用llama试用gemma-4-E2B模型量化版本下载llama和gguf文件。旧的llama不支持新模型所以要下载新版的llama。gguf选择最常用的Q4_K_M量化比ollama版本的原始模型小了一半。wget -c https://github.com/ggml-org/llama.cpp/releases/download/b8648/c-b8648-bin-win-cpu-x64.zip wget -c https://github.com/ggml-org/llama.cpp/releases/download/b8648/llama-b8648-bin-ubuntu-x64.tar.gz wget -c https://hf-mirror.com/unsloth/gemma-4-E2B-it-GGUF/resolve/main/gemma-4-E2B-it-Q4_K_M.gguf wget -c https://www.modelscope.cn/models/unsloth/gemma-4-E2B-it-GGUF/resolve/master/mmproj-BF16.gguf用命令行界面执行采用默认参数。将一段英文翻译为中文。C:\dllama-b8648\llama-cli -m gemma-4-E2B-it-Q4_K_M.gguf load_backend: loaded RPC backend from C:\d\llama-b8648\ggml-rpc.dll load_backend: loaded CPU backend from C:\d\llama-b8648\ggml-cpu-zen4.dll Loading model... ▄▄ ▄▄ ██ ██ ██ ██ ▀▀█▄ ███▄███▄ ▀▀█▄ ▄████ ████▄ ████▄ ██ ██ ▄█▀██ ██ ██ ██ ▄█▀██ ██ ██ ██ ██ ██ ██ ██ ▀█▄██ ██ ██ ██ ▀█▄██ ██ ▀████ ████▀ ████▀ ██ ██ ▀▀ ▀▀ build : b8648-f1ac84119 model : gemma-4-E2B-it-Q4_K_M.gguf modalities : text available commands: /exit or CtrlC stop or exit /regen regenerate the last response /clear clear the chat history /read file add a text file /glob pattern add text files using globbing pattern 将下文翻译成中文。At 4 AM on March 31, 2026, I woke up to my phone blowing up with notifications. The Claude Code source had been exposed, and the entire dev community was in a frenzy. My girlfriend in Korea was genuinely worried I might face legal action from Anthropic just for having the code on my machine — so I did what any engineer would do under pressure: I sat down, ported the core features to Python from scratch, and pushed it before the sun came up. [Start thinking] Heres a thinking process for translating the provided English text: 1. **Analyze the Request:** The goal is to translate the given English paragraph into natural and accurate Chinese. * *Source Text:* At 4 AM on March 31, 2026, I woke up to my phone blowing up with notifications. The Claude Code source had been exposed, and the entire dev community was in a frenzy. My girlfriend in Korea was genuinely worried I might face legal action from Anthropic just for having the code on my machine — so I did what any engineer would do under pressure: I sat down, ported the core features to Python from scratch, and pushed it before the sun came up. 2. **Deconstruct the Source Text (Segment by Segment):** * *Segment 1: At 4 AM on March 31, 2026, I woke up to my phone blowing up with notifications.* (Focus on time, date, and the sudden, overwhelming nature of the notifications.) * *Segment 2: The Claude Code source had been exposed, and the entire dev community was in a frenzy.* (Focus on the event and the resulting community reaction.) * *Segment 3: My girlfriend in Korea was genuinely worried I might face legal action from Anthropic just for having the code on my machine —* (Focus on the personal stakes and the specific threat/entity.) * *Segment 4: so I did what any engineer would do under pressure:* (Transition phrase leading to the action.) * *Segment 5: I sat down, ported the core features to Python from scratch, and pushed it before the sun came up.