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Contents

Large Language Model Papers·2025

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

DeepSeek-AI, Daya Guo +198·DeepSeek-AI

Shows that LLM reasoning can be incentivized through pure reinforcement learning, with no human-annotated reasoning traces. Self-reflection, verification, and strategy-switching emerge on their own, and the patterns transfer to distill smaller models.

#NLP#LLM#deepseek#paper
GitHub
AI Agent·2025
GitHub

UI-TARS

ByteDance

Reads GUI screenshots and directly outputs desktop, mobile, and browser actions — clicking, typing, navigating — as one end-to-end vision-language model rather than a modular pipeline. Scores 84.8% on WebVoyager and 42.5% on OSWorld.

#bytedance#github#ai-agent#vision#LLM+3
GitHub
AI Audio·2025
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YuE2: Unifying Symbolic and Audio Music Generation at Frontier Quality

Ruibin Yuan, Jiahao Pan +33·HKUST, M·A·P (Multimodal Art Projection) +6

Generates full songs from lyrics and style prompts by first writing an editable melody-and-chord score and then rendering vocals and accompaniment. Unifies symbolic planning and audio synthesis in one pipeline, enabling readable score inspection, zero‑shot covers, and agent-driven editing.

#multimodal#audio#foundation-model#flow-matching#agent-skills+5
Hugging Face
AI Dataset·2025
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Humanity's Last Exam

Center for AI Safety (cais), Scale AI

Multi‑modal closed-ended academic benchmark with 2,500 multiple-choice and short-answer exam questions spanning math, natural sciences, and humanities for automated grading. Curated by subject-matter experts, released under MIT, and includes a canary string to help prevent dataset leakage into model training.

#huggingface#multimodal#image#nlp#pandas+1
GitHub
AI Client·2025
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AI_NovelGenerator

YILING0013

Generates multi-chapter long-form novels with LLMs, automatically linking context and managing foreshadowing for global coherence. Features vector-based retrieval, character/state tracking and a GUI-driven pipeline; requires LLM/embedding API keys.

#LLM#embeddings#RAG#AIGC#prompt-engineering+3
GitHub
AI Agent·2025
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Cloudflare Agents

Cloudflare

Runs stateful AI agents as Cloudflare Durable Objects — each keeps its own storage and lifecycle, hibernating when idle and waking on demand. Adds WebSocket state sync, type-safe RPC, resumable LLM streaming, MCP roles, and durable workflows.

#ai-agent#mcp#mcp-server#ai-workflow#ai-client+5
GitHub
AI Deploy·2025
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vLLM Ascend Plugin

vllm-project (community maintained)

Provides a hardware plugin that runs vLLM on Huawei Ascend NPUs by mapping vLLM execution and memory management to the Ascend runtime. Key features: support for Transformer/MoE/embedding/multimodal models, official docs, CI-backed release branches and community maintenance.

#vllm#plugin#ai-inference#ai-serving#pytorch+2
GitHub
AI Agent·2025
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Neuro SAN Studio

Cognizant AI Lab, Cognizant

Hands-on studio to design, test and deploy declaratively configured multi-agent systems built on the Neuro SAN framework. Ships ready examples, an Agent Network Designer UI (nsflow), CLI tooling, and integrations with major LLMs and external tools for rapid prototyping.

#ai-agent#agent-skills#LLM#python#cli+5
GitHub
AI Infra·2025
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Cua

trycua (GitHub)·Cua

Spins up sandboxed VMs and containers (macOS, Linux, Windows, Android) that an AI agent can fully control through one unified SDK, cloud or local, plus a benchmark suite and background drivers that automate native apps without grabbing the cursor.

#ai-agent#ai-development#ai-tools#github#mlops+2
GitHub
AI Audio·2025
GitHub

Handy

cjpais·YNYNG LLC

Press a configurable shortcut, speak, and have your words transcribed and pasted into the active app. Runs Whisper or the CPU-friendly Parakeet V3 fully offline; a Tauri + Rust build with Silero voice-activity detection and optional GPU acceleration.

#ASR#audio#rust#github#ai-tools+1
GitHub
AI Video·2025
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VideoRAG: Chat with Your Videos

HKUDS, Ren, Xubin +5·University of Hong Kong, Baidu

Retrieval-augmented generation framework for videos spanning hundreds of hours, runnable on a single RTX 3090. Builds multi-modal knowledge graphs over visual and audio content so you can query and chat across many long videos at once.

#video#ai-video#RAG#chatbot#vision+3
GitHub
AI Agent·2025
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AutoAgent

Jiabin Tang, Tianyu Fan +2

Lets you build, generate, and run multi-agent LLM workflows from natural-language prompts with no coding. Automatically profiles agents, creates tools/workflows, and supports multiple LLM providers plus CLI/Docker deployment.

#ai-agent#llm#ai-workflow#agent-skills#github+5
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