 307 |
+
"»"
|
| 308 |
+
],
|
| 309 |
+
[
|
| 310 |
+
"¸",
|
| 311 |
+
"Ñģ"
|
| 312 |
+
],
|
| 313 |
+
[
|
| 314 |
+
"нÐ",
|
| 315 |
+
"µ"
|
| 316 |
+
],
|
| 317 |
+
[
|
| 318 |
+
"о",
|
| 319 |
+
"не"
|
| 320 |
+
],
|
| 321 |
+
[
|
| 322 |
+
"Ġна",
|
| 323 |
+
"ÑĢÐ"
|
| 324 |
+
],
|
| 325 |
+
[
|
| 326 |
+
"Ñĥ",
|
| 327 |
+
"й"
|
| 328 |
+
],
|
| 329 |
+
[
|
| 330 |
+
"ĠÑĦ",
|
| 331 |
+
"оне"
|
| 332 |
+
],
|
| 333 |
+
[
|
| 334 |
+
"¸Ñģ",
|
| 335 |
+
"Ñĥй"
|
| 336 |
+
],
|
| 337 |
+
[
|
| 338 |
+
"ĠнаÑĢÐ",
|
| 339 |
+
"¸ÑģÑĥй"
|
| 340 |
+
],
|
| 341 |
+
[
|
| 342 |
+
"ĠÑ",
|
| 343 |
+
"ģ"
|
| 344 |
+
],
|
| 345 |
+
[
|
| 346 |
+
"Ð",
|
| 347 |
+
"²"
|
| 348 |
+
],
|
| 349 |
+
[
|
| 350 |
+
"н",
|
| 351 |
+
"Ñĭй"
|
| 352 |
+
],
|
| 353 |
+
[
|
| 354 |
+
"Ñ",
|
| 355 |
+
"Ĥ"
|
| 356 |
+
],
|
| 357 |
+
[
|
| 358 |
+
"ĠÐ",
|
| 359 |
+
"º"
|
| 360 |
+
],
|
| 361 |
+
[
|
| 362 |
+
"Ñ",
|
| 363 |
+
"ij"
|
| 364 |
+
],
|
| 365 |
+
[
|
| 366 |
+
"Ð",
|
| 367 |
+
"¸"
|
| 368 |
+
],
|
| 369 |
+
[
|
| 370 |
+
"нÐ",
|
| 371 |
+
"¸"
|
| 372 |
+
],
|
| 373 |
+
[
|
| 374 |
+
"ÑĢÐ",
|
| 375 |
+
"°"
|
| 376 |
+
],
|
| 377 |
+
[
|
| 378 |
+
"Ð",
|
| 379 |
+
"°"
|
| 380 |
+
],
|
| 381 |
+
[
|
| 382 |
+
"ĠÑ",
|
| 383 |
+
"Ĥ"
|
| 384 |
+
],
|
| 385 |
+
[
|
| 386 |
+
"ĠÐ",
|
| 387 |
+
"·"
|
| 388 |
+
],
|
| 389 |
+
[
|
| 390 |
+
"е",
|
| 391 |
+
"л"
|
| 392 |
+
],
|
| 393 |
+
[
|
| 394 |
+
"ĠÑģ",
|
| 395 |
+
"е"
|
| 396 |
+
],
|
| 397 |
+
[
|
| 398 |
+
"и",
|
| 399 |
+
"ни"
|
| 400 |
+
],
|
| 401 |
+
[
|
| 402 |
+
"о",
|
| 403 |
+
"л"
|
| 404 |
+
],
|
| 405 |
+
[
|
| 406 |
+
"о",
|
| 407 |
+
"в"
|
| 408 |
+
],
|
| 409 |
+
[
|
| 410 |
+
"Ñĥ",
|
| 411 |
+
"Ð"
|
| 412 |
+
],
|
| 413 |
+
[
|
| 414 |
+
"Ð",
|
| 415 |
+
"¼"
|
| 416 |
+
],
|
| 417 |
+
[
|
| 418 |
+
"ÑĢ",
|
| 419 |
+
"Ñĭй"
|
| 420 |
+
],
|
| 421 |
+
[
|
| 422 |
+
"Ñģ",
|
| 423 |
+
"нÑĭй"
|
| 424 |
+
],
|
| 425 |
+
[
|
| 426 |
+
"е",
|
| 427 |
+
"ÑĤ"
|
| 428 |
+
],
|
| 429 |
+
[
|
| 430 |
+
"ĠÑģ",
|
| 431 |
+
"ини"
|
| 432 |
+
],
|
