Use Kimi K2.5 in Tabbit
Use in Tabbit Kimi K2.5
Featured prompts
Kimi K2.5 Vision Coding and Agent Swarm Task Prompt
One-sentence takeaway Giving Kimi K2.5 explicit goals, parallelizable subtasks, an evidence format, and completion checks makes it suitable for visual-to-code work, web reconstruction, research aggregation, and multi-agent workflows. For complex tasks, Agent S。
Kimi K2.5 Thinking/Instant and Vision Tool Configuration
One-sentence takeaway K2.5's Thinking and Instant modes are not changed by editing a text prompt alone: the official guidance gives the two modes different temperatures and requires explicitly switching between them through the API/extrabody. Third-party deplo。
Reviews and field notes
Kimi K2.5 Official Release: Multimodality, Agent Swarm, and Coding Benchmarks
One-sentence takeaway The official evaluation positions K2.5 as a natively visual model for coding and Agent Swarm workloads: its Thinking/tool configuration, context, and repeat counts are disclosed in considerable detail, but SWE and other results still depe。
Fireworks' Quality Comparison of the Official Kimi K2.5 API and Deployment Stack
One-sentence takeaway Using the official Kimi API as a reference, Fireworks found that production quality is determined by more than the model: K2.5's chat template, EOS/thinking boundary, null reasoningcontent, sampling parameters, and load errors can all cha。
BenchLM's Public Benchmark Ledger and Task Stratification for Kimi K2.5
One-sentence takeaway BenchLM's dynamic ledger shows publicly sourced results for Kimi K2.5 across Coding, Agentic, Reasoning, Multimodal, and other benchmark categories, but its total score and ranking use a custom aggregation; verification should compare ind。
Reddit LocalLLaMA's Experience with Kimi K2.5 Coding and Deployment
One-sentence takeaway The community discussion focuses on K2.5's system prompt/tool definitions, Agent Swarm, and local deployment, but both the post content and model version can change; any “leaked prompt” should be treated only as a lead, with verification 。
Moonshot AI
Use Kimi K2.5 in Tabbit
Explore sourced prompt guides, evaluations, and community reports for Kimi K2.5—then use the model directly in Tabbit.