最新開放模型動態 (#21)：開放模型大爆發！Gemma 4、DeepSeek V4、Kimi K2.6、MiMo 2.5、GLM-5.1 等，以及 CAISI V4 評估分析★ 85
Interconnects (Nathan L.)28 days agoCommentaryThis is Issue #21 of the "Open Artifacts" column by well-known AI commentator Nathan Lambert, exploring the explosive growth in the open-weights and…
IBM 發布 Granite Embedding Multilingual R2：具備 32K 上下文與 Apache 2.0 授權，100M 參數以下最強多語言嵌入模型★ 75
Hugging Face Blog30 days agoReleaseIBM has officially released a new multilingual embedding model on the Hugging Face platform called "Granite Embedding Multilingual R2." The model's most…
探討開源模型生態系的複利效應：中國「開源優先」與高參與度 AI 生態的啟示★ 75
Interconnects (Nathan L.)33 days agoOpinionThis article delves into how the open-source AI model ecosystem achieves exponential growth through "compounding effects," using China's highly engaged…
蒸餾恐慌：為什麼將「知識蒸餾」稱為安全攻擊是極其糟糕的趨勢★ 75
Interconnects (Nathan L.)41 days agoOpinionIn the field of machine learning, "knowledge distillation" is a well-established technique that generally refers to using the output data generated by a…
AI 與網路安全的未來：為什麼「開放」至關重要★ 75
Hugging Face Blog54 days agoOpinionAs artificial intelligence (AI) technology undergoes explosive growth, cybersecurity has become a focal point of concern for governments and enterprises…
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.)59 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.)60 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.)64 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.)65 days agoOpinionIn this opinion piece published in Interconnects, prominent AI policy and technology critic Nathan Lambert delivers a sharp critique of the excessive panic…
Safetensors 正式加入 PyTorch 基金會，加速推動安全且高效的模型權重標準★ 75
Hugging Face Blog67 days agoBusinessHugging Face has officially announced that its popular open-source model weight storage format, Safetensors, has joined the PyTorch Foundation. This is an…
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.)71 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 Blog73 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…
TII 推出全新 Falcon Perception 多模態感知模型★ 75
Hugging Face Blog74 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…
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.)76 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…
Hugging Face 開源生態報告：2026 春季版★ 85
Hugging Face Blog88 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…
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.)90 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…
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 Blog97 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…
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.)100 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…
AI2 推出 OLMo Hybrid：探索未來 LLM 混合架構與開源後訓練技術前沿★ 78
Interconnects (Nathan L.)100 days agoCommentaryAs large language models (LLMs) continue to evolve, the traditional pure-Transformer architecture faces physical bottlenecks in computational efficiency and…
Hugging Face 推出 Modular Diffusers：為擴散模型管線打造的可組合模組化積木★ 78
Hugging Face Blog101 days agoReleaseThe Hugging Face official blog has announced the launch of "Modular Diffusers" — a major architectural overhaul of its widely popular `diffusers` library. In…
GGML 與 llama.cpp 正式加入 Hugging Face，攜手保障本地端 AI 的長期發展★ 95
Hugging Face Blog114 days agoBusinessA historic milestone has arrived in the open-source AI world: GGML and llama.cpp — the open-source projects founded by Georgi Gerganov that laid the…
免費訓練 AI 模型！Hugging Face 聯手 Unsloth 推出 Hugging Face Jobs 免費微調服務★ 85
Hugging Face Blog114 days agoNew ToolHugging Face's official blog has announced exciting news for the open-source AI community: Hugging Face has formed a deep partnership with Unsloth — the…
開源模型陷入「永久追趕」：開源與閉源的差距、蒸餾、創新週期與開源的勝算★ 80
Interconnects (Nathan L.)116 days agoOpinionThis article by Nathan Lambert takes a deep dive into the tangled competitive dynamics between open-source and closed-source AI models. Lambert argues that…
Hugging Face 推出 Community Evals：別再盲信黑箱排行榜，讓社群來決定模型好壞！★ 85
Hugging Face Blog130 days agoReleaseIn today's era of rapid AI advancement, major model vendors and research institutions are releasing all manner of "leaderboards" to claim their models surpass…
全球開源 AI 生態系的未來：從 DeepSeek 時刻到 AI+ 的演進★ 78
Hugging Face Blog131 days agoCommentaryThis blog post from Hugging Face, written in February 2026 — marking the one-year anniversary of the "DeepSeek Moment" (when DeepSeek-R1 and V3 shook the…
Vercel 正式推出開源軟體（OSS）漏洞賞金計畫
Vercel Changelog131 days agoReleaseVercel officially announced the launch of the "Vercel OSS Bug Bounty Program." The core purpose of this program is to improve the security of Vercel's many…
中國開源 AI 生態系的架構抉擇：超越 DeepSeek 的下一步★ 85
Hugging Face Blog138 days agoCommentaryThis blog post from Hugging Face reviews the full year of technical evolution since the "DeepSeek Moment" at the start of 2025 — the release of DeepSeek-V3 and…
釋放 GPT 開源模型的 Agentic RL 訓練潛力：LinkedIn 實務回顧與反思★ 75
Hugging Face Blog138 days agoCommentaryThis article, published on the Hugging Face blog and authored by the LinkedIn team, is a practical retrospective whose core subject is how to unlock "Agentic…
「DeepSeek 時刻」一週年：開源 AI 的典範轉移與變革回顧★ 85
Hugging Face Blog145 days agoCommentaryThe DeepSeek-V3 and R1 models released in January 2025 have been hailed as the "DeepSeek Moment" in the AI world. This upheaval not only shattered the myth…
Microsoft 推出 Differential Transformer V2：大幅提升差分注意力機制效率與長文本效能★ 80
Hugging Face Blog145 days agoReleaseMicrosoft's research team has officially published **Differential Transformer V2 (Diff-Transformer V2)** on Hugging Face. **Core Technical Background: What Is…