* (Focus on the specific, high-pressure actions taken.) 3. **Drafting - Focusing on Tone and Idiomatic Chinese:** * *Self-Correction/Refinement Strategy:* The tone is urgent, stressful, and heroic (the engineer solving a crisis). The Chinese translation should maintain this high-stakes feeling. 4. **Generating the Translation (Iterative Process):** * *(Initial draft thoughts for Segment 1):* 2026年3月31日凌晨4点我醒来时手机响个不停。 (A bit flat.) * *(Refining Segment 1):* Use stronger verbs for blowing up with notifications. * *(Initial draft thoughts for Segment 2):* Claude的代码源暴露了整个开发社区都非常疯狂。 (Accurate, but can be punchier.) * *(Initial draft thoughts for Segment 3 4):* 我在韩国的女友真的担心我因为机器上有代码会面临Anthropic的法律行动。所以我做了任何工程师在压力下都会做的事。 (A bit too literal.) * *(Refining Segment 5):* ported the core features to Python from scratch needs to sound technical and complete. pushed it before the sun came up needs to convey urgency. 5. **Final Review (Checking against the original for accuracy and flow):** (This leads to the final suggested translation.) 6. **Final Output Generation.** (See the suggested translation below.) [End thinking] 以下提供几种翻译风格您可以根据具体语境选择最合适的版本 ### 方案一流畅自然型 (推荐) 2026年3月31日凌晨4点我被手机的通知声惊醒。Claude的代码源已经泄露整个开发社区陷入了疯狂。我在韩国的女友非常担心我仅仅因为机器上存在这段代码就会面临Anthropic的法律诉讼——于是我做了一件任何工程师在压力下都会做的事我坐下来从零开始将核心功能移植到Python并在天亮之前完成了部署。 *** ### 方案二强调紧迫感和专业性 (更偏向技术叙事) 2026年3月31日凌晨4点我醒来时手机不断地弹出通知。Claude的代码源暴露了整个开发社区都陷入了恐慌。我的韩国女友非常担心我仅仅因为代码在我的机器上就会被Anthropic追究法律责任。因此我做出了任何工程师在压力下的反应我立即着手从头开始将核心功能移植到Python并在日出之前完成了推送。 *** ### 方案三直译简洁型 2026年3月31日凌晨4点我被手机的通知淹没。Claude的代码源已经暴露整个开发社区都陷入了狂热。我韩国的女友非常担心我因为机器上存在这段代码就会面临Anthropic的法律行动——所以我做了任何工程师在压力下的行为我坐下来从零开始将核心功能移植到Python并在太阳升起前完成了推送。 [ Prompt: 271.0 t/s | Generation: 29.0 t/s ] The whole thing was orchestrated end-to-end using oh-my-codex (OmX) by bellman_ych — a workflow layer built on top of OpenAIs Codex (OpenAIDevs). I used $team mode for parallel code review and $ralph mode for persistent execution loops with architect-level verification. The entire porting session — from reading the original harness structure to producing a working Python tree with tests — was driven through OmX orchestration. [Start thinking] Heres a thinking process for translating the provided technical paragraph: 1. **Analyze the Source Text and Identify Key Concepts/Jargon:** * The whole thing was orchestrated end-to-end... (Focuses on control/management). * ...using oh-my-codex (OmX) by bellman_ych... (Specific tool/person). * ...a workflow layer built on top of OpenAIs Codex (OpenAIDevs). (Defines the architecture/dependency). * I used $team mode for parallel code review... (Specific feature/mode). * ...and $ralph mode for persistent execution loops with architect-level verification. (Another specific feature/mode). * The entire porting session — from reading the original harness structure to producing a working Python tree with tests — was driven through OmX orchestration. (Describes the scope and mechanism of the process). 