解讀當前開源與閉源 AI 模型的性能差距：超越單一評估指標的迷思★ 75
Interconnects (Nathan L.)99 days agoOpinionIn today's AI landscape, the performance gap between open-weights models (such as Meta's Llama family) and closed-source models (such as OpenAI's GPT and…
Import AI 454：自動化對齊研究、中國 AI 模型安全評估與全新 4 位元浮點格式 HiFloat4★ 75
Import AI (Jack Clark)99 days agoCommentaryIn this issue of Import AI 454, written by Jack Clark, the author begins by posing a thought-provoking question about finance and sociology: "At what point…
Hugging Face 推出 transformers-to-mlx：讓 Apple Silicon 運行 AI 模型更簡單的重大整合★ 80
Hugging Face Blog103 days agoReleaseThis article from the official Hugging Face blog, titled "The PR you would have opened yourself," focuses on the introduction of a brand-new technical…
使用 Sentence Transformers 訓練與微調多模態嵌入與 Reranker 模型★ 80
Hugging Face Blog103 days agoTutorialAs multimodal AI has become widespread, integrating data from different modalities — text, images, and more — into a single vector space and performing…
預測 2026 年年中：我對開源 AI 模型的幾點賭注與開閉源差距分析★ 75
Interconnects (Nathan L.)104 days agoOpinionIn this forward-looking article on the state of AI in mid-2026, Interconnects founder Nathan Lambert takes a deep dive into the dynamic gap between open-weight…
Nathan Lambert 的最新進展：ATOM Report、Post-Training 課程、新書與持續進行的 AI 研究★ 70
Interconnects (Nathan L.)105 days agoReleaseNathan Lambert, a prominent AI expert, former Alignment Scientist at Hugging Face, and founder of the popular newsletter Interconnects, recently wrote about…
【Nathan Lambert 觀點】建立「開源模型聯盟」的必然需求與挑戰★ 75
Interconnects (Nathan L.)108 days agoOpinionIn this article published in Interconnects, veteran AI expert Nathan Lambert explores the structural crisis facing the open-source AI ecosystem and proposes a…
Claude 神話與對開源權重模型無謂的恐慌★ 75
Interconnects (Nathan L.)110 days agoOpinionIn this opinion piece published in Interconnects, prominent AI policy and technology critic Nathan Lambert delivers a sharp critique of the excessive panic…
Waypoint-1.5：讓家用 GPU 也能運行高保真度互動式虛擬世界★ 75
Hugging Face Blog110 days agoReleaseAs artificial intelligence advances toward Embodied AI and real-world physical interaction, high-fidelity 3D simulation environments have long been an…
Sentence Transformers 推出多模態嵌入與重排（Reranker）模型支援★ 78
Hugging Face Blog110 days agoReleaseThe popular open-source library `sentence-transformers` from Hugging Face has received a major update, officially introducing native support for Multimodal…
Gemma 4 與開源模型成功的關鍵：為什麼基準測試分數不再是唯一指標★ 75
Interconnects (Nathan L.)116 days agoCommentaryThis article takes a deep dive into the release of Google's latest open-source model Gemma 4, using it as an opportunity to re-examine the core factors that…
Gemma 4：同等參數規模下最強大的開源模型，專為進階推理與 Agent 工作流打造★ 85
Google DeepMind Blog117 days agoReleaseGoogle DeepMind has today officially released its latest generation of open-source model series — Gemma 4. The company positions it as "the smartest and most…
Google 發表 Gemma 4：專為裝置端設計的前沿多模態開放模型★ 85
Hugging Face Blog117 days agoReleaseGoogle and Hugging Face have jointly announced a new generation of open-weight models — "Gemma 4." This model represents a major breakthrough in on-device AI…
TII 推出全新 Falcon Perception 多模態感知模型★ 75
Hugging Face Blog118 days agoReleaseThe Technology Innovation Institute (TII) of the UAE has officially announced the launch of its new "Falcon Perception" model on the Hugging Face blog. As an…
IBM 推出 Granite 4.0 3B Vision：專為企業文件設計的輕量級多模態 AI 模型★ 75
Hugging Face Blog119 days agoReleaseIBM has officially launched its new lightweight multimodal model on Hugging Face — the Granite 4.0 3B Vision. With 3 billion (3B) parameters, this model is…
