Hugging Face 的開源文本生成與 LLM 生態系全景指南★ 85
Hugging Face Blog1,064 days agoReleaseThis official Hugging Face blog post systematically maps out the complete ecosystem it has built around open-source large language models (LLMs). As…
在 Intel CPU 上微調 Stable Diffusion 模型
Hugging Face Blog1,067 days agoTutorialIn the era of booming generative AI, fine-tuning large image generation models like Stable Diffusion has generally been considered the exclusive domain of…
使用 Transformers.js 開發機器學習驅動的網頁遊戲★ 75
Hugging Face Blog1,076 days agoTutorialThis official Hugging Face blog post explores in depth how to use the Transformers.js library to run machine learning (ML) models directly in the browser…
使用 Hugging Face Inference Endpoints 輕鬆部署大型語言模型 (LLM)★ 75
Hugging Face Blog1,077 days agoTutorialThis official Hugging Face blog post introduces how to use their hosted service "Inference Endpoints" to deploy large language models (LLMs). With the rapid…
使用開源機器學習模型打造 Web App 產生器
Hugging Face Blog1,078 days agoTutorialThis Hugging Face blog post details how to use open-source machine learning models to build a "Text-to-Web-App" generator. With the breakthroughs large…
Hugging Face 倫理與社會電子報 #4：文字生成圖像模型中的偏見問題
Hugging Face Blog1,085 days agoCommentaryThe Hugging Face Ethics and Society team has published the fourth edition of its newsletter, this time focusing on the problem of "bias" in text-to-image (T2I)…
關於 Open LLM 排行榜，到底發生了什麼事？評測分數差異深度解析★ 75
Hugging Face Blog1,088 days agoCommentary### Background: The Gap Between Leaderboard Scores and Paper Results By mid-2023, Hugging Face's Open LLM Leaderboard had become the community's go-to platform…
Hugging Face 發表對美國 NTIA「AI 問責制」徵求意見書的官方回應
Hugging Face Blog1,091 days agoOpinionHugging Face submitted a formal response to the Request for Comment (RFC) on "AI Accountability" initiated by the U.S. Department of Commerce's National…
在 iPhone、iPad 和 Mac 上使用 Core ML 實現更快的 Stable Diffusion★ 75
Hugging Face Blog1,096 days agoTutorialIn the era of rapidly advancing generative AI, deploying large deep learning models to users' personal devices (edge devices) has long been a major challenge…
Hugging Face 與 AMD 攜手合作，加速 CPU 與 GPU 平台上的先進 AI 模型運算★ 70
Hugging Face Blog1,098 days agoBusinessIn June 2023, Hugging Face officially announced a long-term strategic partnership with chip giant AMD. The core objective of this collaboration is to optimize…
基座模型能像人類一樣標記數據嗎？Hugging Face 探討 AI 標記與 RLHF 的可行性★ 75
Hugging Face Blog1,099 days agoCommentaryIn the development of large language models (LLMs), RLHF (Reinforcement Learning from Human Feedback) is the critical step for aligning models with human…
Hugging Face Hub 應用指南：如何為美術館、圖書館、檔案館與博物館（GLAM）賦能
Hugging Face Blog1,099 days agoTutorialHugging Face has published a practical guide specifically for the GLAM sector (Galleries, Libraries, Archives, and Museums), exploring how cultural heritage…
Falcon 系列開源模型正式登陸 Hugging Face 生態系統★ 75
Hugging Face Blog1,106 days agoReleaseThe Falcon series of large language models (including Falcon-40B and Falcon-7B), developed by Abu Dhabi's Technology Innovation Institute (TII), have…
Hugging Face 推出適用於 Amazon SageMaker 的 LLM 推理容器 (LLM Inference Container)★ 75
Hugging Face Blog1,111 days agoReleaseHugging Face and AWS have jointly announced the new "Hugging Face LLM Inference Container" — a brand-new deep learning container (DLC) purpose-built for Amazon…
BERTopic 正式整合 Hugging Face Hub：輕鬆分享與載入主題模型
Hugging Face Blog1,111 days agoReleaseThe popular open-source topic modeling tool BERTopic has announced a deep integration with Hugging Face Hub. This update brings tremendous convenience to NLP…