2. **Determine the Tone and Target Audience:** * The text is highly technical, using specific names (Codex, OmX, $team mode, $ralph mode). * The tone is confident, detailed, and focused on process and methodology (workflow, orchestration). * The target audience is likely other developers, engineers, or those familiar with AI/ML tooling. 3. **Drafting - Segment by Segment (Focusing on Clarity and Technical Accuracy):** * *Original:* The whole thing was orchestrated end-to-end using oh-my-codex (OmX) by bellman_ych — a workflow layer built on top of OpenAIs Codex (OpenAIDevs). * *Initial thought:* 整个过程是通过 bellman_ych 的 oh-my-codex (OmX) 来端到端编排的它是一个建立在 OpenAI Codex 上的工作流层。 * *Original:* I used $team mode for parallel code review and $ralph mode for persistent execution loops with architect-level verification. * *Initial thought:* 我使用了 $team 模式进行并行代码审查以及 $ralph 模式进行带有架构级验证的持久执行循环。 * *Original:* The entire porting session — from reading the original harness structure to producing a working Python tree with tests — was driven through OmX orchestration. * *Initial thought:* 整个移植过程——从阅读原始的框架结构到生成带有测试的可用Python树——都是通过 OmX 的编排驱动的。 4. **Review and Refine (Creating a Cohesive Flow):** (Checking for smooth transitions and appropriate technical phrasing.) * *Self-Correction during review:* Ensure the technical terms sound natural in Chinese. Orchestrated end-to-end should be strong. Workflow layer needs to be clear. 6. **Final Polish (Selecting the best version for the output).** (This leads to the suggested translations below.) [End thinking] 这是一个高度技术性的段落翻译时需要保持专业术语的准确性同时确保句子的逻辑流畅。 以下提供几种翻译方案您可以根据具体的语境例如是技术博客、项目报告还是口头介绍选择最合适的版本 ### 方案一专业流畅型推荐适合技术文档 整个过程是通过 bellman_ych 使用的 oh-my-codex (OmX) 来实现端到端end-to-end的编排它是一个建立在 OpenAI Codex (OpenAIDevs) 之上的工作流层。我利用了 $team 模式进行并行代码审查并使用 $ralph 模式进行带有架构级验证的持久执行循环。整个移植过程——从阅读原始的框架结构到生成带有测试的可用 Python 树——都由 OmX 的编排驱动。 *** ### 方案二强调工具和流程的简洁型 整个流程均由 bellman_ych 的 oh-my-codex (OmX) 进行端到端编排该工具是一个基于 OpenAI Codex (OpenAIDevs) 的工作流层。我使用了 $team 模式进行并行代码审查以及 $ralph 模式进行带有架构级验证的持久执行循环。从阅读原始框架结构到生成带测试的 Python 树的整个移植工作都通过 OmX 的编排得以驱动。 *** ### 方案三直译清晰型更贴近原文结构 所有这一切都是通过 bellman_ych 的 oh-my-codex (OmX) 进行端到端编排的它是一个建立在 OpenAI Codex (OpenAIDevs) 之上的工作流层。我使用了 $team 模式进行并行代码审查以及 $ralph 模式进行带有架构级验证的持久执行循环。从阅读原始框架结构到生成带有测试的 Python 树的整个移植环节都通过 OmX 的编排来驱动。 --- **【术语解释参考】** * **orchestrated end-to-end:** 端到端编排/控制。 * **workflow layer:** 工作流层。 * **parallel code review:** 并行代码审查。 * **persistent execution loops:** 持久执行循环。 * **architect-level verification:** 架构级验证。 * **harness structure:** 框架结构/测试框架结构。 * **Python tree:** Python 树指项目结构或文件树。 [ Prompt: 275.1 t/s | Generation: 28.5 t/s ] The result is a clean-room Python rewrite that captures the architectural patterns of Claude Codes agent harness without copying any proprietary source. Im now actively collaborating with bellman_ych — the creator of OmX himself — to push this further. The basic Python foundation is already in place and functional, but were just getting started. Stay tuned — a much more capable version is on the way. [Start thinking] Heres a thinking process for translating the text: 1. **Analyze the Request:** The user wants a translation of a short, technical, and forward-looking paragraph about a software project (a Python rewrite of an agent harness). 