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+ }
tokenizer_config.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": "<|endoftext|>",
3
+ "eos_token": "<|endoftext|>",
4
+ "model_max_length": 1000000000000000019884624838656,
5
+ "pad_token": "<|endoftext|>",
6
+ "tokenizer_class": "PreTrainedTokenizerFast",
7
+ "unk_token": "<|endoftext|>"
8
+ }
train/atg_train.py ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ import os
3
+ #os.environ["TOKENIZERS_PARALLELISM"] = "False"
4
+
5
+ from aitextgen.tokenizers import train_tokenizer
6
+ from aitextgen import aitextgen
7
+ from aitextgen.utils import build_gpt2_config
8
+
9
+ def train_atg_tokenizer():
10
+ train_tokenizer("svg_flat.txt", vocab_size=1000)
11
+
12
+ def prepare_model():
13
+ config = build_gpt2_config(vocab_size=1000, max_length=4096, dropout=0.1, n_embd=768, n_layer=8, n_head=12)
14
+ ai = aitextgen(tokenizer_file="aitextgen.tokenizer.json", config=config)
15
+ ai.save_for_upload("./trained_model")
16
+
17
+ def do_train():
18
+ ai = aitextgen(model_folder="./trained_model", tokenizer_file="aitextgen.tokenizer.json")
19
+ ai.train("svg_flat.txt", batch_size=1, num_steps=60000, save_every= 2500, fp16=False, generate_every=1000, learning_rate=0.001)
20
+ ai.train("svg_flat.txt", batch_size=1, num_steps=40000, save_every= 2500, fp16=False, generate_every=1000, learning_rate=0.0001)
21
+
22
+ def do_sample():
23
+ ai = aitextgen(model_folder="./trained_model", tokenizer_file="./trained_model/tokenizer.json", to_gpu=True)
24
+ ai.generate(prompt="\n", max_length=4000,seed=42,do_sample=True)
25
+
26
+ # svg_file_header = "<svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\">"
27
+ # TODO: Extract from generated output and into a seperate .svg file all sequences which starts with svg_file_header and ends with:
28
+ # A. </svg>
29
+ # B. If the sequence does not end with </svg> then find the last > in the sequence and append </svg> to it
30
+
31
+ def main():
32
+ #train_atg_tokenizer()
33
+ #prepare_model()
34
+ #do_train()
35
+ do_sample()
36
+
37
+ if __name__ == "__main__":
38
+ main()
train/sample14.svg ADDED
train/sample15.svg ADDED
train/sample16.svg ADDED
train/svg_flat.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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