Telegram Group & Telegram Channel
مقایسه زمانی BPE Tokenizer روی دو کتابخونه Hugging Face Tokenizers و OpenAI TikToken روی ولیدیشن دیتاست تاینی‌استوریز:

dataset = load_dataset("roneneldan/TinyStories")
texts = dataset["validation"]["text"]

# 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

# Print results
print(f"tiktoken Time: {tiktoken_time:.4f} seconds")
print(f"tokenizers Time: {hf_time:.4f} seconds")

tiktoken Time: 2.6481 seconds
tokenizers Time: 16.7744 seconds



tg-me.com/pytorch_howsam/671
Create:
Last Update:

مقایسه زمانی BPE Tokenizer روی دو کتابخونه Hugging Face Tokenizers و OpenAI TikToken روی ولیدیشن دیتاست تاینی‌استوریز:

dataset = load_dataset("roneneldan/TinyStories")
texts = dataset["validation"]["text"]

# 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

# Print results
print(f"tiktoken Time: {tiktoken_time:.4f} seconds")
print(f"tokenizers Time: {hf_time:.4f} seconds")

tiktoken Time: 2.6481 seconds
tokenizers Time: 16.7744 seconds

BY PyTorch Howsam


Warning: Undefined variable $i in /var/www/tg-me/post.php on line 283

Share with your friend now:
tg-me.com/pytorch_howsam/671

View MORE
Open in Telegram


PyTorch Howsam Telegram | DID YOU KNOW?

Date: |

A Telegram spokesman declined to comment on the bond issue or the amount of the debt the company has due. The spokesman said Telegram’s equipment and bandwidth costs are growing because it has consistently posted more than 40% year-to-year growth in users.

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%.

PyTorch Howsam from it


Telegram PyTorch Howsam
FROM USA