SetFitABSA：基於 SetFit 的少樣本屬性情感分析，僅需極少數據即可精準分類★ 75
Hugging Face Blog922 days agoRelease### Background and Challenges Sentiment analysis is one of the most classic tasks in natural language processing (NLP). However, traditional sentence-level…
AMD 攜手 Hugging Face：推出 optimum-amd 實現 AMD GPU 的大語言模型即開即用加速★ 75
Hugging Face Blog923 days agoReleaseHugging Face's official blog announced a deep partnership with chip giant AMD, launching `optimum-amd`, an open-source library optimized specifically for AMD…
Optimum-NVIDIA：只需一行程式碼，即可解鎖極速 LLM 推理★ 80
Hugging Face Blog923 days agoReleaseHugging Face announced the launch of a new open-source library called "Optimum-NVIDIA," the result of a deep collaboration with NVIDIA, aimed at seamlessly…
Replicate 完成由 a16z 領投的 4,000 萬美元 B 輪融資，加速企業基於開源 AI 進行開發★ 75
Replicate Blog923 days agoBusinessAI infrastructure startup Replicate announced the successful completion of a $40 million Series B funding round. This round was led by prominent Silicon Valley…
告別冷啟動：Hugging Face 如何將 LoRA 推論速度提升 300%★ 85
Hugging Face Blog923 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…
Open LLM Leaderboard：深入解析 DROP 基準測試與模型「刷榜」現象★ 75
Hugging Face Blog927 days agoCommentaryThe Hugging Face Open LLM Leaderboard has long served as an important benchmark for the community to evaluate the capabilities of open-source models. However…
如何使用 API 運行 Yi 對話模型：以 Replicate 雲端託管為例
Replicate Blog935 days agoTutorialThe Yi model series is a bilingual (Chinese and English) large language model trained from scratch by 01.AI, the AI startup founded by Kai-Fu Lee. Upon its…
用單一指令快速建構 Replicate 應用程式專案骨架
Replicate Blog936 days agoNew ToolThe official Replicate blog announced the launch of a new feature that significantly enhances developer experience (DX): quickly scaffolding an application…
使用開源模型進行更快、更便宜的文字嵌入 (Text Embeddings)
Replicate Blog948 days agoTutorialThis technical blog post from Replicate provides a detailed introduction to using the open-source BGE (BAAI General Embedding) model for efficient, low-cost…
使用 MusicGen-Chord 結合和弦進行與文字提示詞生成音樂
Replicate Blog950 days agoReleaseThe Replicate platform has officially launched MusicGen-Chord, a significant feature upgrade to Meta's open-source music generation model MusicGen. Traditional…
介紹 Prodigy-HF：與 Hugging Face 的直接整合
Hugging Face Blog951 days agoNew ToolProdigy, the well-known machine learning data annotation tool from Explosion (the company behind the popular NLP library spaCy), has officially released a…
Personal Copilot：訓練專屬於你的程式碼助手★ 75
Hugging Face Blog962 days agoTutorialIn everyday development, tools like GitHub Copilot dramatically improve productivity, but for enterprises or individual developers, general-purpose models may…
在 Mac 上使用 Latent Consistency Model (LCM) 實現一秒快速生成圖片教學
Replicate Blog964 days agoTutorialThis technical guide from Replicate provides detailed instructions on how to locally deploy and run Latent Consistency Models (LCMs) on Macs equipped with…
深入剖析：使用 PPO 進行 RLHF 的 N 個關鍵實作細節★ 85
Hugging Face Blog965 days agoTutorialThis technical blog post from Hugging Face takes an in-depth look at the critical "implementation details" that are routinely glossed over in academic papers…
探索 SDXL 的簡單優化方法：大幅提升速度與節省顯存的實用指南★ 75
Hugging Face Blog965 days agoTutorialStable Diffusion XL (SDXL) is a powerful but architecturally large text-to-image model whose parameter count far exceeds that of the previous SD 1.5, placing…
使用 Hugging Face Inference Endpoints 輕鬆部署高效能嵌入模型★ 75
