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🧠 DeepSeek ΠΎΠ±Π½Π°Ρ€ΡƒΠΆΠΈΠ»ΠΈ, Ρ‡Ρ‚ΠΎ Ρƒ ΠΈΡ… Π½ΠΎΠ²ΠΎΠΉ ΠΌΠΎΠ΄Π΅Π»ΠΈ Π±Ρ‹Π» ΠΌΠΎΠΌΠ΅Π½Ρ‚ озарСния, ΠΊΠΎΠ³Π΄Π° ΠΎΠ½Π° сама для сСбя Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Π°Π»Π° ΠΏΡ€ΠΎΠ΄Π²ΠΈΠ½ΡƒΡ‚ΡƒΡŽ Ρ‚Π΅Ρ…Π½ΠΈΠΊΡƒ рассуТдСния.

ΠžΠΊΠ°Π·Ρ‹Π²Π°Π΅Ρ‚ΡΡ, Π²Π°ΠΌ просто Π½ΡƒΠΆΠ½ΠΎ ΠΏΡ€Π°Π²ΠΈΠ»ΡŒΠ½ΠΎ ΡΡ‚ΠΈΠΌΡƒΠ»ΠΈΡ€ΠΎΠ²Π°Ρ‚ΡŒ модСль.

Π§ΠΈΡ‚ΠΎΠΉ Π²ΠΎΠ΄Ρ‹ ΠΎΠ±ΡƒΡ‡Π΅Π½ΠΈΠ΅ с ΠΏΠΎΠ΄ΠΊΡ€Π΅ΠΏΠ»Π΅Π½ΠΈΠ΅ΠΌ (RL) ΠΌΠΎΠΆΠ΅Ρ‚ Π½Π°ΡƒΡ‡ΠΈΡ‚ΡŒ модСль Π΄ΡƒΠΌΠ°Ρ‚ΡŒ ΠΈ Ρ€Π΅Ρ„Π»Π΅ΠΊΡΠΈΡ€ΠΎΠ²Π°Ρ‚ΡŒ.

ΠœΡ‹ возвращаСмся Π² эпоху AlphaGo: играя Π² бСсчислСнныС ΠΏΠ°Ρ€Ρ‚ΠΈΠΈ Go ΠΈ максимально увСличивая Ρ„ΡƒΠ½ΠΊΡ†ΠΈΡŽ вознаграТдСния (Π²Ρ‹ΠΈΠ³Ρ€Ρ‹Ρˆ Π² ΠΈΠ³Ρ€Π΅), ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΡƒΡ чистый RL, AlphaGo научился ΠΏΠΎΠ±Π΅ΠΆΠ΄Π°Ρ‚ΡŒ Π»ΡƒΡ‡ΡˆΠΈΡ… ΠΈΠ³Ρ€ΠΎΠΊΠΎΠ² ΠΌΠΈΡ€Π°.

ΠŸΠΎΡ…ΠΎΠΆΠ΅ это Π±ΡƒΠ΄Π΅Ρ‚ эра LLM RL.

πŸ“• Paper

@ai_machinelearning_big_data

#DeepSeek #deepseekr1 #reasoning #ml
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🧠 DeepSeek ΠΎΠ±Π½Π°Ρ€ΡƒΠΆΠΈΠ»ΠΈ, Ρ‡Ρ‚ΠΎ Ρƒ ΠΈΡ… Π½ΠΎΠ²ΠΎΠΉ ΠΌΠΎΠ΄Π΅Π»ΠΈ Π±Ρ‹Π» ΠΌΠΎΠΌΠ΅Π½Ρ‚ озарСния, ΠΊΠΎΠ³Π΄Π° ΠΎΠ½Π° сама для сСбя Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Π°Π»Π° ΠΏΡ€ΠΎΠ΄Π²ΠΈΠ½ΡƒΡ‚ΡƒΡŽ Ρ‚Π΅Ρ…Π½ΠΈΠΊΡƒ рассуТдСния.

ΠžΠΊΠ°Π·Ρ‹Π²Π°Π΅Ρ‚ΡΡ, Π²Π°ΠΌ просто Π½ΡƒΠΆΠ½ΠΎ ΠΏΡ€Π°Π²ΠΈΠ»ΡŒΠ½ΠΎ ΡΡ‚ΠΈΠΌΡƒΠ»ΠΈΡ€ΠΎΠ²Π°Ρ‚ΡŒ модСль.

Π§ΠΈΡ‚ΠΎΠΉ Π²ΠΎΠ΄Ρ‹ ΠΎΠ±ΡƒΡ‡Π΅Π½ΠΈΠ΅ с ΠΏΠΎΠ΄ΠΊΡ€Π΅ΠΏΠ»Π΅Π½ΠΈΠ΅ΠΌ (RL) ΠΌΠΎΠΆΠ΅Ρ‚ Π½Π°ΡƒΡ‡ΠΈΡ‚ΡŒ модСль Π΄ΡƒΠΌΠ°Ρ‚ΡŒ ΠΈ Ρ€Π΅Ρ„Π»Π΅ΠΊΡΠΈΡ€ΠΎΠ²Π°Ρ‚ΡŒ.

ΠœΡ‹ возвращаСмся Π² эпоху AlphaGo: играя Π² бСсчислСнныС ΠΏΠ°Ρ€Ρ‚ΠΈΠΈ Go ΠΈ максимально увСличивая Ρ„ΡƒΠ½ΠΊΡ†ΠΈΡŽ вознаграТдСния (Π²Ρ‹ΠΈΠ³Ρ€Ρ‹Ρˆ Π² ΠΈΠ³Ρ€Π΅), ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΡƒΡ чистый RL, AlphaGo научился ΠΏΠΎΠ±Π΅ΠΆΠ΄Π°Ρ‚ΡŒ Π»ΡƒΡ‡ΡˆΠΈΡ… ΠΈΠ³Ρ€ΠΎΠΊΠΎΠ² ΠΌΠΈΡ€Π°.

ΠŸΠΎΡ…ΠΎΠΆΠ΅ это Π±ΡƒΠ΄Π΅Ρ‚ эра LLM RL.

πŸ“• Paper

@ai_machinelearning_big_data

#DeepSeek #deepseekr1 #reasoning #ml

BY Machinelearning





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Under the Sebi Act, the regulator has the power to carry out search and seizure of books, registers, documents including electronics and digital devices from any person associated with the securities market. The next bit isn’t clear, but Durov reportedly claimed that his resignation, dated March 21st, was an April Fools’ prank. TechCrunch implies that it was a matter of principle, but it’s hard to be clear on the wheres, whos and whys. Similarly, on April 17th, the Moscow Times quoted Durov as saying that he quit the company after being pressured to reveal account details about Ukrainians protesting the then-president Viktor Yanukovych. "There is a significant risk of insider threat or hacking of Telegram systems that could expose all of these chats to the Russian government," said Eva Galperin with the Electronic Frontier Foundation, which has called for Telegram to improve its privacy practices. As such, the SC would like to remind investors to always exercise caution when evaluating investment opportunities, especially those promising unrealistically high returns with little or no risk. Investors should also never deposit money into someone’s personal bank account if instructed. Soloviev also promoted the channel in a post he shared on his own Telegram, which has 580,000 followers. The post recommended his viewers subscribe to "War on Fakes" in a time of fake news.
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