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🔥AI 技术新趋势 · HuggingFace + GitHub Trending

跟踪全网热度上升最快的开源模型(HuggingFace Trending Score) 与星星增长最快的 GitHub 仓库(Daily / Weekly / Monthly) — 早期技术热点信号

HuggingFaceGitHub无鉴权HF 6h · GH 4h 刷新

📊 趋势速览

🔥 HF Trending #1
laya
convaiinnovations
score 2705
✨ HF Newest #1
deit-matching
changjun10
2026-09-28
📈 GH Trending Today #1
paperclip
paperclipai/paperclip
+2.4K ★
🚀 GH Trending This Month #1
security-audit-skill
cloudflare/security-audit-skill
+19.4K ★
🏆 GH All-Time Stars #1
build-your-own-x
codecrafters-io/build-your-own-x
550.0K ★

📌 字段说明:Trending Score是 HF 官方计算的热度指标,综合下载量增速、点赞数、最近活跃度, Top 1 通常是新发布即爆款的模型(如 google/diffusiongemma-26B-A4B-it score 852)。Newest按 createdAt 倒序,看 HF 上每天新冒出来的模型。

📋 HF Trending Top 30(热度上升最快)
#模型作者任务Trending累计下载Likes最近更新
1convaiinnovations/layaconvaiinnovationstext-classification270504.1K2026-09-24
2abenzerps/Qwen-Image-2.1-Uncensored-GGUFabenzerpstext-to-image1691964.2K2.1K2026-09-27
3Qwen/Qwen-Image-2.1Qwentext-to-image140552.8K2.5K2026-09-21
4Edge0/Audio8-ASR-InfiniteEdge0automatic-speech-recognition104519.4K1.2K2026-09-24
5XingChen-AGI/Xing4.0-29B-A4BXingChen-AGItext-generation84245.0K1.8K2026-09-18
6Altworld/Hemmingway-1Altworldtext-generation5995.9K7442026-09-23
7prism-ml/Ternary-Bonsai-2-27B-ggufprism-mltext-generation5913.34M2.2K2026-09-26
8XiaomiMiMo/MiMo-V2.6-Pro-RLXiaomiMiMotext-generation54875.1K5612026-09-22
9XingChen-AGI/TeleOCRXingChen-AGIimage-text-to-text51727.8K6182026-09-22
10XiaomiMiMo/MiMo-V2.6-Distill-Qwen-9BXiaomiMiMoimage-text-to-text5148.8K5252026-09-22
11XiaomiMiMo/MiMo-V2.6-Flash-RLXiaomiMiMotext-generation48825.7K4932026-09-22
12TaichuAI/ZDTaichu5.0-9BTaichuAIimage-text-to-text47611.6K1.7K2026-09-20
13Comfy-Org/Qwen-Image-2.1Comfy-Org4503.99M8122026-09-23
14Contrastive-LM/CLM-v0.1-8BContrastive-LMtext-ranking4117664162026-09-25
15Qwen/Qwen3.8-27BQwenimage-text-to-text4086.73M16.4K2026-08-14
16nvidia/Nemotron-3-Diarizationnvidiavoice-activity-detection40022.5K4122026-09-24
17Lightricks/LTX-2.5Lightricksimage-to-video3531.60M5.3K2026-09-01
18Viggle/Qwen-Image-2.1-viggle-turboViggletext-to-image337133.2K3472026-09-25
19inclusionAI/Ming-Image-0.1-DesigninclusionAItext-to-image30003052026-09-23
20pottokao/Qwen-Image-2.1-Text-Encoder-Heretic-GGUFpottokao279145.2K3022026-09-24
21AlexWortega/openjevAlexWortegatext-classification27306142026-09-28
22yandex/AliceAI-Foundation-80B-A3B-Baseyandextext-generation2703.5K3492026-09-22
23akhilaaa3/Jev-Omniakhilaaa3text-classification2672482742026-09-26
24unsloth/Qwen-Image-2.1-GGUFunslothtext-to-image263194.3K2722026-09-23
25ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUFISTA-DASLabimage-text-to-text2611.61M1.8K2026-09-02
26netease-youdao/Confucius4-R2T2netease-youdaoautomatic-speech-recognition2488.2K4382026-09-17
27deepseek-ai/DeepSeek-V4.1-Flashdeepseek-aiimage-text-to-text245651.1K3.8K2026-09-10
28apple/LensVLM-9Bappleimage-text-to-text2441.7K2472026-09-23
29convaiinnovations/laya-multilingualconvaiinnovationstext-classification21303062026-09-24
30fastino/GLiNER2.5-Decidefastinotoken-classification20819.8K2092026-09-28

