AIトレンド・ダッシュボード

最終更新: 2026-07-07（UTC基準）

この一覧は自動収集した数値と、AIが生成した日本語1行解説（データノート）です。解説は未レビューの参考情報であり、数値は各一次ソースに基づきます。（本日の自動解説は未生成のため、数値のみを表示しています）

GitHub スター（追跡リポジトリ）

#	リポジトリ	Stars	Forks	License
1	n8n-io/n8n	195,542	59,149	NOASSERTION
2	Significant-Gravitas/AutoGPT	185,419	46,126	NOASSERTION
3	ollama/ollama	175,655	16,870	MIT
4	AUTOMATIC1111/stable-diffusion-webui	164,016	30,386	AGPL-3.0
5	huggingface/transformers	162,345	33,810	Apache-2.0
6	langgenius/dify	148,062	23,319	NOASSERTION
7	open-webui/open-webui	144,573	20,900	NOASSERTION
8	langchain-ai/langchain	141,205	23,471	MIT
9	Comfy-Org/ComfyUI	119,770	14,058	GPL-3.0
10	ggml-org/llama.cpp	119,568	20,291	MIT
11	openai/whisper	104,437	12,723	MIT
12	modelcontextprotocol/servers	88,161	11,173	NOASSERTION
13	vllm-project/vllm	85,612	19,073	Apache-2.0
14	lobehub/lobehub	79,579	15,562	NOASSERTION
15	unslothai/unsloth	67,881	6,107	Apache-2.0
16	microsoft/autogen	59,556	8,965	CC-BY-4.0
17	crewAIInc/crewAI	55,088	7,741	MIT
18	FlowiseAI/Flowise	54,382	24,663	NOASSERTION
19	BerriAI/litellm	52,875	9,537	NOASSERTION
20	ggml-org/whisper.cpp	51,400	5,736	MIT

Hugging Face（DL数上位）

#	モデル/データ	種別	DL数	Likes
1	sentence-transformers/all-MiniLM-L6-v2	model	247,907,292	5,042
2	cross-encoder/ms-marco-MiniLM-L6-v2	model	81,677,440	275
3	google-bert/bert-base-uncased	model	66,275,262	2,700
4	BAAI/bge-small-en-v1.5	model	62,937,189	508
5	sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2	model	48,390,736	1,305
6	google/electra-base-discriminator	model	39,022,494	135
7	sentence-transformers/all-mpnet-base-v2	model	33,602,462	1,319
8	BAAI/bge-m3	model	33,330,183	3,200
9	Qwen/Qwen3-0.6B	model	28,074,722	1,396
10	timm/mobilenetv3_small_100.lamb_in1k	model	27,789,483	84
11	openai/clip-vit-base-patch32	model	22,965,071	973
12	google-t5/t5-small	model	22,049,792	565
13	FacebookAI/xlm-roberta-base	model	21,597,546	861
14	Qwen/Qwen3-8B	model	16,914,139	1,187
15	BAAI/bge-reranker-v2-m3	model	16,637,954	1,071

Hacker News（AIトピック話題度）

#	タイトル	Points	Comments
1	Jamesob's guide to running SOTA LLMs locally [HN]	409	182
2	Show HN: Pulpie – Models for Cleaning the Web [HN]	98	25
3	China sentences official to death for taking $325M in bribes [HN]	9	4
4	Show HN: Open Science, open-source alternative to Claude Science [HN]	7	2
5	Show HN: Pull Claude Code transcripts into your Codex session, and vice versa [HN]	7	1
6	Ask HN: What should I verify before releasing a P2P messenger? [HN]	6	4
7	Show HN: Rowboat – Open-source, local-first alternative to Claude Desktop [HN]	5	0
8	China may stop open-sourcing its most powerful AI models [HN]	5	0
9	Show HN: An always-fresh memory that learns your repo, so agents stop re-reading [HN]	5	0
10	Show HN: Track Token usage for major platforms,know your token flow [HN]	5	1
11	Show HN: Bloomiro, an MCP tool for improving SEO and AI search visibility [HN]	4	0
12	Mapping homes you can buy from the US government for <$100k [HN]	4	1
13	Secret Tracker in Claude Code Uncovered, Anthropic Directly Deletes Code [HN]	4	1
14	Show HN: Open-source guided code reviews [HN]	4	3
15	Show HN: Orchestrate parallel Claude Code and Codex agents on a live map [HN]	4	0

npm / PyPI（直近週DL数）

#	パッケージ	レジストリ	週間DL
1	litellm	pypi	140,362,975
2	anthropic	pypi	37,274,666
3	openai	npm	25,353,504
4	ai	npm	15,141,589
5	@langchain/core	npm	4,578,586
6	langchain	npm	2,379,301
7	@huggingface/inference	npm	382,957
8	llamaindex	npm	118,717

arXiv 新着（cs.AI / cs.CL / cs.LG）

タイトル	カテゴリ	公開日
From Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Model	cs.CV, cs.AI, cs.LG, cs.RO	2026-07-06
Weak-to-Strong Generalization via Direct On-Policy Distillation	cs.LG, cs.AI, cs.CL	2026-07-06
Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantification	astro-ph.IM, astro-ph.GA, astro-ph.HE, cs.AI, cs.LG	2026-07-06
LLM-as-a-Verifier: A General-Purpose Verification Framework	cs.AI, cs.CL, cs.LG, cs.MA, cs.RO	2026-07-06
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation	cs.CV, cs.AI	2026-07-06
What Does a Discrete Diffusion Model Learn?	cs.LG, cs.AI, cs.CL, cs.IT, stat.ML	2026-07-06
Cortex: A Bidirectionally Aligned Embodied Agent Framework for Long-horizon Manipulation	cs.RO, cs.AI, cs.CV	2026-07-06
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks	cs.RO, cs.AI, cs.CL, cs.LG	2026-07-06
SPEARBench: A Benchmark for Naturalness Evaluation in Streaming Speech-to-Speech Language Models	cs.CL, cs.AI, eess.AS	2026-07-06
REDDIT: Correcting Model-Generated Timestamp Drift in ASR without Forgetting via Replay-Based Distribution Editing	cs.CL, cs.AI, cs.SD	2026-07-06
SovereignPA-Bench: Evaluating User-Owned Personal Agents under Evolving Intent, Platform Mediation, and Consent Constraints	cs.AI	2026-07-06
Graph Sparse Sampling: Breaking the Curse of the Horizon in Continuous MDP Planning	cs.AI	2026-07-06
Selective Disclosure Watermarking for Large Language Models	cs.CR, cs.AI, cs.CL, cs.LG	2026-07-06
Multiplayer Interactive World Models with Representation Autoencoders	cs.CV, cs.AI, cs.LG	2026-07-06
OptiAgent: End-to-End Optimization Modeling via Multi-Agent Iterative Refinement	cs.AI, cs.MA	2026-07-06
TREK: Distill to Explore, Reinforce to Refine	cs.LG, cs.AI, stat.ML	2026-07-06
Steering Optimisation Trajectories in Diffusion Representation Learning	cs.CV, cs.AI	2026-07-06
Topological Shape Representation for Aneurysm -- Bifurcation Detection	cs.CV, cs.AI, cs.LG	2026-07-06
Evaluating and Understanding Model Editing for Medical Vision Language Models	cs.AI	2026-07-06
MetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill Evolution	cs.AI	2026-07-06