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January 2022

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Edition · January 2022

FrontierOpenAI Blog
KeyRank 78

Aligning language models to follow instructions

OpenAI deployed a new generation of instruction-tuned models via RLHF alignment techniques, establishing a new baseline for user-intent adherence and safety. This shift from GPT-3 to InstructGPT as the API default signals a market-wide move toward alignment-first model development.

January 2022

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The six pillarsRanked by KeyRank · this month

Frontier

27% share

Models, benchmarks, the lab race. · 3 stories

  1. 1Aligning language models to follow instructions78
  2. 2Text and code embeddings by contrastive pre-training
  3. 3Boosting Wav2Vec2 with n-grams in 🤗 Transformers

Tools

73% share

The AI products people actually use. · 8 stories

  1. 1Alexa Prize TaskBot Challenge75
  2. 2Introducing text and code embeddings
  3. 3Deploy GPT-J 6B for inference using Hugging Face Transformers and Amazon SageMaker
All 8 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

quiet today

Jobs, industries, people & policy. · 0 stories

  1. Nothing cleared the bar today.

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