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 Blog842 days agoRelease### Background: The Shortcomings of Static Safety Evaluations As large language models (LLMs) are widely adopted across industries, AI safety has become an…
開源合成數據：如何幫你省錢、省時並減少碳排放★ 75
Hugging Face Blog849 days agoOpinionThis article takes an in-depth look at the critical role of "synthetic data" in the open-source ecosystem, and explains how it helps enterprises and developers…
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 Blog863 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 TGI (Text Generation Inference) 正式支援 AWS Inferentia2 晶片★ 75
Hugging Face Blog864 days agoReleaseHugging Face has partnered with AWS to officially bring its widely popular open-source LLM inference optimization framework, Text Generation Inference (TGI)…
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 Blog865 days agoReleaseHugging Face has partnered with Patronus AI — a startup focused on LLM evaluation and defense — to officially launch the **Enterprise Scenarios Leaderboard**…
使用開源 LLM 作為 LangChain Agent：Hugging Face 實作指南★ 80
Hugging Face Blog872 days agoTutorialThis official Hugging Face blog post provides a detailed guide on how to use open-source large language models (LLMs) as intelligent agents within LangChain…
使用 Unsloth 與 🤗 TRL 讓 LLM 微調速度提升 2 倍★ 80
Hugging Face Blog886 days agoReleaseHugging Face's official blog announced a partnership with the Unsloth team to integrate Unsloth's efficient fine-tuning technology directly into Hugging Face's…
2023 年：開源大語言模型（Open LLMs）爆發之年★ 75
Hugging Face Blog909 days agoCommentaryLooking back on 2023, the most notable trend in the AI landscape was the explosive growth of open-source large language models (Open LLMs). In this annual…
歡迎 Mixtral：Hugging Face 迎來頂尖的混合專家（MoE）開源模型★ 90
Hugging Face Blog916 days agoReleaseFrench AI startup Mistral AI officially released its highly anticipated open-source Mixture of Experts (MoE) model — Mixtral 8x7B. The model caused a sensation…
混合專家模型 (Mixture of Experts, MoE) 技術詳解★ 85
Hugging Face Blog916 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…
Optimum-NVIDIA：只需一行程式碼，即可解鎖極速 LLM 推理★ 80
Hugging Face Blog922 days agoReleaseHugging Face announced the launch of a new open-source library called "Optimum-NVIDIA," the result of a deep collaboration with NVIDIA, aimed at seamlessly…
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 Blog950 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…
如何使用 ChromaDB 與 Mistral 實現檢索增強生成 (RAG)
Replicate Blog971 days agoTutorialThis technical blog post from Replicate provides a detailed walkthrough of how to build a basic Retrieval-Augmented Generation (RAG) application from scratch…
如何使用 API 運行 Mistral 7B 開源語言模型
Replicate Blog982 days agoTutorialMistral 7B is a milestone open-source large language model (LLM) released by the Mistral AI team in the autumn of 2023. Despite having only 7 billion…