| 433 |
+
[
|
| 434 |
+
"Ġк",
|
| 435 |
+
"ÑĢа"
|
| 436 |
+
],
|
| 437 |
+
[
|
| 438 |
+
"Ñij",
|
| 439 |
+
"нÑĭй"
|
| 440 |
+
],
|
| 441 |
+
[
|
| 442 |
+
"Ġз",
|
| 443 |
+
"ел"
|
| 444 |
+
],
|
| 445 |
+
[
|
| 446 |
+
"ĠÑģе",
|
| 447 |
+
"ÑĢÑĭй"
|
| 448 |
+
],
|
| 449 |
+
[
|
| 450 |
+
"ĠÑģини",
|
| 451 |
+
"й"
|
| 452 |
+
],
|
| 453 |
+
[
|
| 454 |
+
"ĠкÑĢа",
|
| 455 |
+
"ÑģнÑĭй"
|
| 456 |
+
],
|
| 457 |
+
[
|
| 458 |
+
"Ġзел",
|
| 459 |
+
"ÑijнÑĭй"
|
| 460 |
+
],
|
| 461 |
+
[
|
| 462 |
+
"³",
|
| 463 |
+
"ол"
|
| 464 |
+
],
|
| 465 |
+
[
|
| 466 |
+
"Ð",
|
| 467 |
+
"´"
|
| 468 |
+
],
|
| 469 |
+
[
|
| 470 |
+
"Ð",
|
| 471 |
+
"·"
|
| 472 |
+
],
|
| 473 |
+
[
|
| 474 |
+
"Ð",
|
| 475 |
+
"º"
|
| 476 |
+
],
|
| 477 |
+
[
|
| 478 |
+
"Ģ",
|
| 479 |
+
"о"
|
| 480 |
+
],
|
| 481 |
+
[
|
| 482 |
+
"ĠÑ",
|
| 483 |
+
"Ģо"
|
| 484 |
+
],
|
| 485 |
+
[
|
| 486 |
+
"ÑĢÐ",
|
| 487 |
+
"µ"
|
| 488 |
+
],
|
| 489 |
+
[
|
| 490 |
+
"ов",
|
| 491 |
+
"Ñĭй"
|
| 492 |
+
],
|
| 493 |
+
[
|
| 494 |
+
"л",
|
| 495 |
+
"Ñĭй"
|
| 496 |
+
],
|
| 497 |
+
[
|
| 498 |
+
"ĠÑģ",
|
| 499 |
+
"в"
|
| 500 |
+
],
|
| 501 |
+
[
|
| 502 |
+
"Ñij",
|
| 503 |
+
"м"
|
| 504 |
+
],
|
| 505 |
+
[
|
| 506 |
+
"ĠÑĤ",
|
| 507 |
+
"Ñijм"
|
| 508 |
+
],
|
| 509 |
+
[
|
| 510 |
+
"еÑĤ",
|
| 511 |
+
"лÑĭй"
|
| 512 |
+
],
|
| 513 |
+
[
|
| 514 |
+
"ĠÑģв",
|
| 515 |
+
"еÑĤлÑĭй"
|
| 516 |
+
],
|
| 517 |
+
[
|
| 518 |
+
"ĠÑĤÑijм",
|
| 519 |
+
"нÑĭй"
|
| 520 |
+
],
|
| 521 |
+
[
|
| 522 |
+
"±",
|
| 523 |
+
"о"
|
| 524 |
+
],
|
| 525 |
+
[
|
| 526 |
+
"±",
|
| 527 |
+
"ел"
|
| 528 |
+
],
|
| 529 |
+
[
|
| 530 |
+
"´",
|
| 531 |
+
"Ñ"
|
| 532 |
+
],
|
| 533 |
+
[
|
| 534 |
+
"¶",
|
| 535 |
+
"е"
|
| 536 |
+
],
|
| 537 |
+
[
|
| 538 |
+
"¶",
|
| 539 |
+
"Ñij"
|
| 540 |
+
],
|
| 541 |
+
[
|
| 542 |
+
"»",
|
| 543 |
+
"ини"
|
| 544 |
+
],
|
| 545 |
+
[
|
| 546 |
+
"Ð",
|
| 547 |
+
"±"
|
| 548 |
+
],
|
| 549 |
+
[
|
| 550 |
+
"Ñ",
|
| 551 |
+
"ĩ"
|
| 552 |
+
],
|
| 553 |
+
[
|
| 554 |
+
"Ñ",
|
| 555 |
+
"Į"
|
| 556 |
+
],
