Qiskit / granite-8b-qiskit like 0 Follow Qiskit 9
granite-8b-qiskit is a 8B parameter model extend pretrained and fine tuned on top of granite-8b-code-base using Qiskit code and instruction data to improve capabilities at writing high-quality and non-deprecated Qiskit code. We used only data with the following licenses: Apache 2.0, MIT, the Unlicense, Mulan PSL Version 2, BSD-2, BSD-3, and Creative Commons Attribution 4.0.
This model is designed for generating quantum computing code using Qiskit. Both quantum computing practitionners and new Qiskit users can use this model as an assistant for building Qiskit code or responding to Qiskit coding related instructions and questions.
The use of Large Language Models involves risks and ethical considerations people must be aware of. Regarding code generation, caution is urged against complete reliance on specific code models for crucial decisions or impactful information as the generated code is not guaranteed to work as intended. granite-8b-qiskit model is not the exception in this regard. Even though this model is suited for multiple code-related tasks, it has not undergone any safety alignment, there it may produce problematic outputs. Additionally, it remains uncertain whether smaller models might exhibit increased susceptibility to hallucination in generation scenarios by copying source code verbatim from the training dataset due to their reduced sizes and memorization capacities. This aspect is currently an active area of research, and we anticipate more rigorous exploration, comprehension, and mitigations in this domain. Regarding ethics, a latent risk associated with all Large Language Models is their malicious utilization. We urge the community to use granite-8b-qiskit model with ethical intentions and in a responsible way.
