Author's Note: A deep dive into the core content of the Kimi K2.5 technical paper. We'll break down the 1T-parameter MoE architecture, the 384-expert configuration, and the MLA attention mechanism, while comparing local deployment hardware requirements and API integration options. Curious about the technical details of Kimi K2.5? This article, based on the Kimi K2.5…
Author's Note: Kimi K2.5 is now fully open-source. This article explains the open-source license, model download links, and API access methods in detail, and provides a complete code example for quickly calling Kimi K2.5 via APIYI. Has Kimi K2.5 gone open source? That's been the top question for many developers lately. Well, good news: Moonshot…
Author's Note: A detailed analysis of the causes and solutions for the The request is blocked by our moderation system – self-harm error when calling the official Sora 2 API. Getting a The request is blocked by our moderation system when checking inputs. Possible reasons: self-harm error while trying to generate videos with the Sora…
Choosing the right Sora 2 API model version has always been a top priority for video generation developers. In this post, we’ll compare the sora-2-2025-12-08 and sora-2-2025-10-06 snapshots. We'll break down their performance, features, and stability to give you a clear recommendation on which one to use. Core Value: By the time you finish reading,…
Author's Note: Get a 20% discount on the official Sora 2 API through the APIYI official proxy. This is the official version of the video generation service with per-second billing, featuring the lowest prices for new users. Want to use the official Sora 2 API for video generation but put off by the high prices…
API file upload is a common technical requirement developers face when calling AI interfaces for video generation, image processing, and more. In this post, we'll dive into how the multipart/form-data encoding works. We'll use the Sora 2 image-to-video API as a practical example to help you master the core skills of API file uploading. Core…
Monitoring Nano Banana Pro API availability is a key requirement for developers to ensure the stable operation of their image generation services. This article introduces 3 practical methods for monitoring the Nano Banana Pro API, helping you track service status in real-time and respond quickly to outages. Core Value: By the end of this article,…
When you're using Sora 2 API for video generation, knowing the availability of different access methods is crucial. In this post, we'll dive deep into the status differences between Official Relay and Official Reverse access. This should help you pick the most stable calling solution for your needs. Core Value: By the end of this…
Nano Banana Pro is a top-tier image generation model from Google (essentially Gemini 3 Pro Image), famous for its incredible image quality and text rendering. However, the official API pricing can be a dealbreaker for many developers—coming in at $0.24 per 4K image and $0.134 per 2K image. The good news is: By using a…
When calling the Sora 2 API to generate video, if the seconds parameter is passed an unsupported value, it immediately returns an invalid_value error. This article will provide a detailed breakdown of the root cause behind the Invalid value: '10'. Supported values are: '4', '8', and '12' error and offer a complete fix. Core Value:…
