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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
embeddinggemma-2
google
score 1270
✨ HF Newest #1
Qwen3.8-27B-swift
glyd
2026-10-10
📈 GH Trending Today #1
rea
morluto/rea
+15.3K ★
🚀 GH Trending This Month #1
open-code-review
alibaba/open-code-review
+22.8K ★
🏆 GH All-Time Stars #1
build-your-own-x
codecrafters-io/build-your-own-x
552.2K ★

📌 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
1google/embeddinggemma-2googlefeature-extraction127029.2K1.3K2026-10-06
2Cloudflare/clefCloudflareimage-text-to-text104612.1K1.9K2026-10-07
3Aleph-Alpha/Kolibri-1Aleph-Alphatext-generation7728.5K8372026-10-03
4jialinyyzz/humanizerjialinyyzztext-generation68129.5K7282026-10-09
5abenzerps/Qwen-Image-2.1-Uncensored-GGUFabenzerpstext-to-image6532.01M3.7K2026-09-28
6Venastine-Research/Xing4.0-29B-A4B-GGUFVenastine-Researchtext-generation58838.7K6722026-09-29
7Lightricks/LTX-2.5Lightricksimage-to-video4721.69M7.0K2026-10-03
8Cloudflare/clef-flashCloudflareimage-text-to-text40719.0K7092026-10-07
9convaiinnovations/layaconvaiinnovationstext-classification33741.5K5.4K2026-10-04
10Qwen/Qwen3.8-27BQwenimage-text-to-text3366.78M17.3K2026-08-14
11canberkkkkkk/ema-lightningcanberkkkkkktext-to-speech28812.1K3152026-10-07
12Cactus-Compute/whistleCactus-Computeautomatic-speech-recognition2485.6K2552026-10-02
13ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUFISTA-DASLabimage-text-to-text2313.56M7422026-09-29
14LiquidAI/d1-3BLiquidAIimage-text-to-text2287.3K2302026-10-08
15Qwen/Qwen-Image-2.1-TurboQwentext-to-image22002202026-10-09
16Qwen/Qwen-Image-2.1Qwentext-to-image215122.3K3.1K2026-09-30
17unsloth/embeddinggemma-2-GGUFunslothfeature-extraction20741.6K2112026-10-07
18Phocinae/Phocinae-Largha-150M-v1Phocinaetext-classification186892112026-10-09
19Alissonerdx/BFS-Best-Face-SwapAlissonerdximage-to-image178245.3K1.3K2026-09-28
20Qwen/Qwen3.8-Flash-NextQwenimage-text-to-text1711.75M6.1K2026-08-27
21Infatoshi/GLM-5.3-UNCENSORED-EXL3-3.0bpwInfatoshitext-generation1632.3K3072026-10-01
22DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUFDavidAUimage-text-to-text1622.00M1.6K2026-09-25
23ConwayResearch/Underdog-Saluki-27B-1.0ConwayResearchtext-generation15915.3K1622026-10-08
24ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUFISTA-DASLabimage-text-to-text1551.49M2.1K2026-09-02
25orcarouter/OrcaSAQ-2-Cyber-27B-Uncensored-GGUForcaroutertext-generation15521.4K4842026-10-02
26prism-ml/Ternary-Bonsai-2-27B-ggufprism-mltext-generation1504.39M2.6K2026-09-26
27orcarouter/Qwen3.8-Flash-Next-Uncensored-GGUForcarouterimage-text-to-text148499.3K6982026-10-02
28deepseek-ai/DeepSeek-V4.1-Flashdeepseek-aiimage-text-to-text1461.32M4.3K2026-10-01
29SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUFSC117image-text-to-text144684.5K1662026-10-03
30microsoft/FrogNano-4B-2609microsoft1361.1K1382026-10-03

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
1glyd/Qwen3.8-27B-swiftglyd02026-10-10
2MohammadGholizadeh/deepseek-llm-7b-chat-owl_control-gen3-s42MohammadGholizadeh02026-10-10
3Cosmos-Data/cosmos-libero-n3-5to3-4kCosmos-Data02026-10-10
4Cosmos-Data/cosmos-libero-n3-5to3-4p5kCosmos-Data02026-10-10
55hadytru/so101_bench_LaWAM_full_fine_tune5hadytrurobotics02026-10-10
6cwaud/tournament-exp-s1-27840c46-dd63-4bfb-abd2-8b4ba556f84a-5Exp06f9d4489740a946cwaud02026-10-10
7Cosmos-Data/cosmos-libero-n3-5to3-3kCosmos-Data02026-10-10
8dougalldeepmind/2026-10-09-qwen36-0-da-tools-15-canary-octda-septbasedougalldeepmind02026-10-10
9cwaud/tournament-exp-s1-28c9f3bb-81f7-47b6-9468-4918b98904ed-5Exp7b22fecc74e8994fcwaud02026-10-10
10cwaud/tournament-exp-s1-cc4550ab-9567-49ab-81c8-e2b909716d2b-5Exp5fed1e534a19d2b4cwaud02026-10-10
11seomh/opsa-repro-qwen3-4b-nothink-dapo17k-step450seomh02026-10-10
12malinali-app/whisper-small-wolof-onnxmalinali-appautomatic-speech-recognition02026-10-10
13mradermacher/InnoSpark3.1-27B-1008-GGUFmradermacher02026-10-10
14kara1983/retrieval-experimentskara198302026-10-10
15OrderDraconis/groot_phase2align_4cam_c50OrderDraconis02026-10-10
16yyuan244/asyncrl-m8b_async_s5_mb8_kltheta_vs_old_b0p05_truncneg1_ev128-gs220yyuan24402026-10-10
17tatjr13/tpn005-v7btatjr1302026-10-10
18seomh/opsa-repro-qwen3-4b-nothink-dapo17k-step400seomh02026-10-10
19Forostris/mia_sloaneForostristext-to-image02026-10-10
20karrar-H/Assignment_4_language_classifierskarrar-H02026-10-10
215hadytru/so101_bench_ImageWAM-FLUX.2-4B_full_fine_tune5hadytrurobotics02026-10-10
22Cisco1963/llmplasticity-en_zh_instant_8-d0.006-c0.999-r0.2-s42Cisco196302026-10-10
23cwaud/tournament-exp-s1-f4920bf7-9630-4d93-9ece-0b453baa5da7-5Expf70be4d99db1cb3ccwaud02026-10-10
24davidmelash/wechsel_base_v7_2026-10-09_r5_s43davidmelashtoken-classification02026-10-10
25vitorqsilv48012/matching-rc177vitorqsilv4801202026-10-10
26scribekey/sotto-scribekey-350m-ggufscribekeytext-generation02026-10-10
27nif0/Qwen-Image-2.1-PE-i2i-heretic-mtp-w4a8nif002026-10-10
28xfxcwynlc/DPSK3B_seqlen4096_THD_frac_legacy_v2_m32_tau20_stage1xfxcwynlc02026-10-10
29eugenmik/castsolid-gnneugenmikgraph-ml02026-10-10
30grecoluca50/retrievalgrecoluca5002026-10-10

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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