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πŸ™ ML-Notebooks β€” Π³ΠΎΡ‚ΠΎΠ²Ρ‹Π΅ Ρ€Π΅Ρ†Π΅ΠΏΡ‚Ρ‹ для изучСния машинного обучСния

Для Ρ‚Π΅Ρ…, ΠΊΡ‚ΠΎ ΠΏΡ€Π΅Π΄ΠΏΠΎΡ‡ΠΈΡ‚Π°Π΅Ρ‚ ΠΎΡΠ²Π°ΠΈΠ²Π°Ρ‚ΡŒ ML Π½Π° практичСских ΠΏΡ€ΠΈΠΌΠ΅Ρ€Π°Ρ…, ΠΏΡ€ΠΎΠ΅ΠΊΡ‚ ΠΏΡ€Π΅Π΄Π»Π°Π³Π°Π΅Ρ‚ ΠΊΠΎΠ»Π»Π΅ΠΊΡ†ΠΈΡŽ минималистичных Jupyter-Π½ΠΎΡƒΡ‚Π±ΡƒΠΊΠΎΠ², ΠΎΡ‚ Π±Π°Π·ΠΎΠ²ΠΎΠΉ Π»ΠΈΠ½Π΅ΠΉΠ½ΠΎΠΉ рСгрСссии Π΄ΠΎ Ρ‚ΠΎΠ½ΠΊΠΎΠΉ настройки Mistral 7B Ρ‡Π΅Ρ€Π΅Π· QLoRA. ΠšΠ°ΠΆΠ΄Ρ‹ΠΉ ΠΏΡ€ΠΈΠΌΠ΅Ρ€ самодостаточСн: Π΅ΡΡ‚ΡŒ Ρ€Π΅Π°Π»ΠΈΠ·Π°Ρ†ΠΈΠΈ классичСских Π°Π»Π³ΠΎΡ€ΠΈΡ‚ΠΌΠΎΠ² с нуля, Ρ€Π°Π±ΠΎΡ‚Π° с трансформСрами ΠΈ Π΄Π°ΠΆΠ΅ Π³Π΅Π½Π΅Ρ€Π°Ρ‚ΠΈΠ²Π½Ρ‹Π΅ ΠΌΠΎΠ΄Π΅Π»ΠΈ.

Авторы сдСлали Π°ΠΊΡ†Π΅Π½Ρ‚ Π½Π° ΠΎΠ±Ρ€Π°Π·ΠΎΠ²Π°Ρ‚Π΅Π»ΡŒΠ½ΠΎΠΉ ΡΠΎΡΡ‚Π°Π²Π»ΡΡŽΡ‰Π΅ΠΉ: Π½ΠΎΡƒΡ‚Π±ΡƒΠΊΠΈ ΡΠΎΠΏΡ€ΠΎΠ²ΠΎΠΆΠ΄Π°ΡŽΡ‚ΡΡ пояснСниями ΠΈ ссылками Π½Π° Kaggle-сорСвнования. ΠŸΡ€ΠΎΠ΅ΠΊΡ‚ ΠΏΠΎΠ»Π½ΠΎΡΡ‚ΡŒΡŽ Π³ΠΎΡ‚ΠΎΠ² ΠΊ Ρ€Π°Π±ΠΎΡ‚Π΅ Π² Codespaces β€” ΠΎΠΊΡ€ΡƒΠΆΠ΅Π½ΠΈΠ΅ с зависимостями разворачиваСтся Π² ΠΏΠ°Ρ€Ρƒ ΠΊΠ»ΠΈΠΊΠΎΠ².

πŸ€– GitHub

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πŸ™ ML-Notebooks β€” Π³ΠΎΡ‚ΠΎΠ²Ρ‹Π΅ Ρ€Π΅Ρ†Π΅ΠΏΡ‚Ρ‹ для изучСния машинного обучСния

Для Ρ‚Π΅Ρ…, ΠΊΡ‚ΠΎ ΠΏΡ€Π΅Π΄ΠΏΠΎΡ‡ΠΈΡ‚Π°Π΅Ρ‚ ΠΎΡΠ²Π°ΠΈΠ²Π°Ρ‚ΡŒ ML Π½Π° практичСских ΠΏΡ€ΠΈΠΌΠ΅Ρ€Π°Ρ…, ΠΏΡ€ΠΎΠ΅ΠΊΡ‚ ΠΏΡ€Π΅Π΄Π»Π°Π³Π°Π΅Ρ‚ ΠΊΠΎΠ»Π»Π΅ΠΊΡ†ΠΈΡŽ минималистичных Jupyter-Π½ΠΎΡƒΡ‚Π±ΡƒΠΊΠΎΠ², ΠΎΡ‚ Π±Π°Π·ΠΎΠ²ΠΎΠΉ Π»ΠΈΠ½Π΅ΠΉΠ½ΠΎΠΉ рСгрСссии Π΄ΠΎ Ρ‚ΠΎΠ½ΠΊΠΎΠΉ настройки Mistral 7B Ρ‡Π΅Ρ€Π΅Π· QLoRA. ΠšΠ°ΠΆΠ΄Ρ‹ΠΉ ΠΏΡ€ΠΈΠΌΠ΅Ρ€ самодостаточСн: Π΅ΡΡ‚ΡŒ Ρ€Π΅Π°Π»ΠΈΠ·Π°Ρ†ΠΈΠΈ классичСских Π°Π»Π³ΠΎΡ€ΠΈΡ‚ΠΌΠΎΠ² с нуля, Ρ€Π°Π±ΠΎΡ‚Π° с трансформСрами ΠΈ Π΄Π°ΠΆΠ΅ Π³Π΅Π½Π΅Ρ€Π°Ρ‚ΠΈΠ²Π½Ρ‹Π΅ ΠΌΠΎΠ΄Π΅Π»ΠΈ.

Авторы сдСлали Π°ΠΊΡ†Π΅Π½Ρ‚ Π½Π° ΠΎΠ±Ρ€Π°Π·ΠΎΠ²Π°Ρ‚Π΅Π»ΡŒΠ½ΠΎΠΉ ΡΠΎΡΡ‚Π°Π²Π»ΡΡŽΡ‰Π΅ΠΉ: Π½ΠΎΡƒΡ‚Π±ΡƒΠΊΠΈ ΡΠΎΠΏΡ€ΠΎΠ²ΠΎΠΆΠ΄Π°ΡŽΡ‚ΡΡ пояснСниями ΠΈ ссылками Π½Π° Kaggle-сорСвнования. ΠŸΡ€ΠΎΠ΅ΠΊΡ‚ ΠΏΠΎΠ»Π½ΠΎΡΡ‚ΡŒΡŽ Π³ΠΎΡ‚ΠΎΠ² ΠΊ Ρ€Π°Π±ΠΎΡ‚Π΅ Π² Codespaces β€” ΠΎΠΊΡ€ΡƒΠΆΠ΅Π½ΠΈΠ΅ с зависимостями разворачиваСтся Π² ΠΏΠ°Ρ€Ρƒ ΠΊΠ»ΠΈΠΊΠΎΠ².

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