Based on this YouTube video's total view count of 116K views and industry-standard rates, the estimated total earning is $82 - $234 through ad revenue. Historical data is not yet available to calculate daily, weekly, or monthly averages.

Explore DeepSeek V4.1 Flash is a beautiful model.. with 116,859 views, 1,331 likes, and 68 comments. Experience the impact of this video content that has captured audience attention.

Firecrawl Link: https://firecrawl.link/caleb-writes-code SubStack Link: https://calebwritescode.substack.com/ DeepSeek V4.1 Flash full analysis starting from their model architecture that introduced Engram. Engram allows short term recurrent information to be stored and retrieved separate to the language backbone. DeepSeek also went back to use CED, Causal Encoder Decoder, and connects with CSA2 to bring down the KV cache and inference compute by running half the model's layers and also being selective about the layer selection. The kernel optimization is also worth noting from their #deepseek #machinelearning #ai Follow me: X: https://x.com/calebfoundry LinkedIn: https://www.linkedin.com/in/calebeom/ TikTok: https://www.tiktok.com/@calebwritescode Chapters 00:00 Engram 06:06 CED 07:31 Sponsor: FireCrawl 08:31 KV Cache 11:21 Prefill/Decode 13:42 CSA2 16:32 Single-Pass mHC 21:04 Review 21:54 Conclusion

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