NeuroBait: I fine-tuned a model to spark dopamine for ADHD brain
Hugging Face Blog5 days agoNew ToolNeuroBait is a Hugging Face community project built to help with ADHD task-initiation freeze rather than diagnosis or to-do planning. It fine-tunes google/gemma-3-12b-it with LoRA to produce short, warm, context-aware nudges. The project uses Unsloth and Modal for training, then deploys on a Hugging Face Space with Gradio, transformers, peft, and a runtime LoRA adapter.
Unlocking VLM Potential on Satellite Imagery Through Fine-Tuning
Mistral AI News6 days agoTutorialMistral AI demonstrates how LoRA fine-tuning adapts Pixtral-12B to satellite imagery, a specialized visual domain where prompting alone is unreliable. Using the Aerial Image Dataset, the post compares a prompt-based baseline against a fine-tuned model across 30 scene classes. Accuracy rose from 0.56 to 0.91, while invalid label hallucinations dropped from 5% to 0.1%.
使用 Diffusers 與 PEFT 實現 Flux 的快速 LoRA 推論★ 80
Hugging Face Blog326 days agoTutorialThis technical guide from Hugging Face takes an in-depth look at how to accelerate LoRA (Low-Rank Adaptation) inference for Flux.1, the powerful open-source…
如何生成一致的角色？Replicate 評測主流圖像模型的一致性生成能力★ 75
Replicate Blog328 days agoTutorialIn the field of AI image generation, maintaining visual consistency for the same character across different scenes, actions, and expressions — known as…
在消費級硬體上微調 FLUX.1-dev：使用 QLoRA 技術指南★ 80
Hugging Face Blog360 days agoTutorialFLUX.1-dev is a state-of-the-art open-source text-to-image model with 12 billion parameters (12B), developed by Black Forest Labs. However, due to its enormous…
在 Hugging Face 上用 Replicate 運行超過 30,000 個 LoRA 模型★ 75
Replicate Blog395 days agoNew ToolThe AI-managed inference platform Replicate has announced a deep partnership with Hugging Face, the giant of the open-source AI community, officially bringing…
使用 Wan2.1 進行風格化影片生成：結合 LoRA 實現獨特視覺風格★ 75
Replicate Blog439 days agoTutorialAlibaba's open-source Wan2.1 is a video generation model that has been receiving widespread attention, and Replicate's latest guide focuses on how to use LoRA…
Replicate 創意精選：頭像生成、光劍特效與 LoRA 實用技巧
Replicate Blog443 days agoReleaseReplicate recently published the latest edition of its "Creative Roundup," showcasing fun experiments and practical tools built by community members using…
Replicate 大幅提升 FLUX 微調速度，並將優化技術開源★ 75
Replicate Blog565 days agoReleaseThe AI cloud hosting platform Replicate has announced a major fine-tuning speed optimization for FLUX.1, currently the most popular open-source image…
Llama 3.2 正式支援 Keras：跨框架輕鬆微調與部署 Meta 最新輕量級模型★ 75
Hugging Face Blog601 days agoReleaseMeta's Llama 3.2 release includes lightweight 1B and 3B text models designed specifically for edge computing and mobile devices. These models have now been…
使用合成訓練數據提升 Flux 微調效果的實用指南★ 75
Replicate Blog632 days agoTutorialFine-tuning the open-source image generation model Flux.1 has become a highly sought-after capability for creators and developers alike. However, relying…
微調 FLUX.1 打造專屬個人寫真：Replicate 官方 LoRA 訓練教學★ 80
Replicate Blog653 days agoTutorialThis official Replicate tutorial walks through in detail how to use LoRA (Low-Rank Adaptation) technology to fine-tune FLUX.1 [dev] — currently the most…
Replicate Intelligence #12：Flux LoRA 訓練上線、熱門的祖克柏迷因與 Lex Fridman 訪談中的 Replicate★ 75
Replicate Blog660 days agoReleaseReplicate Intelligence #12 rounds up the most noteworthy AI technical developments and community trends from late August 2024, centered on three core themes…
Replicate Intelligence #11：微調 FLUX.1、生成式影像遊戲與元宇宙的新願景★ 75
Replicate Blog667 days agoReleaseThis edition of Replicate Intelligence #11 compiles major recent technical breakthroughs and application trends in the generative AI space, focusing primarily…
