Note: In AI language models, tokens represent basic units of text (e.g., words or sub-words) used during training. Training dataset sizes are often measured in total tokens processed. A larger token count Source: Epoch AI (5/25) AI Model Training Dataset Size (Tokens) by Model Release Year – 6/10-5/25, per Epoch AI Training Dataset Size, Tokens CapEx Spend – Big Technology Companies = Inflected With Number of GPUs 46K 43K 28K 16K 11K +225x Factory AI FLOPS 1EF 5EF 17EF 63EF 220EF Annual Inference Tokens 50B 1T 5T 58T 1,375T +30,000x Annual Token Revenue $240K $3M $24M $300M $7B DC Power 37MW 34MW

meant using more tokens. To increase efficiency, OpenAI and Indeed 
 worked together to fine-tune a smaller GPT model that was able to deliver similar results 
 with 60% fewer tokens. Helping job seekers

store authentication tokens to your database and/or cookies. • In non-login handlers, use methods such as facebook_request() or twitter_request() to use the authen- tication tokens to make requests to tornado.web.ErrorHandler no longer requires XSRF tokens on POST requests, so posts to an unknown url will always return 404 instead of complaining about XSRF tokens. • Several methods related to HTTP status https://github.com/tornadoweb/tornado/commit/7a7e24143e77481d140fb5579bc67e4c45cbcfad * When XSRF tokens are used, the token must also be present on PUT and DELETE requests (anything but GET and HEAD)

and store authentication tokens to your database and/or cookies. In non-login handlers, use methods such as facebook_request() or twitter_request() to use the authentication tokens to make requests to the tornado.web.ErrorHandler no longer requires XSRF tokens on POST requests, so posts to an unknown url will always return 404 instead of complaining about XSRF tokens. Several methods related to HTTP status codes https://github.com/tornadoweb/tornado/commit/7a7e24143e77481d140fb5579b c67e4c45cbcfad * When XSRF tokens are used, the token must also be present on PUT and DELETE requests (anything but GET and HEAD)

multiple source files. The argument path is normalized using normpath which will resolve relative path tokens such as .. and convert / to the appropriate path separator. The optional first argument mapexpr ending quote, to change its behaviour: • i enables case-insensitive matching • m treats the ^ and $ tokens as matching the start and end of individual lines, as opposed to the whole string. • s allows the the . modifier to match newlines. • x enables "free-spacing mode": whitespace between regex tokens is ignored except when es- caped with \, and # in the regex is treated as starting a comment (which

multiple source files. The argument path is normalized using normpath which will resolve relative path tokens such as .. and convert / to the appropriate path separator. The optional first argument mapexpr ending quote, to change its behaviour: • i enables case-insensitive matching • m treats the ^ and $ tokens as matching the start and end of individual lines, as opposed to the whole string. • s allows the the . modifier to match newlines. • x enables "free-spacing mode": whitespace between regex tokens is ignored except when es- caped with \, and # in the regex is treated as starting a comment (which

multiple source files. The argument path is normalized using normpath which will resolve relative path tokens such as .. and convert / to the appropriate path separator. The optional first argument mapexpr ending quote, to change its behaviour: • i enables case-insensitive matching • m treats the ^ and $ tokens as matching the start and end of individual lines, as opposed to the whole string. • s allows the the . modifier to match newlines. • x enables "free-spacing mode": whitespace between regex tokens is ignored except when es- caped with \, and # in the regex is treated as starting a comment (which

multiple source files. The argument path is normalized using normpath which will resolve relative path tokens such as .. and convert / to the appropriate path separator. The optional first argument mapexpr ending quote, to change its behaviour: • i enables case-insensitive matching • m treats the ^ and $ tokens as matching the start and end of individual lines, as opposed to the whole string. • s allows the the . modifier to match newlines. • x enables "free-spacing mode": whitespace between regex tokens is ignored except when es- caped with \, and # in the regex is treated as starting a comment (which

multiple source files. The argument path is normalized using normpath which will resolve relative path tokens such as .. and convert / to the appropriate path separator. The optional first argument mapexpr ending quote, to change its behaviour: • i enables case-insensitive matching • m treats the ^ and $ tokens as matching the start and end of individual lines, as opposed to the whole string. • s allows the the . modifier to match newlines. • x enables "free-spacing mode": whitespace between regex tokens is ignored except when es- caped with \, and # in the regex is treated as starting a comment (which

multiple source files. The argument path is normalized using normpath which will resolve relative path tokens such as .. and convert / to the appropriate path separator. The optional first argument mapexpr ending quote, to change its behaviour: • i enables case-insensitive matching • m treats the ^ and $ tokens as matching the start and end of individual lines, as opposed to the whole string. • s allows the the . modifier to match newlines. • x enables "free-spacing mode": whitespace between regex tokens is ignored except when es- caped with \, and # in the regex is treated as starting a comment (which