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🏞️Recently, Minjiang River Estuary Wetland in #Fuzhou# has transformed into a Cute Critter Paradise, with the mudflats of the #wetland# park hiding the most vibrant & lively spirit of Fuzhou's #summer#.🦀 #wildlife# #ecosystem# #SustainableFuzhou# #SummerVibe# @RamsarConv @WetlandsInt
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🗣️ @NewJeans_ADOR selfies coming your way! petition to make everyday #MINJI# day ✏️ #ImSuperShy# #Time_to_NewJeans# #NewJeans# #뉴진스# #NewJeans_GetUp# #NewJeans_SuperShy#
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「穐田和恵のほんまぁ~?夜Night」 1/25(水)放送 毎月第4水曜日18:00~18:20にお引越し!Rainbowtown FM 88.5MHz 第6回ゲスト:Kim minji(アートメイクブロウ東京) リスラジでも聴けます! 是非聴いて下さいね☺️💓 #穐田和恵のほんまぁ〜やないと#
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昨日は仕事始め🐰 穐田和恵のほんまぁ~?夜Nightの収録!1月から毎月第4水曜日18時~にお引越し🎧 Rainbowtown FM88.5MHz 韓国平行眉毛専門サロンART MAKE BROW様がスポンサーについて下さいました!次回のゲストはオーナーのKim minjiさん💕 是非チェックして下さいね💕
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MiniMax H3 开源了,普通人能不能用? 能,但要分两种情况。 想直接生成视频: 不用安装模型,也不用买显卡,直接用 MiniMax 官方网页或 API,按使用量付费。最省事,但具体价格要看官方平台当前显示。 想免费本地运行: 先从 GitHub 下载 H3,再安装运行工具,比如 ComfyUI 或 SGLang。 需要你的电脑有高性能显卡。官方示例是 4 张 GPU,普通电脑和游戏本基本跑不动。模型文件免费,不代表使用免费,显卡、电费、云服务器都要自己承担 H3 有两个版本: FL2VA:输入文字、首尾画面来生成视频 Ref2VA:输入图片、视频、音频作为参考来生成视频 它能生成 4~15 秒视频,并同步生成声音。 注意: 现在开源的主要是基础模型,本地通常生成 768p 视频。复杂提示词处理和 2K 高清输出,还要调用官方 API。 一句话: 没显卡,直接用网页或 API 有高端显卡,才适合本地部署 想研究模型,下载开源权重 想马上出片,别折腾安装。 下面是MiniMax H3 跟Seedonce 2.0 同样的提示词生成 GitHub:
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BREAKING: MiniMax H3 by @MiniMax_AI is 1st across 3 Video categories (Multi-Image to Video, Image to Video, and Video Editing) on Design Arena. MiniMax H3’s performance in Video Arena puts it ahead of other top performing models like Seedance 2.0 by @BytePlusGlobal, Grok Imagine Video 1.5 Preview by @SpaceXAI, and Gemini Omni Flash by @GoogleDeepMind. This marks another category to be led by open-weight models, following Kimi K3’s first place in our coding categories. Congratulations to the @MiniMax_AI team for establishing a new SOTA in video generation!
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Thailand's Deputy Prime Minister and @mofthailand Minister Ekniti Nitithanprapas calls the 2026 Annual Meetings the "Olympics of global finance." This October, Thailand hosts finance ministers and central bank governors from around the world.
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开发系统最极致高效的Agents.md,没有之一: # AGENTS.md ## Core Principles - Choose the simplest implementation that fully satisfies the current requirements. Avoid unnecessary abstraction, configuration, indirection, or speculative extensibility. - Make the smallest necessary change that fixes the root cause. Do not refactor unrelated modules or change strategy semantics unless explicitly requested. - Grow the system in layers. Start from the smallest working end-to-end version and add new capabilities incrementally. Never replace a working system with unfinished complexity. - Reuse existing project components before creating new ones. Prefer extending proven modules over introducing parallel implementations. - Prefer well-maintained libraries when they reduce overall complexity or improve reliability. Do not reimplement common functionality without a clear benefit. - Keep components modular with clearly defined responsibilities. Avoid unnecessary coupling between strategy logic, execution, accounting, replay, and infrastructure. - Design for long-term maintainability once a feature or strategy has been validated. Do not over-engineer speculative ideas before evidence exists. --- ## Strategy Development - Validate hypotheses with historical replay before introducing forward-only logic whenever historical validation is possible. - Every trading strategy must progress through Replay → Shadow → Canary → Live. Do not skip validation stages. - Base design decisions on measurable evidence rather than intuition. Optimize only after demonstrating that an edge exists. - Treat every strategy as an independent contract. Do not silently alter frozen behavior without explicit authorization. --- ## Existing Systems - Do not break running Shadow or Live systems for unrelated work. - Preserve compatibility only when required by active production or validation workflows. Otherwise, remove obsolete code instead of accumulating compatibility layers. - Reuse existing infrastructure whenever possible, including replay engines, accounting, execution, wallet management, order book handling, logging, monitoring, and daemon frameworks. --- ## Engineering Standards - Prefer deterministic behavior over hidden automation. - Fail loudly when assumptions are violated. Do not silently ignore errors or fall back to unexpected behavior. - Keep configuration minimal. Introduce new configuration only when behavior genuinely needs to vary. - Remove dead code instead of leaving unused paths behind. - Write code that is easy to inspect, replay, test, and reason about. - Keep implementation consistent with existing project architecture unless an architectural change is explicitly requested. --- ## Scope Discipline - Implement only the requested scope. - Do not introduce unrelated optimizations, redesigns, migrations, or feature expansions. - Non-blocking findings outside the requested scope may be noted separately but must not be merged into the current task. - Consider a task complete once its agreed acceptance criteria are satisfied. Treat subsequent improvements as separate work items.
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今天有好几个开源的小模型。 Mach-1 Additive:35B,1.7bit量化,16G Mac可以流畅运行。 模型: Shieldstral 1.0 3B:多模态审核模型,仅3B,支持文字+图片输入,支持自定义审核规则。 模型: Maple-Preview:20B总参数,1B激活参数,1.58bit量化,iPhone可运行,在M4 Mac Mini上可以达到218token/s。 模型: Pokee-Isaac 28B:这个没开源,28B模型,特色是1000万上下文。luna水平和价格。 官方介绍:
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