Deepseek drops another HUGE breakthrough

Author: AI Search - Bewertung: 122x - Views:1754

DSpark by Deepseek. Huge speed and throughput unlock. #ai #ainews #llm #agi #singularity

Thanks to our sponsor Higgsfield. Try Claude Fable with Higgsfield today: https://higgsfield.ai/s/mcp-theaisearch-pZHmcw



dSpark paper: https://github.com/deepseek-ai/DeepSpec/blob/main/DSpark_paper.pdf

dSpark code: https://github.com/deepseek-ai/DeepSpec/

Deepseek with dSpark: https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro-DSpark

Deepseek v4 explainer: https://youtu.be/XJUpuOBpT-4

How AI models work: https://youtu.be/U2hZFMVNSE0



00:00 dSpark intro

01:05 Deepseek situation

02:20 Why AI models are slow

04:44 Speculative decoding

7:42 The dilemma

10:16 The fix

11:05 Higgsfield with Claude Fable

12:41 Markov loop

14:50 Infra challenges

16:29 Confidence heads

19:33 Hardware aware algo

21:20 Results

23:18 Open sourced





Newsletter: https://aisearch.substack.com/

Find AI tools & jobs: https://ai-search.io/

Support: https://ko-fi.com/aisearch



Here's my equipment, in case you're wondering:

Lenovo Thinkbook: https://amzn.to/4jWeKwH

Dell Precision 5690: https://www.dell.com/en-us/dt/ai-technologies/index.htm?utm_source=AISearchTools&utm_medium=youtube&utm_campaign=precisionai#tab0=0

GPU: Nvidia RTX 5000 Ada https://nvda.ws/3zfqGqS

Mic: Shure SM7B https://amzn.to/3DErjt1

Audio interface: Scarlett Solo https://amzn.to/3qELMeu