Hugging Face Blog965 days agoReleaseAs large language models (LLMs) and Retrieval-Augmented Generation (RAG) technology become increasingly widespread, embedding models have become an…
在 Replicate 上微調 MusicGen，輕鬆生成任何風格的音樂
Replicate Blog976 days agoNew ToolAI cloud deployment and runtime platform Replicate has announced official support for fine-tuning Meta's open-source music generation model MusicGen. This new…
使用 ONNX Runtime 加速超過 130,000 個 Hugging Face 模型★ 75
Hugging Face Blog985 days agoNew ToolHugging Face officially announced a deep collaboration with Microsoft to integrate ONNX Runtime (ORT) into the Hugging Face ecosystem. This partnership enables…
Chat Templates：終結默默蠶食模型效能的隱形殺手★ 85
Hugging Face Blog986 days agoReleaseAs large language models (LLMs) shift toward conversational (Chat/Instruct) applications, correctly formatting and feeding a user's conversation history —…
使用 Inference API 部署 AI Comic Factory（AI 漫畫工廠）
Hugging Face Blog987 days agoTutorial"AI Comic Factory" is one of the most popular open-source AI applications on the Hugging Face platform. It allows users to simply enter a brief plot…
Hugging Face 倫理與社會簡報第 5 期：Hugging Face 前進華盛頓與 2023 夏季沉思
Hugging Face Blog990 days agoCommentaryAs the world's largest open-source AI community platform, Hugging Face regularly shares its efforts in AI governance, policy advocacy, and ethics research…
Hugging Face 為 PRO 訂閱者推出專屬推理服務：更高速率、支援大型開源模型★ 70
Hugging Face Blog997 days agoReleaseThe Hugging Face official blog has announced a new "Inference for PROs" upgraded service for PRO subscribers (at $9 per month). This service is designed to…
Rocket Money x Hugging Face：如何在生產環境中擴展高波動性的機器學習模型
Hugging Face Blog1,000 days agoBusinessThis case study details how Rocket Money (formerly TrueBill), a popular personal finance app, partnered with Hugging Face to address pain points in deploying…
在生產環境中優化你的大語言模型 (LLM) — Hugging Face 實戰指南★ 85
Hugging Face Blog1,004 days agoTutorialThis technical guide from Hugging Face systematically introduces the core strategies for deploying and optimizing large language models (LLMs) in production…
介紹 Würstchen：超快速且高效的圖像生成擴散模型★ 75
Hugging Face Blog1,006 days agoReleaseHugging Face, in collaboration with the research community, has introduced a new text-to-image diffusion model called "Würstchen." The model's standout feature…
Hugging Face Transformers 原生支援量化方案全解析：bitsandbytes 與 GPTQ 實戰指南★ 75
Hugging Face Blog1,007 days agoTutorialAs the parameter count of large language models (LLMs) has grown dramatically, running and fine-tuning these models on consumer-grade GPUs or limited hardware…
Hugging Face SafeCoder 對決閉源程式碼助手：企業級私有化部署的安全性優勢★ 70
Hugging Face Blog1,008 days agoReleaseIn today's software development workflows, AI coding assistants have become a critical tool for boosting developer productivity. However, for many enterprises…
使用 T2I-Adapters 實現 SDXL 的高效可控圖像生成★ 70
Hugging Face Blog1,011 days agoReleaseThis technical article introduces T2I-Adapters (Text-to-Image Adapters) designed specifically for Stable Diffusion XL (SDXL). As SDXL has become the new…
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 Blog1,013 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…
展翅高飛：擁有 1800 億參數的 Falcon 180B 正式發布★ 75
Hugging Face Blog1,013 days agoReleaseThe Technology Innovation Institute (TII) in Abu Dhabi, UAE has officially released what is currently the largest openly accessible large language model on…