如何讓任何大型語言模型（LLM）成為更好的詩人：利用 Logits Processor 進行強制約束生成
Replicate Blog1,116 days agoTutorialThis technical blog post from Replicate explores how to go beyond traditional prompt engineering and model fine-tuning, using "Logits Processing" to precisely…
Hugging Face 整合 bitsandbytes、4-bit 量化與 QLoRA，讓大型語言模型更親民★ 90
Hugging Face Blog1,118 days agoReleaseThis official Hugging Face blog post introduces a deep integration with the `bitsandbytes` library, formally adding 4-bit quantization support to…
Hugging Face 與微軟合作在 Azure 上推出 Hugging Face Model Catalog★ 75
Hugging Face Blog1,118 days agoReleaseHugging Face has announced an important partnership with Microsoft, officially launching the "Hugging Face Model Catalog" on the Azure Machine Learning (Azure…
Hugging Face 與 IBM 達成合作，共同打造新一代企業級 AI 開發平台 watsonx.ai
Hugging Face Blog1,119 days agoBusinessHugging Face and IBM have officially announced a partnership to collaborate deeply on IBM's newly launched watsonx.ai platform. watsonx.ai is IBM's…
使用 InstructPix2Pix 對 Stable Diffusion 進行指令微調 (Instruction-tuning)★ 70
Hugging Face Blog1,119 days agoTutorialThis Hugging Face blog post provides an in-depth exploration of how to use InstructPix2Pix technology to apply instruction tuning to Stable Diffusion, enabling…
Safetensors 通過安全審計，正式成為 Hugging Face 預設模型格式★ 75
Hugging Face Blog1,119 days agoReleaseIn May 2023, Hugging Face announced that its new weight storage format for deep learning models, "Safetensors," had successfully passed an independent security…
BigCode 背後的大規模近乎重複資料刪除技術★ 75
Hugging Face Blog1,126 days agoTutorialThis technical blog post from Hugging Face takes an in-depth look at the challenges the BigCode project (the collaborative initiative behind StarCoder) faced…
越小越好：Q8-Chat，在 Intel Xeon 處理器上實現高效的生成式 AI 體驗
Hugging Face Blog1,126 days agoReleaseThis article introduces the latest outcome of a collaboration between Hugging Face and Intel: "Q8-Chat," a project designed to demonstrate how to efficiently…
在單一 AMD GPU 上使用 ROCm 運行類似 ChatGPT 的聊天機器人
Hugging Face Blog1,127 days agoTutorialThis blog post from Hugging Face provides a detailed walkthrough of how to deploy and run an open-source ChatGPT-like chatbot on a single AMD GPU using AMD's…
Hugging Face 入選法國國家資訊自由委員會（CNIL）「加強支援計劃」
Hugging Face Blog1,127 days agoBusinessFrance's Commission Nationale de l'Informatique et des Libertés (CNIL — France's personal data protection authority) has announced that it has selected Hugging…
介紹 RWKV：兼具 Transformer 優勢的全新 RNN 架構★ 75
Hugging Face Blog1,127 days agoReleaseHugging Face has announced official support for RWKV (Receptive Weighted Key Value) models in its `transformers` library. RWKV is an innovative architecture…
Hugging Face 推出 Assisted Generation：邁向低延遲文本生成的新方向★ 85
Hugging Face Blog1,131 days agoReleaseLarge language models (LLMs) typically generate text using an "autoregressive" mechanism, meaning the model must generate one token at a time. Each generation…
使用 StarCoder 打造程式助手：StarChat Alpha 正式推出
Hugging Face Blog1,133 days agoReleaseHugging Face has announced the launch of StarChat Alpha, a conversational AI assistant designed specifically for programming. The model is based on StarCoder…
StarCoder：開源程式碼生成 LLM 的全新里程碑★ 85
Hugging Face Blog1,138 days agoReleaseThe BigCode community project, led jointly by Hugging Face and ServiceNow, has officially released StarCoder (along with its base version, StarCoderBase) — a…
使用 TensorFlow 與 TPU 透過 🤗 Transformers 訓練語言模型★ 70
Hugging Face Blog1,145 days agoTutorialThis technical guide from Hugging Face provides a detailed walkthrough of how to efficiently train language models by combining TensorFlow, the Hugging Face…