使用 🤗 Transformers 微調 W2V2-BERT 以進行低資源語音辨識 (ASR)★ 75
Hugging Face Blog878 days agoTutorialThis technical blog post from Hugging Face provides a detailed walkthrough of how to use the `transformers` library to fine-tune Meta's open-source W2V2-BERT…
使用 ONNX Runtime 與 Olive 加速 SD Turbo 和 SDXL Turbo 推論★ 75
Hugging Face Blog882 days agoTutorialSD Turbo and SDXL Turbo are single-step/few-step text-to-image models from Stability AI, with their core innovation being Adversarial Diffusion Distillation…
混合專家模型 (Mixture of Experts, MoE) 技術詳解★ 85
Hugging Face Blog917 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…
只要 4 步！使用 Latent Consistency LoRAs (LCM-LoRA) 加速 SDXL 圖像生成★ 85
Hugging Face Blog949 days agoReleaseThis Hugging Face blog post introduces **LCM-LoRA (Latent Consistency Models LoRAs)**, a revolutionary technique that enables Stable Diffusion XL (SDXL) to…
比較大語言模型性能：深入探討使用 LoRA 微調 RoBERTa、Llama 2 與 Mistral 進行災難推特分析★ 75
Hugging Face Blog951 days agoTutorialThis Hugging Face blog post takes an in-depth look at how to use LoRA (Low-Rank Adaptation) to fine-tune three models of different architectures and scales for…
只需一行程式碼，即可互動式探索與檢視 Hugging Face 數據集
Hugging Face Blog964 days agoNew ToolThis article introduces the integration between Hugging Face and the open-source data exploration tool Renumics Spotlight, aimed at addressing the pain point…
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…
使用 JAX 與 Cloud TPU v5e 加速 Stable Diffusion XL 推理★ 70
Hugging Face Blog986 days agoTutorialWith the widespread adoption of high-quality open-source image generation models like Stable Diffusion XL (SDXL), reducing inference latency and controlling…
使用 TRL 透過 DDPO 微調 Stable Diffusion 模型★ 75
Hugging Face Blog990 days agoReleaseHugging Face published a blog post introducing how to use the DDPO (Denoising Diffusion Policy Optimization) algorithm within the TRL (Transformer…
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…
Hugging Face 推出全新「物件偵測排行榜」(Object Detection Leaderboard)
Hugging Face Blog1,001 days agoNew ToolHugging Face has officially launched the "Object Detection Leaderboard," a brand-new evaluation platform designed for the computer vision field. With the rapid…
3D Gaussian Splatting 入門指南：開啟即時 3D 渲染的新紀元★ 85
Hugging Face Blog1,001 days agoTutorialThis technical blog post from Hugging Face takes an in-depth look at 3D Gaussian Splatting (3DGS), a revolutionary technology that has taken the worlds of 3D…
AudioLDM 2 速度優化指南：如何讓文字轉音訊與音樂生成快上加快 ⚡️★ 75
Hugging Face Blog1,020 days agoTutorialAudioLDM 2 is an advanced open-source text-to-audio and text-to-music generation model. However, under its default settings, the model's inference speed is…
畫筆化為文字：文字生成圖像 AI 的演進簡史
Replicate Blog1,028 days agoCommentaryOn the occasion of the first anniversary of Stable Diffusion and Replicate's launch of Stable Diffusion XL (SDXL) fine-tuning services, this article provides…
使用 🤗 Transformers 優化 Bark 語音生成模型★ 75
Hugging Face Blog1,041 days agoTutorialBark is an innovative text-to-audio model developed by the team at Suno. It can generate not only high-quality, multilingual speech, but also background music…
使用 Inference Endpoints 快速部署 MusicGen 音樂生成 API
Hugging Face Blog1,046 days agoTutorialThis article provides a detailed walkthrough of how to quickly deploy Meta's open-source MusicGen music generation model using Hugging Face Inference…
Huggy Lingo：利用機器學習改善 Hugging Face Hub 上的語言元數據 (Metadata)
Hugging Face Blog1,048 days agoReleaseHugging Face Hub, the world's largest open-source AI community platform, hosts hundreds of thousands of models, datasets, and demo applications (Spaces). For a…
邁向加密大語言模型：利用全同態加密（FHE）實現隱私保護推論★ 75
Hugging Face Blog1,048 days agoTutorialThis blog post, co-authored by Hugging Face and Zama — a cryptography company specializing in Fully Homomorphic Encryption (FHE) — explores how to address a…
Stable Diffusion XL 登陸 Mac：利用先進 Core ML 量化技術實現高效本地運行★ 72
Hugging Face Blog1,054 days agoReleaseSince the release of Stable Diffusion XL (SDXL), its exceptional image generation quality has attracted widespread attention. However, its massive 1.3 billion…
Hugging Face 案例研究：Writer 如何利用 Hugging Face 構建複雜的企業級生成式 AI 應用
Hugging Face Blog1,080 days agoBusinessThis case study takes an in-depth look at how Writer, an enterprise-grade generative AI platform, leverages the Hugging Face open-source ecosystem and…
在 Habana Gaudi2 上加速視覺語言模型：BridgeTower 實作指南
Hugging Face Blog1,082 days agoTutorialThis technical blog post from Hugging Face details how to accelerate the vision-language model (VLM) "BridgeTower" on Intel's Habana Gaudi2 deep learning…
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)…
微調 MMS Adapter 模型：為低資源語言打造專屬語音辨識 (ASR)★ 70
Hugging Face Blog1,092 days agoTutorialMeta's MMS (Massively Multilingual Speech) project, released in 2023, extends speech technology to over 1,000 languages, covering automatic speech recognition…
是的，Transformer 在時間序列預測上依然強大（結合 Autoformer）★ 70
Hugging Face Blog1,095 days agoReleaseIn recent years, the academic community has engaged in heated debate over whether Transformers are suitable for time series forecasting — particularly after…
歡迎 fastText 正式加入 Hugging Face Hub：更輕鬆地託管與部署輕量級文本分類與詞向量模型
Hugging Face Blog1,105 days agoReleaseHugging Face has announced a deep integration with fastText — the classic open-source natural language processing (NLP) library originally from Meta —…
使用 NNCF 與 🤗 Optimum 在 Intel CPU 上優化 Stable Diffusion
Hugging Face Blog1,117 days agoTutorialIn the current boom of generative AI, image generation models like Stable Diffusion have become widely popular thanks to their remarkable capabilities…
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…
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 Blog1,134 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…
在免費版 Google Colab 上使用 🧨 diffusers 運行 DeepFloyd IF 模型
Hugging Face Blog1,146 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…
Replicate 發布 2023 年 4 月開源語言模型彙整：Vicuna、Dolly v2 與 StableLM 齊聚
Replicate Blog1,151 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…