Mistral Architecture Explained From Scratch with Sliding Window Attention, KV Caching Explanation

Neural Hacks with Vasanth
Neural Hacks with Vasanth
5.6 هزار بار بازدید - 9 ماه پیش - 🏛️ Architecture Demystified: Discover the
🏛️ Architecture Demystified: Discover the inner workings of Mistral 7B, from Sliding Window Attention to Rolling Buffer KV Caching, and more!

🚀 Efficient Handling: Learn how Mistral 7B manages long sequences, optimizes cache memory, and effortlessly tackles large prompts with Prefill and Chunking techniques.

⚙️ Exploring Parameters: Delve into the model's key parameters, including the number of heads, head dimension, and more, for a comprehensive understanding.

🔥 Results Unveiled: Witness Mistral 7B's exceptional performance in head-to-head comparisons against the Llama family models across various benchmarks.

🌟 Your Ultimate Guide: Whether you're a tech enthusiast or a data aficionado, this video is your one-stop destination to unlock the secrets of Mistral 7B's groundbreaking capabilities. Don't miss out on this illuminating journey!

Important Links:
Github: https://github.com/Vasanthengineer494...
Paper: https://arxiv.org/abs/2310.06825

For further discussions please join the following telegram group
Telegram Group Link: https://t.me/nhv4949

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LinkedIn: LinkedIn: vasanthengineer4949
9 ماه پیش در تاریخ 1402/08/02 منتشر شده است.
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