Descriptions:
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
