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docs(readme): fix Pages URLs after rename to ARIS-in-AI-Offer
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README.md

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| Topic | HTML(推荐阅读) | Source MD |
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| Attention 面试 Cheat Sheet | [📄 HTML](https://wanshuiyin.github.io/ARIS-in-秋招/tutorials/attention_tutorial.html) | [MD](docs/tutorials/attention_tutorial.md) |
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| Flow Matching Quick Reference | [📄 HTML](https://wanshuiyin.github.io/ARIS-in-秋招/tutorials/flow_matching_tutorial.html) | [MD](docs/tutorials/flow_matching_tutorial.md) |
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| Attention 面试 Cheat Sheet | [📄 HTML](https://wanshuiyin.github.io/ARIS-in-AI-Offer/tutorials/attention_tutorial.html) | [MD](docs/tutorials/attention_tutorial.md) |
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| Flow Matching Quick Reference | [📄 HTML](https://wanshuiyin.github.io/ARIS-in-AI-Offer/tutorials/flow_matching_tutorial.html) | [MD](docs/tutorials/flow_matching_tutorial.md) |
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> 🚧 **更多在路上** —— RLHF/DPO/GRPO · Reasoning Models (o1/R1) · MoE (DeepSeek-V3) · KV Cache + Speculative Decoding · Long Context (RoPE/YaRN/MLA) · Quantization (GPTQ/AWQ/FP8/NVFP4) · Distributed Training (FSDP2/ZeRO/TP/PP/EP) · Diffusion Foundations · VLM (CLIP/LLaVA/Qwen-VL) · VAE/VQ-VAE/VQ-GAN/FSQ · Image Gen (SD3/FLUX/ControlNet) · Video Gen (Sora/Hunyuan-Video/Wan) · 3D Gen (NeRF/3DGS/SDS) ... 还有 13 篇正在跑。
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