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March 2022

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Edition · March 2022

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Amazon Science
KeyRank 72

Making DeepSpeed ZeRO run efficiently on more-affordable hardware

Amazon's optimization of DeepSpeed ZeRO for cheaper hardware directly impacts AI development costs for companies, making large-scale model training more accessible to businesses without massive infrastructure budgets.

Why it ranks · · DeepSpeed ZeRO optimization for Elastic Fabric Adapter · March 2022

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The six pillarsRanked by KeyRank · this month

Frontier

13% share

Models, benchmarks, the lab race. · 1 story

  1. 1New GPT-3 capabilities: Edit & insert72

Tools

50% share

The AI products people actually use. · 4 stories

  1. 1How Prime Video uses machine learning to ensure video quality65
  2. 2Accelerate BERT inference with Hugging Face Transformers and AWS Inferentia
  3. 3Announcing the 🤗 AI Research Residency Program
All 4 stories

Agents

quiet today

Autonomous systems in the wild. · 0 stories

  1. Nothing cleared the bar today.

Money

quiet today

Funding, M&A, valuations, earnings. · 0 stories

  1. Nothing cleared the bar today.

Chips

quiet today

Silicon, racks, the compute buildout. · 0 stories

  1. Nothing cleared the bar today.

Work

38% share

Jobs, industries, people & policy. · 3 stories

  1. 1Lessons learned on language model safety and misuse68
  2. 2A research agenda for assessing the economic impacts of code generation models
  3. 3Economic impacts research at OpenAI

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