[Feature]: Verify / Support `Kimi-Linear-48B-A3B-Instruct`

[wjunLu]

🚀 The feature, motivation and pitch

Verify / Support Kimi-Linear-48B-A3B-Instruct

Description

Request to verify or support the Kimi-Linear-48B-A3B-Instruct model released in October 2025.

Model Information:

• HuggingFace Path: Kimi-Linear-48B-A3B-Instruct
• Release Date: October 2025
• Category: Vendor Model (Kimi/Moonshot AI)
• Highlights:
  • 48B parameter model with linear attention mechanism
  • A3B (Attention-Aware-Adaptive-Balanced) architecture
  • Instruction-tuned for various tasks
  • Enhanced efficiency and scalability

Deliverables

1. Test Cases: Add comprehensive test cases for Kimi-Linear-48B-A3B-Instruct

   • Location: tests/e2e/models/configs

2. Tutorial: Create tutorial documentation

   • Location: docs/source/tutorials/models

3. SKILL.md: You must use AI assistance to complete this task and comment your agent SKILL.md or prompts used under this issue for reference

   • What is SKILL: A SKILL is a summary of lessons learned and best practices from the AI-assisted development process. It documents effective prompts, workflows, problem-solving approaches, and reusable patterns that can help others accomplish similar tasks more efficiently.
   • SKILL.md format reference: https://agentskills.io/specification