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Designed to generate text in response to prompts with specific instructions, following a standardized format.

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Features
  • LightGPT FeaturesLightGPT-instruct-6B is a language model developed by AWS Contributors based on GPT-J 6B
  • It has been fine-tuned on the OIG-small-chip2 instruction dataset, which contains approximately 200K training examples and is licensed under Apache-2.0.Model Capabilities: The model is designed to generate text in response to prompts with specific instructions, following a standardized format
  • It recognizes the completion of its response when the input prompt ends with the token \"### Response:\\n\"
  • The model is trained specifically for English conversations.Deployment and Example Code: The deployment of the LightGPT-instruct-6B model to Amazon SageMaker is supported, and the documentation provides example code to illustrate the process.Evaluation Metrics: The model's performance is evaluated using various metrics, including LAMBADA PPL (perplexity), LAMBADA ACC (accuracy), WINOGRANDE, HELLASWAG, PIQA, and GPT-J.Limitations: The documentation highlights certain limitations of the model
  • These include its potential to struggle with accurately following long instructions, providing incorrect answers to math and reasoning questions, and occasionally generating false or misleading responses
  • The model also lacks contextual understanding and generates responses solely based on the given prompt.Use Case: The LightGPT-instruct-6B model is a natural language generation tool suitable for generating responses to a wide range of conversational prompts, including those requiring specific instructions.CategoriesBrowse 125 AI prompts tools.View All Categories
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