如何建立自己的 Hugging Face 排行榜：以 Vectara 幻覺排行榜為例的完整指南★ 75
Hugging Face Blog929 days agoTutorialIn the open-source AI community, the Hugging Face Open LLM Leaderboard serves as an important benchmark for evaluating model capabilities. However, many…
使用 Unsloth 與 🤗 TRL 讓 LLM 微調速度提升 2 倍★ 80
Hugging Face Blog931 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…
迎來 aMUSEd：高效的輕量級 Text-to-Image 文本生成圖像模型
Hugging Face Blog937 days agoReleaseThe Hugging Face official blog formally introduced a brand-new open-source text-to-image model called "aMUSEd." This model is based on a reproduction and…
使用投機解碼（Speculative Decoding）將 Whisper 推論速度提升 2 倍★ 75
Hugging Face Blog952 days agoTutorialThe Hugging Face official blog introduces how to use "Speculative Decoding" to more than double the inference speed of OpenAI's Whisper speech-to-text model…
2023 年：開源大語言模型（Open LLMs）爆發之年★ 75
Hugging Face Blog954 days agoCommentaryLooking back on 2023, the most notable trend in the AI landscape was the explosive growth of open-source large language models (Open LLMs). In this annual…
歡迎 Mixtral：Hugging Face 迎來頂尖的混合專家（MoE）開源模型★ 90
Hugging Face Blog961 days agoReleaseFrench AI startup Mistral AI officially released its highly anticipated open-source Mixture of Experts (MoE) model — Mixtral 8x7B. The model caused a sensation…
混合專家模型 (Mixture of Experts, MoE) 技術詳解★ 85
Hugging Face Blog961 days agoTutorialMixture of Experts (MoE) has become a core technology for improving the performance and efficiency of today's large language models (LLMs). Traditional "dense…
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 Blog966 days agoRelease### Background and Challenges Sentiment analysis is one of the most classic tasks in natural language processing (NLP). However, traditional sentence-level…
Optimum-NVIDIA：只需一行程式碼，即可解鎖極速 LLM 推理★ 80
Hugging Face Blog967 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 Blog967 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 Blog967 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…
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 Blog967 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…
Open LLM Leaderboard：深入解析 DROP 基準測試與模型「刷榜」現象★ 75
Hugging Face Blog971 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 Blog979 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…
使用開源模型進行更快、更便宜的文字嵌入 (Text Embeddings)
Replicate Blog992 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…
介紹 Prodigy-HF：與 Hugging Face 的直接整合
Hugging Face Blog995 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…
在 Mac 上使用 Latent Consistency Model (LCM) 實現一秒快速生成圖片教學
Replicate Blog1,008 days agoTutorialThis technical guide from Replicate provides detailed instructions on how to locally deploy and run Latent Consistency Models (LCMs) on Macs equipped with…
使用 Hugging Face Inference Endpoints 輕鬆部署高效能嵌入模型★ 75
Hugging Face Blog1,009 days agoReleaseAs large language models (LLMs) and Retrieval-Augmented Generation (RAG) technology become increasingly widespread, embedding models have become an…
深入剖析：使用 PPO 進行 RLHF 的 N 個關鍵實作細節★ 85
Hugging Face Blog1,009 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…
在 Replicate 上微調 MusicGen，輕鬆生成任何風格的音樂
Replicate Blog1,020 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 Blog1,029 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 Blog1,030 days agoReleaseAs large language models (LLMs) shift toward conversational (Chat/Instruct) applications, correctly formatting and feeding a user's conversation history —…
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 Blog1,034 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 Blog1,041 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 Blog1,044 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 Blog1,048 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 Blog1,050 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 Blog1,051 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 Blog1,052 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 Blog1,055 days agoReleaseThis technical article introduces T2I-Adapters (Text-to-Image Adapters) designed specifically for Stable Diffusion XL (SDXL). As SDXL has become the new…