Hugging Face 推出 Assisted Generation：邁向低延遲文本生成的新方向★ 85
Hugging Face Blog1,135 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 Blog1,137 days agoReleaseHugging Face has announced the launch of StarChat Alpha, a conversational AI assistant designed specifically for programming. The model is based on StarCoder…
深入探討文字生成影片 (Text-to-Video) 模型：原理、開源現況與 Diffusers 實作
Hugging Face Blog1,138 days agoTutorialThis Hugging Face blog post takes an in-depth look at the development of text-to-video (T2V) technology and the principles behind it. In mid-2023, as…
StarCoder：開源程式碼生成 LLM 的全新里程碑★ 85
Hugging Face Blog1,142 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 Blog1,149 days agoTutorialThis technical guide from Hugging Face provides a detailed walkthrough of how to efficiently train language models by combining TensorFlow, the Hugging Face…
在免費版 Google Colab 上使用 🧨 diffusers 運行 DeepFloyd IF 模型
Hugging Face Blog1,150 days agoTutorial### Core Background and Challenges DeepFloyd IF is an advanced text-to-image model released by DeepFloyd, a research lab under Stability AI. Unlike the…
Databricks 與 Hugging Face 深度合作：大型語言模型（LLM）訓練與微調速度提升高達 40%★ 70
Hugging Face Blog1,150 days agoBusinessThis case study introduces a deep technical collaboration between Databricks and Hugging Face, aimed at addressing the efficiency and cost challenges…
Hugging Face 推出中文官方部落格：促進與中文 AI 社群的交流與合作
Hugging Face Blog1,152 days agoReleaseHugging Face, the world's largest open-source AI platform and community, has officially announced the launch of an official Chinese Language Blog designed…
如何在 Hugging Face Spaces 中託管 Unity 遊戲
Hugging Face Blog1,155 days agoTutorialThis tutorial from the official Hugging Face blog details how to host a Unity game on the Hugging Face Spaces platform. As AI applications in game development…
Replicate 發布 2023 年 4 月開源語言模型彙整：Vicuna、Dolly v2 與 StableLM 齊聚
Replicate Blog1,155 days agoReleaseThe spring of 2023 was a golden era for open-source large language model (LLM) development. In April 2023, Replicate — the well-known AI model hosting platform…
AutoCog — 運用 GPT-4 自動生成 Cog 機器學習模型打包設定
Replicate Blog1,157 days agoNew ToolIn the machine learning field, deploying research-stage models to production environments — such as packaging them into Docker containers or deploying them to…
使用 AWS Inferentia2 加速 Hugging Face Transformers 模型推理★ 70
Hugging Face Blog1,159 days agoReleaseThis article explains how to accelerate the deployment and inference of Hugging Face Transformers models using AWS Inferentia2 (Inf2 instances) — AWS's…
使用 Transformer 進行圖形分類 (Graph Classification with Transformers)
Hugging Face Blog1,162 days agoTutorialThis technical blog post from Hugging Face explores in depth how to apply the Transformer architecture — traditionally used in natural language processing…
使用 Substra 打造保護隱私的 AI 模型：Owkin 與 Hugging Face 的聯手實踐
Hugging Face Blog1,164 days agoNew ToolAs artificial intelligence advances rapidly, data privacy and regulatory compliance (such as GDPR) have become one of the greatest challenges for enterprises…
Snorkel AI 攜手 Hugging Face：為企業解鎖基礎模型的力量
Hugging Face Blog1,170 days agoBusinessWith the explosion of foundation models and large language models (LLMs), enterprises are eager to incorporate these powerful technologies into real-world…
StackLLaMA：使用 RLHF 微調 LLaMA 模型的實戰指南★ 80
Hugging Face Blog1,171 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…
Hugging Face 倫理與社會簡報 #3：探討開源 AI 的「倫理開放性」平衡術
Hugging Face Blog1,177 days agoOpinionHugging Face published its third Ethics and Society Newsletter, centered on the theme of "Ethical Openness." As generative AI advances rapidly, the open-source…
在 Habana Gaudi2 加速器上實現大型語言模型快速推理：以 BLOOMZ 為例
Hugging Face Blog1,179 days agoTutorialThis article presents the results of a collaboration between Hugging Face and the Intel Habana team, focusing on how to leverage Intel's Habana Gaudi2 deep…
在 Intel CPU 上加速 Stable Diffusion 推論
Hugging Face Blog1,179 days agoTutorialThis technical blog post from Hugging Face provides a detailed guide on optimizing and accelerating Stable Diffusion model inference on Intel CPUs…
使用 Hugging Face 與 Flower 進行聯邦學習（Federated Learning）★ 70
Hugging Face Blog1,180 days agoTutorialAs privacy awareness grows and regulatory requirements tighten, training machine learning models without centralizing sensitive data has become a critical…
使用 diffusers 訓練你自己的 ControlNet 模型★ 75
Hugging Face Blog1,183 days agoTutorialControlNet is a revolutionary technique that allows users to provide additional spatial conditioning — such as Canny edges, human pose skeletons, and depth…
Hugging Face 推出 Jupyter Notebooks Hub：一鍵在 Colab 等平台運行開源 AI 專案★ 75
Hugging Face Blog1,184 days agoReleaseHugging Face, the world's largest open-source AI community and model hub, has officially launched a new "Notebooks" section (the Notebooks Hub), designed to…
如何使用 Alpaca-LoRA 微調出類似 ChatGPT 的專屬模型★ 72
Replicate Blog1,184 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…
LLaMA 週報第三週：開源 AI 生態系的狂飆起點
Replicate Blog1,189 days agoCommentaryWithin just three weeks of Meta releasing the LLaMA (Large Language Model Meta AI) model, the open-source community demonstrated an astonishing pace of…
在自己的電腦上訓練與運行 Stanford Alpaca 模型
Replicate Blog1,191 days agoTutorialIn March 2023, Stanford University released the Alpaca model — a fine-tuned version of Meta's LLaMA-7B model trained on 52,000 instruction-following examples…
使用 Informer 進行多變量機率時間序列預測
Hugging Face Blog1,197 days agoTutorialTime series forecasting is critically important in domains such as energy consumption, traffic flow, and financial markets. However, traditional Transformer…
在 24GB 消費級 GPU 上使用 RLHF 微調 20B 大型語言模型★ 85
Hugging Face Blog1,198 days agoReleaseThis technical blog post from Hugging Face introduces how to combine TRL (Transformer Reinforcement Learning) and PEFT (Parameter-Efficient Fine-Tuning)…
Kakao Brain 於 Hugging Face 釋出全新 ViT 與 ALIGN 開源模型
Hugging Face Blog1,201 days agoReleaseKakao Brain, the AI research arm of South Korean tech giant Kakao, has officially released newly trained ViT (Vision Transformer) and ALIGN (A Large-scale…
使用機器學習爭分奪秒救援災民：Hugging Face 探討 AI 在災害應變中的關鍵角色
Hugging Face Blog1,204 days agoCommentaryThis blog post from Hugging Face explores how machine learning (ML) can assist rescue workers in a race against time to save lives during natural disasters…
ControlNet 正式加入 🧨 Diffusers：為 Stable Diffusion 帶來精準的圖像生成控制★ 85
Hugging Face Blog1,204 days agoReleaseThe official Hugging Face blog has announced that ControlNet, the revolutionary image generation control architecture, has been officially integrated into the…