数据来源:huggingface.co/api/models?sort=trendingScore&full=true · 每 6h 刷新

📋 HF Newest Top 30(近 7 天新发布)
#模型作者任务累计下载发布日期
1changjun10/deit-matchingchangjun1002026-09-28
2Jeffrey0216/sms-spam-distilbertJeffrey021602026-09-28
3dhuruvm4/obscuro-erebus-32bdhuruvm402026-09-28
4Jeffrey0216/spam_modelJeffrey0216text-classification02026-09-28
5Dongkkka/task000004-peanut-pi0fast-061-official-abs-bs4-s18000Dongkkka02026-09-28
6adafaaw/MyAwesomeModel-TestRepoadafaawfeature-extraction02026-09-28
7rafaelcj1986/dino-generation-exprafaelcj198602026-09-28
8Jongbin-kr/exaone-7b-verireason-reproduced-1513-vanilla-grpo-epoch5Jongbin-kr02026-09-28
9tanzim-hasan/banglablocker-basetanzim-hasantext-classification02026-09-28
10Hagyhvvdhh/ahmedHagyhvvdhh02026-09-28
11vadimyakob/chrono-2022-tuning-18vadimyakob02026-09-28
12RunningHubAI/rh-minimax-h3-turbo-v4-step600-ema-comfyui-b-loraRunningHubAI02026-09-28
13tooldev/MyAwesomeModel-TestRepotooldevfeature-extraction02026-09-28
14ak00008ak/aaaaaaak00008ak02026-09-28
15Cisco1963/llmplasticity-nl_en_instant_8-d0.01-c0.99-r0.8-s42Cisco196302026-09-28
16ACloudCenter/vibevoice-lora-jointACloudCenter02026-09-28
17bpratheesh/quantizationbpratheesh02026-09-28
18Arup330/Neck_closed_noCoT_Llama-11B_loraArup33002026-09-28
19adventists-ai/DuplexJev-4Badventists-ai02026-09-28
20bpratheesh/qntbpratheesh02026-09-28
21milansharma94/Resonamilansharma9402026-09-28
22christopheranderson/generation-run2-2024christopheranderson02026-09-28
23huyvanzzz/align_adapterhuyvanzzz02026-09-28
24mradermacher/Qwen3.8-27B-refusal-ablation-L46-a0.25-GGUFmradermacher02026-09-28
25mradermacher/WikiQwen-35B-A3B-GGUFmradermacher02026-09-28
26RishirajVishwakarma/25M2161-Week06-Compression40-Submission02RishirajVishwakarma02026-09-28
27AIOKiet/alternating_lora_nllb-iwslt2015AIOKiet02026-09-28
28HAYOSIDA/blip-retrieval-protoHAYOSIDA02026-09-28
29SorinJamie/MyAwesomeModel-TestRepoSorinJamiefeature-extraction02026-09-28
30Arup330/BrainFace_closed_withCoT_Lingshu-7B_loraArup33002026-09-28

数据来源:huggingface.co/api/models?sort=createdAt&full=true · 每 6h 刷新

💡 投资分析视角
  • · HF Trending Top 5:通常是近 1-2 周刚发布就爆款的开源模型,代表"技术热点" → 关注其背后厂商、训练范式、可能影响的算力需求侧
  • · GH Monthly +1 万 stars:可作为"开发者押注"的早期信号,可能预示 1-3 年后的商业化方向(如 AI Agent Skills 类的项目近 1 个月集中爆发)
  • · HF Newest + GH Trending 交叉:同一时间窗内,HF 上相关模型 + GH 上相关仓库同时升温的方向,是最强的新趋势信号

📌 局限: (1) HF Trending Score 算法未公开,可能受点赞数影响(不全是客观热度); (2) GitHub Trending 不分语言筛选,要看"AI 趋势"需配合关键词过滤; (3) 月榜/周榜数据有 1 天延迟(github.com 榜单更新频率); (4) 高 stars 仓库不等于商业化潜力 — 不少是个人项目或 PoC。

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