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GitHub
AI Infra·2026
Icon for item

pdf-inspector

Firecrawl

Rust library for fast PDF classification and position-aware text extraction that converts native-text PDFs to structured Markdown without OCR. Offers per-page OCR routing, multi-column and table detection, and Python/Node.js/WebAssembly bindings for low-latency local pipelines.

#rust#python#nodejs#cli#ocr+4
AI Agent Papers·2026

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Xiangyi Li, Yimin Liu +76·BenchFlow, OSU +33

Measures whether reusable skills improve agent task completion through paired tests. Across 87 tasks and 18 model–harness configurations, curated skills raise average pass rate by 16.6 percentage points; compact skill bundles work best.

#paper#ai-agent#agent-skills#benchmark#evaluation
GitHub
AI Infra·2026
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llmfit

AlexsJones

Detects your machine's CPU/RAM/GPU and ranks which LLMs will run well: estimates memory fit, speed, quality, and context, offers an interactive TUI and CLI, and lets you run and share reproducible local benchmarks.

#llm#cli#terminal#benchmark#llama.cpp+5
GitHub
AI Dataset·2026
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Harvey LAB

Harvey AI

Benchmarks LLM agents on realistic legal work by packaging lawyer-style assignments with client materials and expert, per-deliverable rubrics. Includes an execution harness to run, score, and compare agents across a large, evolving task set spanning multiple practice areas.

#benchmark#benchmarks#evaluation#agent-skills#LLM+4
GitHub
AI Agent·2026
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ADR

Chenning Li, Pan Hu +10·Uber

Monitors and detects risky behavior in enterprise AI agents via high-fidelity telemetry, security benchmarking, and a two-tier detector. Comprises ADR Sensor, ADR-Bench, and ADR Detector; deployed in production at Uber and validated on public benchmarks.

#mcp#mcp-server#ai-agent#agent-skills#benchmark+6
GitHub
AI Deploy·2026
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club-3090

noonghunna

Provides reusable Docker compose files, scripts and benchmarked configs to serve modern LLMs (Qwen, Gemma, etc.) on 1–2 NVIDIA RTX 3090/4090/5090 GPUs. Multi-engine (vLLM, llama.cpp, ik_llama), measured TPS/context tradeoffs, and validated single/dual‑GPU recipes.

#qwen#vllm#llama.cpp#gguf#docker+10
Hugging Face
AI Dataset·2026
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Alibaba-YuFeng/MMA-SafetyBench

Alibaba-YuFeng·Alibaba

A small image-folder dataset for multimodal/vision model safety benchmarking, containing under 1,000 curated images with annotations to exercise safety-related model behaviours; licensed CC BY 4.0 and hosted on HuggingFace.

#huggingface#image#vision#multimodal#benchmark+2
Hugging Face
AI Dataset·2026
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PhyGround: Benchmarking Physical Reasoning in Generative World Models

Juyi Lin, Arash Akbari +14·Northeastern University

Diagnoses physical plausibility in generated videos by scoring adherence to 13 observable laws. It pairs benchmark prompts and model outputs with quality-controlled human ratings for fine-grained evaluation.

#datasets#benchmark#benchmarks#evaluation#physical-reasoning+4
AI Dataset·2026
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K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs

Hao Liang, Qihan Lin +6

Provides a curriculum-aligned knowledge graph extracted from Chinese K–12 textbooks and accompanying benchmarks and training data to evaluate and train educational LLMs. Releases a 23,640-question multi-select benchmark and a 7,335-sample graph-guided training corpus with multimodal VQA pairs and the full construction pipeline.

#benchmark#multimodal#vision#llm#nlp+6
GitHub
AI Coding·2026
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OpenCodeReview

Alibaba Group

Reviews Git diffs or entire files via a CLI that combines deterministic pipelines (precise file selection, bundling, rule matching) with an LLM agent to produce line-level review comments. Includes built-in security rules and integrations for multiple LLM providers, designed for CI and large changesets.

#go#nodejs#cli#ai-coding#agent-skills+9
Hugging Face
AI Dataset·2026
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datacurve/deep-swe

datacurve

Benchmark dataset for evaluating long-horizon coding agents and software-engineering tasks, containing English code and tabular metadata in Parquet format; small scale (<1K examples) for fast prototyping and evaluation.

#benchmark#coding#software-engineering#coding-agents#long-horizon+5
Hugging Face
AI Dataset·2026
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CancerVerse

BodyMaps

De-identified longitudinal multimodal CT dataset for multicancer screening that pairs ~24k CT volumes with radiology reports and voxel-wise tumor annotations across 13 cancer types. Designed for longitudinal disease modeling, detection/segmentation and vision–language research; CC BY‑NC‑ND 4.0 for non-commercial use.

#multimodal#segmentation#vision#image#benchmark+3
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