Replicate Intelligence #4：探索 GPT 模型中的概念、瀏覽器即時語音轉文字與 H100 GPU 即將上線
Replicate Blog731 days agoReleaseReplicate has published its technical newsletter, Replicate Intelligence #4, summarizing recent major developments in the AI field as well as the latest…
Hugging Face 推出 Open Medical-LLM 排行榜：標準化評估醫療保健領域的大型語言模型★ 75
Hugging Face Blog787 days agoReleaseHugging Face has announced the official launch of the "Open Medical-LLM Leaderboard" in collaboration with researchers from Open Life Science AI and the…
推出 LiveCodeBench 排行榜：全面且無污染的程式碼大語言模型評估★ 75
Hugging Face Blog790 days agoReleaseAs code large language models (Code LLMs) develop rapidly, fairly and accurately evaluating their capabilities has become a major challenge. Traditional…
Hugging Face 推出 ConTextual 排行榜：評估多模態模型在富含文本場景中的圖文聯合推理能力★ 75
Hugging Face Blog832 days agoReleaseHugging Face has announced the launch of a new multimodal benchmark and leaderboard called "ConTextual," aimed at addressing the shortcomings of existing…
Hugging Face 推出 Red-Teaming 抗性排行榜：評估 LLM 抵禦惡意越獄與對抗性攻擊的能力★ 75
Hugging Face Blog843 days agoRelease### Background: The Shortcomings of Static Safety Evaluations As large language models (LLMs) are widely adopted across industries, AI safety has become an…
Hugging Face 推出 NPHardEval 排行榜：透過計算複雜度與動態更新揭示大型語言模型的推理能力★ 75
Hugging Face Blog864 days agoReleaseHugging Face has announced the launch of the new **NPHardEval** leaderboard — a benchmark specifically designed to evaluate the reasoning capabilities of large…
Hugging Face 推出「企業情境排行榜」：專為真實世界應用設計的 LLM 評測基準★ 75
Hugging Face Blog866 days agoReleaseHugging Face has partnered with Patronus AI — a startup focused on LLM evaluation and defense — to officially launch the **Enterprise Scenarios Leaderboard**…
Hugging Face 推出「幻覺排行榜」，開源量化評估大型語言模型的幻覺率★ 75
Hugging Face Blog868 days agoReleaseWhile large language models (LLMs) have demonstrated remarkable generative capabilities across many domains, "hallucination" — where a model confidently…
Hugging Face 推出 AI Secure LLM 安全排行榜：基於 DecodingTrust 框架深度評估大模型信任度★ 75
Hugging Face Blog871 days agoRelease### Introduction: Capability Is Not Safety — A New Benchmark for LLM Safety Evaluation As large language models (LLMs) are adopted more deeply across…
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…
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…
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…
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…
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…