3694 - 学生开发日：使用 Qiskit 代码助手.pdf

1、Orlando,FLOctober 69IBM TechXchange 2025va barbosaIBM QuantumUtilizing Qiskit Code AssistantCollaboration between watsonx,IBM Research(AI for Code),and IBM Quantum2IBM TechXchange|2025 IBM CorporationBringing Generative AI to IBM QuantumBuild tools using generative AI to improve experience and produ

2、ctivity of quantum practitionersDemonstrate code assistant&LLMs that writes high-quality Qiskit codeRelease Open-Source models for use in local deploymentsIBM TechXchange|2025 IBM Corporation3Qiskit ModelIBM Granite foundation model,for examplegranite-3.3-8bBaseExtended pretraining,LoRA fine-tuning,

3、&DPO post-trainingExtendModels deployed and running through watsonx.aiDeployLeverage community for continuous improvementsImproveIBM TechXchange|2025 IBM Corporation4Evaluate performance of LLMs at writing Qiskit codeDeveloped by Qiskit advocatesContains 150+unit tests to compute pass/fail huggingfa

4、ce.co/datasets/Qiskit/qiskit_humanevalEvaluation Benchmark:Qiskit HumanEvalIBM TechXchange|2025 IBM Corporation5Qiskit Code AssistantProvides model generated suggestions for code completionIDE extensions include VS Code and JupyterLab6IBM TechXchange|2025 IBM Corporation1.Install the VS Code or Jupy

5、terLab extension2.Generate an IBM Cloud API key and configure the extension3.When prompted read and accept the model disclaimerHAPPY CODING!Getting StartedIBM TechXchange|2025 IBM Corporation7DEMOIBM TechXchange|2025 IBM Corporation8Qiskit has rapidly evolved with advancements in quantum computing a

6、nd needs of the communityUsers can spend significant time keeping up with changes or incorporating latest featuresLooking AheadIBM TechXchange|2025 IBM Corporation9Given outdated,deprecated Qiskit code produce equivalent code with latest Qiskit versionIBM TechXchange|2025 IBM Corporation10Qiskit Cod