|
| 557 |
+
[
|
| 558 |
+
"Ñ",
|
| 559 |
+
"ı"
|
| 560 |
+
],
|
| 561 |
+
[
|
| 562 |
+
"Ġ",
|
| 563 |
+
"о"
|
| 564 |
+
],
|
| 565 |
+
[
|
| 566 |
+
"Ġ",
|
| 567 |
+
"ов"
|
| 568 |
+
],
|
| 569 |
+
[
|
| 570 |
+
"Ĩ",
|
| 571 |
+
"е"
|
| 572 |
+
],
|
| 573 |
+
[
|
| 574 |
+
"нÐ",
|
| 575 |
+
"¶Ðµ"
|
| 576 |
+
],
|
| 577 |
+
[
|
| 578 |
+
"ÑĢ",
|
| 579 |
+
"ÑĥÐ"
|
| 580 |
+
],
|
| 581 |
+
[
|
| 582 |
+
"о",
|
| 583 |
+
"Ñĩ"
|
| 584 |
+
],
|
| 585 |
+
[
|
| 586 |
+
"ÑĢÐ",
|
| 587 |
+
"´Ñ"
|
| 588 |
+
],
|
| 589 |
+
[
|
| 590 |
+
"Ñģ",
|
| 591 |
+
"ÑĤ"
|
| 592 |
+
],
|
| 593 |
+
[
|
| 594 |
+
"ĠÐ",
|
| 595 |
+
"³Ð¾Ð»"
|
| 596 |
+
],
|
| 597 |
+
[
|
| 598 |
+
"ĠÐ",
|
| 599 |
+
"±ÐµÐ»"
|
| 600 |
+
],
|
| 601 |
+
[
|
| 602 |
+
"ĠÐ",
|
| 603 |
+
"¶Ñij"
|
| 604 |
+
],
|
| 605 |
+
[
|
| 606 |
+
"ĠÐ",
|
| 607 |
+
"»Ð¸Ð½Ð¸"
|
| 608 |
+
],
|
| 609 |
+
[
|
| 610 |
+
"е",
|
| 611 |
+
"з"
|
| 612 |
+
],
|
| 613 |
+
[
|
| 614 |
+
"ĠÑĦ",
|
| 615 |
+
"и"
|
| 616 |
+
],
|
| 617 |
+
[
|
| 618 |
+
"л",
|
| 619 |
+
"ÑĤ"
|
| 620 |
+
],
|
| 621 |
+
[
|
| 622 |
+
"в",
|
| 623 |
+
"Ñĭй"
|
| 624 |
+
],
|
| 625 |
+
[
|
| 626 |
+
"в",
|
| 627 |
+
"а"
|
| 628 |
+
],
|
| 629 |
+
[
|
| 630 |
+
"в",
|
| 631 |
+
"ез"
|
| 632 |
+
],
|
| 633 |
+
[
|
| 634 |
+
"Ġк",
|
| 635 |
+
"ÑĢе"
|
| 636 |
+
],
|
| 637 |
+
[
|
| 638 |
+
"Ġк",
|
| 639 |
+
"ÑĢÑĥÐ"
|
| 640 |
+
],
|
| 641 |
+
[
|
| 642 |
+
"Ġк",
|
| 643 |
+
"ва"
|
| 644 |
+
],
|
| 645 |
+
[
|
| 646 |
+
"ни",
|
| 647 |
+
"к"
|
| 648 |
+
],
|
| 649 |
+
[
|
| 650 |
+
"ÑĢа",
|
| 651 |
+
"ÑĤ"
|
| 652 |
+
],
|
| 653 |
+
[
|
| 654 |
+
"ÑĢа",
|
| 655 |
+
"нже"
|
| 656 |
+
],
|
| 657 |
+
[
|
| 658 |
+
"а",
|
| 659 |
+
"л"
|
| 660 |
+
],
|
| 661 |
+
[
|
| 662 |
+
"ĠÑĤ",
|
| 663 |
+
"ÑĢе"
|
| 664 |
+
],
|
| 665 |
+
[
|
| 666 |
+
"ĠÑĤ",
|
| 667 |
+
"оÑĩ"
|
| 668 |
+
],
|
| 669 |
+
[
|
| 670 |
+
"Ġз",
|
| 671 |
+
"вез"
|
| 672 |
+
],
|
| 673 |
+
[
|
| 674 |
+
"ĠÑģе",
|
| 675 |
+
"ÑĢдÑ"
|
| 676 |
+
],
|
| 677 |
+
[
|
| 678 |
+
"ол",
|
| 679 |
+
"еÑĤ"
|
| 680 |
+
],
|
| 681 |
