LightGPT
Pricing Model
Freemium
Deployment
Open Source
AI Tool Description
LightGPT-instruct-6B is a language model developed by AWS Contributors based on GPT-J 6B. Deploying the model to Amazon SageMaker is supported, and example coding is provided to illustrate the process.
Key features and advantages:
- Specialized for generating responses to prompts
- Has been fine-tuned on the OIG-small-chip2 instruction dataset
- Supports deployment and example code provided to illustrate the process
Use cases:
- Generating text in response to prompts with specific instructions
Limitations:
- Potential to struggle with accurately following lengthy instructions
- Occasionally generates false or misleading responses
- Lacks contextual understanding and generates responses solely based on given prompts
Deployment and example code:
- Deployment on Amazon SageMaker is supported
- Example code is provided in documentation to illustrate the process
Evaluation Metrics:
- LAMBADA PPL (perplexity)
- LAMBADA ACC (accuracy)
- WINOGRANDE
- HELLASWAG
- PIQA
- GPT-J
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