Hugging Face 音訊資料集完整指南：從載入、預處理到串流處理★ 70
Hugging Face Blog1,282 days agoTutorialWith the rapid growth of voice AI (such as Whisper), efficiently handling audio datasets has become critically important. This guide from the official Hugging…
訓練與推論速度大對決：Habana Gaudi®2 效能超越 Nvidia A100 80GB
Hugging Face Blog1,283 days agoCommentaryAs large language models (LLMs) and generative AI exploded in popularity, demand for computing power surged dramatically, leaving Nvidia GPUs (such as the…
Hugging Face 走入 Elixir 社群：從 GPT-2 到 Stable Diffusion 的 Bumblebee 專案正式發表★ 70
Hugging Face Blog1,288 days agoReleaseIn December 2022, Elixir language creator José Valim and Hugging Face jointly announced a transformative project for the Elixir community: Bumblebee. The…
圖解人類回饋強化學習 (RLHF)：ChatGPT 背後的關鍵對齊技術★ 85
Hugging Face Blog1,288 days agoTutorialThe release of ChatGPT in late 2022 triggered an explosion in generative AI, and the most critical technology behind it is Reinforcement Learning from Human…
使用深度學習進行蛋白質分析：Hugging Face 實戰指南★ 75
Hugging Face Blog1,295 days agoTutorial### The Rise of Protein Deep Learning Following the success of AlphaFold 2, artificial intelligence has achieved a revolutionary breakthrough in structural…
使用 🤗 Transformers 進行機率性時間序列預測
Hugging Face Blog1,296 days agoTutorialThis Hugging Face blog article introduces how to use the `TimeSeriesTransformer` in the `transformers` library for "Probabilistic Time Series Forecasting."…
在 Apple Silicon 上使用 Core ML 執行 Stable Diffusion★ 75
Hugging Face Blog1,296 days agoReleaseIn late 2022, Apple and Hugging Face jointly announced that Stable Diffusion had officially gained support for Apple Silicon's Core ML framework. This update…
VQ-Diffusion：基於離散擴散模型的文本到圖像生成技術
Hugging Face Blog1,297 days agoReleaseIn late 2022, while continuous-space diffusion models represented by Stable Diffusion were stealing the spotlight, diffusion models operating in discrete space…
Hugging Face 宣布招募 2023 年度實習生！
Hugging Face Blog1,298 days agoBusinessThe well-known open-source artificial intelligence platform Hugging Face announced on its official blog the launch of its 2023 internship recruitment program…
Hugging Face 舉辦「擴散模型直播活動」：探索 AI 圖像生成的幕後技術
Hugging Face Blog1,302 days agoTutorialThis blog post is an event announcement published by Hugging Face in November 2022, announcing the "Diffusion Models Live Event." In the second half of 2022…
加速 Document AI：Hugging Face 提升多模態文件理解模型的推論效率★ 70
Hugging Face Blog1,306 days agoTutorial"Document AI" is a key driver of enterprise digital transformation in recent years, aimed at automating the processing of unstructured documents such as…
Hugging Face 推理解決方案全景指南：從免費 API 到企業級部署★ 75
Hugging Face Blog1,306 days agoTutorialAs the world's largest open-source AI model hub, Hugging Face not only provides model hosting but has also built a complete inference ecosystem. This article…
Hugging Face 與 arXiv 合作：在學術論文頁面直接運行機器學習 Demo★ 75
Hugging Face Blog1,310 days agoNew ToolHugging Face has announced a deep partnership with arXiv — the world's largest open academic paper platform — officially integrating Hugging Face Spaces…
使用同態加密對加密數據進行情緒分析
Hugging Face Blog1,310 days agoTutorialAs privacy awareness grows and regulations tighten, performing inference with cloud AI models while protecting user privacy has become a significant challenge…
在 Transformers 中使用對比搜索（Contrastive Search）生成達到人類水準的文本 🤗★ 70
Hugging Face Blog1,319 days agoReleaseIn the field of natural language generation (NLG), enabling language models to produce coherent and natural long-form text has long been a major challenge…
