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…
AutoCog — 運用 GPT-4 自動生成 Cog 機器學習模型打包設定
Replicate Blog1,153 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 Blog1,155 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 Next.js 與 Vercel Edge Functions 打造 GPT-3 應用程式
Vercel Changelog1,229 days agoTutorialAt the height of the generative AI explosion in early 2023, developers building LLM (Large Language Model) applications faced two major pain points: OpenAI API…
在 Vercel 上部署 AI 驅動的應用程式
Vercel Changelog1,236 days agoTutorialWith the explosion of generative AI, developers deploying AI applications (such as chatbots and image generators) face two major challenges: Serverless…
什麼讓對話代理（Dialog Agent）變得實用？Hugging Face 深度解析★ 75
Hugging Face Blog1,238 days agoOpinionAmid the generative AI wave sparked by ChatGPT, Hugging Face published this in-depth article exploring how to transform "base language models" — which can only…
AI 遊戲開發實戰：在 5 天內製作一款農場遊戲（第一部分）★ 70
Hugging Face Blog1,260 days agoTutorialThis practical tutorial from Hugging Face kicks off a series documenting the challenge of building a game with AI assistance in 5 days. In the first…
Hugging Face 走入 Elixir 社群：從 GPT-2 到 Stable Diffusion 的 Bumblebee 專案正式發表★ 70
Hugging Face Blog1,284 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 Blog1,284 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…
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 Blog1,315 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…
如何使用 Megatron-LM 訓練大型語言模型：Hugging Face 實戰指南★ 72
Hugging Face Blog1,377 days agoTutorialAs language model scales continue to expand, the memory (VRAM) of a single GPU has long been unable to accommodate models with tens or hundreds of billions of…
從頭開始訓練 CodeParrot 🦜：Hugging Face 的程式碼生成模型實戰指南
Hugging Face Blog1,650 days agoTutorialThis classic Hugging Face blog post documents the birth of the "CodeParrot" project — an experiment in training a code generation model entirely from scratch…
大型語言模型：全新版本的摩爾定律？
Hugging Face Blog1,693 days agoOpinionIn late 2021, the AI field witnessed an unprecedented explosive growth in large language models (LLMs). From OpenAI's GPT-3 at 175 billion parameters to the…
利用預訓練語言模型權重「熱啟動」Encoder-Decoder 模型
Hugging Face Blog2,044 days agoTutorialIn the field of natural language processing (NLP), sequence-to-sequence (Seq2Seq) models — such as those used for translation or summarization — typically…