僅需 165 美元！OpenMed 跨 25 個物種訓練 mRNA 語言模型★ 75
Hugging Face Blog119 days agoReleaseThis article, published on the Hugging Face blog, introduces a breakthrough from the OpenMed team: they successfully trained an mRNA language model spanning 25…
Hugging Face 發表 TRL v1.0：專為後訓練（Post-Training）打造的開源庫，邁向 API 穩定與高效對齊新里程碑★ 85
Hugging Face Blog119 days agoReleaseHugging Face has officially announced the release of TRL (Transformer Reinforcement Learning) v1.0. This is a major milestone, marking TRL's transformation…
開源 AI 資源週報 (#20)：全新組織與模型類型登場！涵蓋 Nemotron Super、Sarvam、Cohere Transcribe 等最新進展
Interconnects (Nathan L.)120 days agoReleaseProminent AI scholar and commentator Nathan Lambert, in his latest edition of Latest Open Artifacts (#20), has compiled the major recent developments in the…
解放你的 OpenClaw：用開源模型打造自主 CLI 開發 Agent★ 75
Hugging Face Blog123 days agoTutorialWith the launch of agent-oriented CLI coding tools like Claude Code from Anthropic, developer demand for "collaborating with AI directly inside the terminal"…
EVA：ServiceNow AI 推出全新語音 Agent 評估框架★ 75
Hugging Face Blog126 days agoReleaseWith the proliferation of GPT-4o, Gemini Live, and various end-to-end voice models, Voice Agents have become an important frontier in AI applications. However…
一天內構建專屬領域的 Embedding 模型：Hugging Face 與 NVIDIA 實戰指南★ 80
Hugging Face Blog130 days agoTutorialWhen building Retrieval-Augmented Generation (RAG) systems, general-purpose embedding models (such as those from OpenAI or common open-source alternatives)…
Hugging Face 開源生態報告：2026 春季版★ 85
Hugging Face Blog133 days agoCommentaryHugging Face has published its Spring 2026 "State of Open Source AI" report, offering a comprehensive review of the explosive growth and paradigm shifts that…
Holotron-12B：高吞吐量電腦操作（Computer Use）AI 代理模型發布★ 75
Hugging Face Blog133 days agoReleaseHcompany has officially released a new model on Hugging Face called **Holotron-12B**, positioned as a "High Throughput Computer Use Agent." Although only the…
開源模型的下一階段：工業化時代下的市場、能力與生態應對★ 80
Interconnects (Nathan L.)134 days agoOpinionThis article, from Nathan Lambert's well-known AI newsletter Interconnects, offers a deep examination of the critical turning point that open-source language…
ImportAI 449：LLM 訓練 LLM、72B 分散式訓練、為什麼電腦視覺比文本生成更難？以及 AI 是否會引發政治過渡期？★ 75
Import AI (Jack Clark)134 days agoCommentaryThis issue of Import AI (No. 449) dives deep into several core frontier topics in the current AI landscape, spanning technical breakthroughs and broad…
讓 Token 持續流動：來自 16 個開源強化學習（RL）函式庫的啟示★ 85
Hugging Face Blog140 days agoCommentaryWith the success of reasoning models such as DeepSeek-R1, reinforcement learning (RL/RLHF) has become a critical technique for improving the alignment and…
Hugging Face Hub 推出全新「Storage Buckets」儲存桶功能★ 80
Hugging Face Blog140 days agoReleaseThe official Hugging Face blog has announced the launch of "Storage Buckets" on the Hugging Face Hub. This is a cloud object storage service designed…
Hugging Face 發布 LeRobot v0.5.0：全面擴展開源機器人學習的各個維度★ 80
Hugging Face Blog141 days agoReleaseHugging Face has officially released version 0.5.0 of its open-source robot learning library, LeRobot, under the theme "Scaling Every Dimension." Since its…
Ulysses 序列平行化：實現百萬 Token 超長上下文的模型訓練技術解析★ 78
Hugging Face Blog141 days agoTutorialAs large language models (LLMs) push the demand for long context toward the million-token scale, the VRAM of a single GPU can no longer accommodate the…
Dean Ball 談開源模型與政府控制：Anthropic 訴戰爭部案如何影響開源 AI 的未來★ 75
Interconnects (Nathan L.)144 days agoCommentaryIn this column published in Interconnects, author Nathan Lambert cites the latest observations from policy expert Dean Ball on the high-profile "Anthropic v…