Hugging Face 推出全新定價方案：PRO 訂閱與按需計費機制
Hugging Face Blog1,319 days agoReleaseHugging Face officially announced a new platform pricing structure, designed to provide more flexible and affordable options for community members…
使用 🤗 Transformers 微調 Whisper 進行多語言語音辨識 (ASR)★ 80
Hugging Face Blog1,324 days agoTutorialOpenAI's Whisper is a powerful automatic speech recognition (ASR) model. While its zero-shot capabilities are impressive, there remains significant room for…
使用 🤗 Optimum Intel 與 OpenVINO 加速你的 Hugging Face 模型
Hugging Face Blog1,325 days agoNew ToolAs Transformer models become increasingly prevalent in natural language processing (NLP) and computer vision (CV), efficiently deploying these large models in…
使用 🤗 Evaluate 評估大型語言模型的偏見
Hugging Face Blog1,334 days agoTutorialAs large language models (LLMs) become widely used across various domains, the issues of bias and toxicity in model outputs have received increasing attention…
從 PyTorch DDP 到 Accelerate 再到 Trainer：輕鬆掌握分散式訓練★ 75
Hugging Face Blog1,337 days agoTutorialThis classic technical blog post from Hugging Face systematically guides developers in understanding and mastering distributed training techniques within the…
MTEB：海量文字嵌入基準測試（Massive Text Embedding Benchmark）正式推出★ 85
Hugging Face Blog1,339 days agoReleaseIn the field of natural language processing (NLP), text embeddings — the technique of converting text into real-valued vectors — are a foundational technology…
Hugging Face Inference Endpoints 入門指南：輕鬆部署生產級 AI 模型★ 75
Hugging Face Blog1,344 days agoTutorialHugging Face Inference Endpoints is a fully managed service designed for developers and enterprises, built to solve the pain points of deploying machine…
🧨 Stable Diffusion 登陸 JAX / Flax！實現超高速 TPU 與 GPU 圖像生成
Hugging Face Blog1,345 days agoReleaseHugging Face officially announced support for Stable Diffusion models using the JAX and Flax frameworks in its renowned `diffusers` library. This update is a…
優化故事：BLOOM 超大模型推理優化實踐
Hugging Face Blog1,346 days agoTutorialThis technical blog post from Hugging Face documents in detail the practical process of optimizing inference for BLOOM, the open-source multilingual large…
Hugging Face 推出 DOI：為模型與資料集提供數位物件識別碼
Hugging Face Blog1,351 days agoReleaseHugging Face officially announced the introduction of a DOI (Digital Object Identifier) mechanism for models and datasets hosted on the Hugging Face Hub. This…
Stability AI 發布 Japanese Stable Diffusion：專為日語優化的文字生成圖像模型
Hugging Face Blog1,353 days agoReleaseIn October 2022, Stability AI officially released "Japanese Stable Diffusion," a model specifically designed for the Japanese market and culture, hosted on the…
超大型語言模型及其評估方法：Hugging Face 推出 Hub 上的零樣本評估★ 75
Hugging Face Blog1,355 days agoNew ToolIn late 2022, as massive language models like BLOOM and OPT emerged one after another, the AI community faced a core pain point: how to effectively and…
Hugging Face 揭秘：🤗 Accelerate 如何藉助 PyTorch 運行超大型模型★ 80
Hugging Face Blog1,361 days agoTutorialAs the parameter counts of large language models (LLMs) grow exponentially, how to load and run these models on limited hardware has become a major pain point…
SetFit：無需 Prompt 的高效少樣本文字分類技術★ 78
Hugging Face Blog1,362 days agoReleaseSetFit (Sentence Transformer Fine-Tuning) is an efficient few-shot learning framework jointly developed by Hugging Face, Intel Labs, and UKP Lab. It is…
Hugging Face 發表首期《倫理與社會電子報》：推動負責任的開源 AI 開發
Hugging Face Blog1,366 days agoCommentaryHugging Face, the leading organization in the global open-source AI community, officially launched the first issue of its Ethics and Society Newsletter. The…