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MadsLorentzen / ai-job-search

The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.

β–² 9.1k/7d β˜… 60k Python πŸ”₯ today
mlflow / mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

β˜… 28k Python today
comet-ml / opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

β˜… 23k Python today
oumi-ai / oumi

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

β˜… 9.4k Python today
Kiln-AI / Kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

β˜… 5.2k Python today
transformerlab / transformerlab-app

The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.

β˜… 5.2k Python 1d ago
evalstate / fast-agent

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

β˜… 3.9k Python today
huggingface / evaluate

πŸ€— Evaluate: A library for easily evaluating machine learning models and datasets.

β˜… 2.5k Python 14d ago
tsale / EDR-Telemetry

This project aims to compare and evaluate the telemetry of various EDR products.

β˜… 2.0k Python 22d ago
ray-r-ren / agent-apprenticeship

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

β˜… 1.6k Python 1d ago
harveyai / harvey-labs

A benchmark built to evaluate and improve agent capabilities for supporting legal work.

β˜… 1.5k Python today
NVIDIA-NeMo / Gym

Evaluate and improve models and agents using environments

β˜… 1.3k Python today
EmbeddedLLM / JamAIBase

The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.

β˜… 1.1k Python 4d ago
pytorch / benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

β˜… 1.1k Python 3d ago
nolabs-ai / deepfabric

Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline

β˜… 891 Python 1d ago
huggingface / upskill

Generate and evaluate agent skills for code agents like Claude Code, Open Code, OpenAI Codex

β˜… 764 Python 6d ago
huggingface / Repo2RLEnv

Turn any repository into verifiable RL environments for coding agents - Harbor tasks you can train on, evaluate and share on the Hugging Face Hub

β˜… 731 Python 1d ago
MIC-DKFZ / nnDetection

nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.

β˜… 662 Python 12d ago
pymc-devs / pytensor

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

β˜… 647 Python today
NVIDIA / SkillEvaluator

Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.

β˜… 585 Python today
aws-samples / service-screener-v2

A tool for customers to evaluate their AWS service configurations based on AWS and community best practices and receive recommendations on potential improvements.

β˜… 577 Python 15d ago
facebookresearch / meta-agents-research-environments

Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike static benchmarks, this platform introduces evolving environments where agents must adapt their strategies as new information becomes available, mirroring real-world challenges.

β˜… 570 Python 20d ago
ChidiebereNjoku / ModelBrief

An open-source Python library that automates the analysis and reporting of machine learning experiments, generating structured and comprehensive reports that make model performance, results, and key insights easier to understand and evaluate by data professionals, with optional Groq-powered AI explanations and recommendations for deeper insights.

β˜… 350 Python today
i3T4AN / KADATH

Evolutionary multi-agent runtime that breeds, evaluates, and improves autonomous agents across reproducible epochs to converge on optimization of a goal.

β˜… 258 Python 2mo ago
To3akaRin / VLMForge

Evaluate visual models on your own images, JSON Schema, and production constraints with LangGraph, Pareto analysis, and a no-key Replay demo.

β˜… 109 Python 1mo ago
tomsen02 / oss-audit

Evaluate GitHub projects from an outside contributor's perspective. An agent skill with a read-only collector and evidence-based methodology.

β˜… 99 Python 1mo ago
scaleapi / rsi-benchmark

RSI Bench is an ongoing effort to evaluate whether AI agents can develop the capabilities required to advance AI R&D.

β˜… 93 Python today
zjunlp / AutoSciRub

Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents

β˜… 41 Python 3d ago
HERRY423 / BioNexus

Scientific reliability layer for AI-assisted biology: evaluates what evidence warrants, caps unsupported claims, audits analytical validity, and prevents silent scientific overreach.

β˜… 31 Python 26d ago
datosh / nixos-vex

OpenVEX feed and NixOS module to manage NixOS CVEs, evaluated against your system's configuration.

β˜… 31 Python 2d ago
volt-l18 / llm-redteam-pipeline

An automated, multi-turn LLM red-teaming pipeline that pits an Attacker model against a Target model to evaluate safety boundaries, featuring LLM-as-a-Judge scoring and an interactive HTML vulnerability dashboard.