+
[
|
| 682 |
+
"ÑĥÐ",
|
| 683 |
+
"³Ð¾Ð»"
|
| 684 |
+
],
|
| 685 |
+
[
|
| 686 |
+
"ÑĥÐ",
|
| 687 |
+
"±Ð¾"
|
| 688 |
+
],
|
| 689 |
+
[
|
| 690 |
+
"м",
|
| 691 |
+
"б"
|
| 692 |
+
],
|
| 693 |
+
[
|
| 694 |
+
"д",
|
| 695 |
+
"а"
|
| 696 |
+
],
|
| 697 |
+
[
|
| 698 |
+
"д",
|
| 699 |
+
"ÑĢаÑĤ"
|
| 700 |
+
],
|
| 701 |
+
[
|
| 702 |
+
"з",
|
| 703 |
+
"овÑĭй"
|
| 704 |
+
],
|
| 705 |
+
[
|
| 706 |
+
"к",
|
| 707 |
+
"а"
|
| 708 |
+
],
|
| 709 |
+
[
|
| 710 |
+
"ĠÑĢо",
|
| 711 |
+
"мб"
|
| 712 |
+
],
|
| 713 |
+
[
|
| 714 |
+
"ĠÑĢо",
|
| 715 |
+
"зовÑĭй"
|
| 716 |
+
],
|
| 717 |
+
[
|
| 718 |
+
"ÑĮ",
|
| 719 |
+
"ник"
|
| 720 |
+
],
|
| 721 |
+
[
|
| 722 |
+
"Ġо",
|
| 723 |
+
"ÑĢанже"
|
| 724 |
+
],
|
| 725 |
+
[
|
| 726 |
+
"Ġов",
|
| 727 |
+
"ал"
|
| 728 |
+
],
|
| 729 |
+
[
|
| 730 |
+
"Ġгол",
|
| 731 |
+
"Ñĥбо"
|
| 732 |
+
],
|
| 733 |
+
[
|
| 734 |
+
"Ġбел",
|
| 735 |
+
"Ñĭй"
|
| 736 |
+
],
|
| 737 |
+
[
|
| 738 |
+
"ĠжÑij",
|
| 739 |
+
"лÑĤ"
|
| 740 |
+
],
|
| 741 |
+
[
|
| 742 |
+
"Ġлини",
|
| 743 |
+
"Ñı"
|
| 744 |
+
],
|
| 745 |
+
[
|
| 746 |
+
"ĠÑĦи",
|
| 747 |
+
"олеÑĤ"
|
| 748 |
+
],
|
| 749 |
+
[
|
| 750 |
+
"ĠкÑĢе",
|
| 751 |
+
"ÑģÑĤ"
|
| 752 |
+
],
|
| 753 |
+
[
|
| 754 |
+
"ĠкÑĢÑĥÐ",
|
| 755 |
+
"³"
|
| 756 |
+
],
|
| 757 |
+
[
|
| 758 |
+
"Ġква",
|
| 759 |
+
"дÑĢаÑĤ"
|
| 760 |
+
],
|
| 761 |
+
[
|
| 762 |
+
"ĠÑĤÑĢе",
|
| 763 |
+
"Ñĥгол"
|
| 764 |
+
],
|
| 765 |
+
[
|
| 766 |
+
"ĠÑĤоÑĩ",
|
| 767 |
+
"ка"
|
| 768 |
+
],
|
| 769 |
+
[
|
| 770 |
+
"Ġзвез",
|
| 771 |
+
"да"
|
| 772 |
+
],
|
| 773 |
+
[
|
| 774 |
+
"ĠÑģеÑĢдÑ",
|
| 775 |
+
"Ĩе"
|
| 776 |
+
],
|
| 777 |
+
[
|
| 778 |
+
"ĠоÑĢанже",
|
| 779 |
+
"вÑĭй"
|
| 780 |
+
],
|
| 781 |
+
[
|
| 782 |
+
"ĠголÑĥбо",
|
| 783 |
+
"й"
|
| 784 |
+
],
|
| 785 |
+
[
|
| 786 |
+
"ĠжÑijлÑĤ",
|
| 787 |
+
"Ñĭй"
|
| 788 |
+
],
|
| 789 |
+
[
|
| 790 |
+
"ĠÑĦиолеÑĤ",
|
| 791 |
+
"овÑĭй"
|
| 792 |
+
],
|
| 793 |
+
[
|
| 794 |
+
"ĠÑĤÑĢеÑĥгол",
|
| 795 |
+
"ÑĮник"
|
| 796 |
+
]
|
| 797 |
+
]
|
| 798 |
+
}
|
| 799 |
+
}
|