2. **Deconstruct the Original Text (Sentence by Sentence):** * *The result is a clean-room Python rewrite that captures the architectural patterns of Claude Codes agent harness without copying any proprietary source.* * *Im now actively collaborating with bellman_ych — the creator of OmX himself — to push this further.* * *The basic Python foundation is already in place and functional, but were just getting started.* * *Stay tuned — a much more capable version is on the way.* 3. **Identify Key Technical/Idiomatic Terms and Determine Tone:** * **clean-room Python rewrite:** This is a crucial concept in software engineering. It means rewriting something based on understanding, not copying. Needs a precise translation. * **architectural patterns:** 架构模式。 * **agent harness:** Agent harness (keep this as is, or clarify if context demands). * **proprietary source:** 专有/私有源代码。 * **collaborating with... the creator of OmX:** 强调合作关系和权威性。 * **push this further:** 进一步推进/发展。 * **basic Python foundation is already in place and functional:** 基础已经到位且可用。 * **Stay tuned:** 保持关注/敬请期待。 * **much more capable version is on the way:** 更强大/更高级的版本即将推出。 4. **Drafting - Focusing on Flow and Technical Accuracy (Iterative Refinement):** * *(Initial thought for S1):* 结果是一个干净室的Python重写它捕获了Claude Code代理框架的架构模式而没有复制任何专有源。 (A bit stiff.) * *(Refinement for S1):* Better to make clean-room rewrite sound professional. 5. **Final Translation Options (Presenting various styles):** (This leads to the suggested options below.) 6. **Review against the Original Intent:** Does the translation accurately convey the achievement (clean rewrite), the current status (collaboration, foundation built), and the future plan (more capable version coming)? Yes. (The selected translations are strong and fit the technical context.) [End thinking] 这是一个关于项目成果和未来展望的段落翻译时需要保持专业性同时让语气既自信又充满期待。 以下提供几种翻译方案您可以根据具体的语境选择最合适的版本 ### 方案一专业流畅型推荐适合技术博客或官方发布 最终成果是一个“干净室”的 Python 重写它捕捉了 Claude Code 代理框架的架构模式而没有复制任何专有代码。我现在正积极与 OmX 的创造者 bellman_ych 合作以便将项目推向更进一步。基本的 Python 基础已经搭建并可用但我们才刚刚开始。请持续关注——一个功能更强大的版本即将到来。 *** ### 方案二强调成果和行动型更具行动力 我们的成果是一个干净的 Python 重构它保留了 Claude Code 代理框架的架构模式但完全没有复制任何专有源代码。我现在正与 OmX 的开发者 bellman_ych 紧密合作共同推进这项工作。基础的 Python 框架已经完成并可运行但我们才刚刚起步。敬请期待——一个能力更强的版本正在路上。 *** ### 方案三简洁直接型适合快速更新或社交媒体 结果是一个干净的 Python 重写它抓住了 Claude Code 代理框架的架构模式且没有复制任何私有代码。我现在正与 OmX 的创建者 bellman_ych 合作以便进一步发展。基础的 Python 结构已经到位且可用但我们才刚刚开始。保持关注——一个更强大的版本即将发布。 --- **【关键词解释】** * **clean-room Python rewrite:** “干净室”重写。这是一个工程术语指在不依赖原始代码的情况下从头开始重写确保架构正确但代码是原创的。 * **architectural patterns:** 架构模式。 * **agent harness:** 代理框架/代理控制结构。 * **proprietary source:** 专有源代码/私有代码。 * **Stay tuned:** 保持关注/敬请期待。 [ Prompt: 256.9 t/s | Generation: 28.0 t/s ] 比Ollama版本多了几个选择。可能是不同软件的系统提示词不同。提示约250 t/s生成 28 t/s。用服务器和浏览器执行识别图像文件中的文字命令行如下C:\dllama-b8648\llama-server -m gemma-4-E2B-it-Q4_K_M.gguf --mmproj mmproj-BF16.gguf --ctx-size 200000 --repeat-penalty 1.15 --repeat-last-n 256 --temp 0.7 --port 8080中文识别出来的结果非常差。原文识别后英文好一点也有很多错误。原文识别后