File size: 1,394 Bytes
c88ac20 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 |
from completions import calculate_log_probabilities, load_model, tokenize, split_into_words
model, tokenizer, device = load_model()
def test_text_to_words():
text = """Hello
world!"""
token_probs = calculate_log_probabilities(model, tokenizer, tokenize(text, tokenizer, device))
words = split_into_words(token_probs, tokenizer)
expected_words = ["Hello", "\n", "world", "!"]
assert [w.text for w in words] == expected_words
def test_multiline():
text = """// Context: C code from an image manipulation library.
for (int y = 0; y < HEIGHT; y++) {
for (int x = 0; x < WIDTH; x++) {
buf[y * HEIGHT + x] = 0;
}
}"""
tokenized = tokenize(text, tokenizer, device)
print(tokenized)
token_probs = calculate_log_probabilities(model, tokenizer, tokenized)
words = split_into_words(token_probs, tokenizer)
print("---", [w.text for w in words])
expected_words = ["//", " Context", ":", " C", " code", " from", " an", " image", " manipulation", " library", ".\n",
"for", "(", "int", "y", "=", "0", ";", "y", "<", "HEIGHT", ";", "y", "+", "+", ")", "{", "\n", " ", "for", "(", "int", "x", "=", "0", ";", "x", "<", "WIDTH", ";", "x", "+", "+", ")", "{", "\n", " ", "buf", "[", "y", "*", "HEIGHT", "+", "x", "]", "=", "0", ";", "\n", " ", "}", "\n", "}"]
assert [w.text for w in words] == expected_words
|