Replicate 推出 FLUX.1 微調功能：用一行程式碼即可訓練專屬的 LoRA 圖像生成模型★ 80
Replicate Blog668 days agoReleaseReplicate, the well-known cloud AI execution platform, has announced official fine-tuning support for FLUX.1, the image generation model that has taken the…
TGI Multi-LoRA：部署一次即可同時提供 30 個微調模型服務★ 80
Hugging Face Blog696 days agoReleaseThe Hugging Face official blog has introduced a major update to its open-source text generation inference engine, Text Generation Inference (TGI): the…
微調 Microsoft Florence-2：微軟頂尖視覺語言模型實戰指南★ 80
Hugging Face Blog720 days agoTutorialMicrosoft open-sourced Florence-2 in June 2024 — a vision-language model (VLM) based on a sequence-to-sequence architecture. Despite its compact size (the Base…
Diffusers 正式支援 Stable Diffusion 3：更強大的圖像生成與記憶體優化★ 80
Hugging Face Blog732 days agoReleaseHugging Face's official blog announced that its diffusers library now officially supports Stable Diffusion 3 (SD3), the latest release from Stability AI. SD3…
在 Hugging Face 中微調 Gemma 模型★ 80
Hugging Face Blog842 days agoTutorialAfter Google released the Gemma family of open-source models (including 2B and 7B parameter versions), Hugging Face promptly published this practical…
🤗 PEFT 迎來全新合併方法：輕鬆整合多個 LoRA 適配器★ 80
Hugging Face Blog846 days agoReleaseHugging Face's PEFT (Parameter-Efficient Fine-Tuning) library has recently received a major update, officially adding support for several advanced adapter…
使用 Unsloth 與 🤗 TRL 讓 LLM 微調速度提升 2 倍★ 80
Hugging Face Blog886 days agoReleaseHugging Face's official blog announced a partnership with the Unsloth team to integrate Unsloth's efficient fine-tuning technology directly into Hugging Face's…
全世界的 LoRA 訓練腳本聯合起來！Hugging Face 推出全新 SDXL LoRA 進階訓練腳本★ 75
Hugging Face Blog894 days agoNew ToolHugging Face's official blog published a post titled "LoRA training scripts of the world, unite!" announcing the release of a powerful new advanced SDXL LoRA…
告別冷啟動：Hugging Face 如何將 LoRA 推論速度提升 300%★ 85
Hugging Face Blog922 days agoReleaseIn real-world generative AI applications, fine-tuning for specific tasks or clients is a common requirement. However, deploying a full base model for every…
比較大語言模型性能：深入探討使用 LoRA 微調 RoBERTa、Llama 2 與 Mistral 進行災難推特分析★ 75
Hugging Face Blog950 days agoTutorialThis Hugging Face blog post takes an in-depth look at how to use LoRA (Low-Rank Adaptation) to fine-tune three models of different architectures and scales for…
Personal Copilot：訓練專屬於你的程式碼助手★ 75
Hugging Face Blog961 days agoTutorialIn everyday development, tools like GitHub Copilot dramatically improve productivity, but for enterprises or individual developers, general-purpose models may…
Replicate 大幅優化微調模型冷啟動時間，現在只需不到一秒即可完成載入★ 75
Replicate Blog1,012 days agoReleaseAI cloud hosting platform Replicate has announced a major technical breakthrough for fine-tuned models: the "cold boot" time for fine-tuned models has been…
Replicate 推出 SDXL 1.0 微調支援：只需一行程式碼即可訓練專屬圖像模型
Replicate Blog1,041 days agoNew ToolReplicate's official blog announced that the platform now officially supports fine-tuning for Stability AI's flagship open-source image generation model, SDXL…
StackLLaMA：使用 RLHF 微調 LLaMA 模型的實戰指南★ 80
Hugging Face Blog1,166 days agoTutorialThis classic blog post from Hugging Face provides an extremely valuable hands-on guide for the open-source community, detailing how to fine-tune the LLaMA…
如何使用 Alpaca-LoRA 微調出類似 ChatGPT 的專屬模型★ 72
Replicate Blog1,179 days agoTutorialAfter ChatGPT swept the globe in early 2023, the open-source community was desperately searching for self-controllable, low-cost alternatives. Meta's release…
在 24GB 消費級 GPU 上使用 RLHF 微調 20B 大型語言模型★ 85
Hugging Face Blog1,193 days agoReleaseThis technical blog post from Hugging Face introduces how to combine TRL (Transformer Reinforcement Learning) and PEFT (Parameter-Efficient Fine-Tuning)…