# Load the GPT-2 tokenizer for both libraries tiktokenizer = tiktoken.get_encoding("gpt2") # tiktoken hf_tokenizer = Tokenizer.from_pretrained("gpt2") # Hugging Face tokenizers
# Measure tiktoken speed start_time = time.time() tiktoken_results = [tiktokenizer.encode(text) for text in texts] tiktoken_time = time.time() - start_time
# Measure tokenizers speed start_time = time.time() hf_results = [hf_tokenizer.encode(text).ids for text in texts] hf_time = time.time() - start_time
# Load the GPT-2 tokenizer for both libraries tiktokenizer = tiktoken.get_encoding("gpt2") # tiktoken hf_tokenizer = Tokenizer.from_pretrained("gpt2") # Hugging Face tokenizers
# Measure tiktoken speed start_time = time.time() tiktoken_results = [tiktokenizer.encode(text) for text in texts] tiktoken_time = time.time() - start_time
# Measure tokenizers speed start_time = time.time() hf_results = [hf_tokenizer.encode(text).ids for text in texts] hf_time = time.time() - start_time
The S&P 500 slumped 1.8% on Monday and Tuesday, thanks to China Evergrande, the Chinese property company that looks like it is ready to default on its more-than $300 billion in debt. Cries of the next Lehman Brothers—or maybe the next Silverado?—echoed through the canyons of Wall Street as investors prepared for the worst.
Telegram hopes to raise $1bn with a convertible bond private placement
The super secure UAE-based Telegram messenger service, developed by Russian-born software icon Pavel Durov, is looking to raise $1bn through a bond placement to a limited number of investors from Russia, Europe, Asia and the Middle East, the Kommersant daily reported citing unnamed sources on February 18, 2021.The issue reportedly comprises exchange bonds that could be converted into equity in the messaging service that is currently 100% owned by Durov and his brother Nikolai.Kommersant reports that the price of the conversion would be at a 10% discount to a potential IPO should it happen within five years.The minimum bond placement is said to be set at $50mn, but could be lowered to $10mn. Five-year bonds could carry an annual coupon of 7-8%.
