Unified Model Records

LLaVA-1.6 Vicuna 13B

Type: model

Tags: opensource Publisher: LMSYS Org Released: 2023-03-30 v.1.0.0

Model details

Blackbox External Model Access
Capabilities demonstration
Capabilities description -
Centralized model documentation
Evaluation of capabilities
External model access protocol
External reproducibility of capabilities evaluation
External reproducibility of intentional harm evaluation -
External reproducibility of mitigations evaluation -
External reproducibility of trustworthiness evaluation -
External reproducibility of unintentional harm evaluation
Full external model access
Inference compute evaluation -
Inference duration evaluation
Input modality
Intentional harm evaluation -
Limitations demonstration -
Limitations description
Mitigations demonstration
Mitigations description
Mitigations evaluation
Model architecture
Asset license
Model components
Model size
Output modality
Risks demonstration
Risks description
Third party capabilities evaluation -
Third party evaluation of limitations
Third party mitigations evaluation -
Third party risks evaluation -
Trustworthiness evaluation -
Unintentional harm evaluation

Intended use

  • Research and academic purposes to advance the field of natural language processing and chatbot design.
  • Developers and enthusiasts to explore chatbot technologies and implement in non-commercial projects.
  • Educational institutions for teaching concepts related to AI and chatbots.
  • Non-profit organizations to enhance their customer support or engagement through chatbots.
  • Open-source community contribution and improvement.

Dependencies

Metrics

No metrics specified.

Environmental

No environmental refs specified.

Carbon emitted (tCO2eq): 1

Energy usage: 1 w

Compute usage: 0

Ethical considerations

  • Ensure the model does not generate harmful or biased content by incorporating adequate safety measures.
  • Be transparent about the model's capabilities and limitations to users and stakeholders.
  • Consider the environmental impact of training large models and strive for more energy-efficient methodologies.
  • Respect user privacy and data protection laws, especially when dealing with conversation data.
  • Regularly review and update the model and its usage policies to address evolving ethical standards and societal expectations.

Recommendations

  • Use Vicuna-13B for experimental and research purposes to explore limitations and potential improvements.
  • Consider the ethical implications of deploying chatbots and adhere to fair use policies.
  • Because Vicuna is open-source, contributions such as bug fixes, feature enhancements, and training on diverse datasets are recommended.
  • Engage with the development community through discussions, sharing use cases, and providing feedback.
  • Stay informed about future updates and versions by following the project's official communication channels.