STACKQUADRANT

Awesome-LLM-Eval

onejune2018/Awesome-LLM-Eval
4.3

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs. 一个由工具、基准/数据、演示、排行榜和大模型等组成的精选列表,主要面向基础大模型评测,旨在探求生成式AI的技术边界.

Evaluation & Testing
★ 659◇ 110MIT10mo ago

Awesome-LLM-in-Social-Science

ValueByte-AI/Awesome-LLM-in-Social-Science
5.3

Awesome papers involving LLMs in Social Science.

Evaluation & Testing
★ 652◇ 57MIT23d ago

LLMTornado

lofcz/LLMTornado
6.7

The .NET library to build AI agents with 30+ built-in connectors.

Agent Frameworks
★ 645◇ 119C#MIT5d ago

daydreams

daydreamsai/daydreams
6.2

Daydreams is a set of tools for building agents for commerce

Agent Frameworks
★ 621◇ 137TypeScriptMIT9d ago

Athena-Public

winstonkoh87/Athena-Public
6.3

The Linux OS for AI Agents — Persistent memory, autonomy, and time-awareness for any LLM. Own the state. Rent the intelligence.

LLM Frameworks
★ 618◇ 88PythonMITtoday

yalm

andrewkchan/yalm
3.6

Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O

Inference Engines
★ 604◇ 69C++1y ago

ponytail-improved

0xwilliamortiz/ponytail-improved
5.4

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

Prompt Engineering
★ 601◇ 129JavaScriptMIT2mo ago

fastapi-ml-skeleton

eightBEC/fastapi-ml-skeleton
4.3

FastAPI Skeleton App to serve machine learning models production-ready.

Model Serving
★ 601◇ 92PythonApache-2.09mo ago

TensorSharp

zhongkaifu/TensorSharp
6.2

A native .NET LLM inference engine for GGUF models. TensorSharp provides a console application, a web-based chatbot interface, and Ollama/OpenAI-compatible HTTP APIs for programmatic access. It supports Windows/MacOS/Linux with full GPU capability

Inference Engines
★ 592◇ 63C#BSD-3-Clausetoday

ICLR2025-Papers-with-Code

yinizhilian/ICLR2025-Papers-with-Code
3.3

历年ICLR论文和开源项目合集,包含ICLR2021、ICLR2022、ICLR2023、ICLR2024、ICLR2025.

Fine-tuning Tools
★ 590◇ 351y ago

KuiperLLama

zjhellofss/KuiperLLama
3.8

校招、秋招、春招、实习好项目,带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。

Inference Engines
★ 579◇ 151C++11mo ago

LLM-FineTuning-Large-Language-Models

rohan-paul/LLM-FineTuning-Large-Language-Models
3.6

LLM (Large Language Model) FineTuning

Fine-tuning Tools
★ 578◇ 138Jupyter Notebook1y ago

langtest

Pacific-AI-Corp/langtest
6.1

Deliver safe & effective language models

Evaluation & Testing
★ 561◇ 54PythonApache-2.01mo ago

langtest

PacificAI/langtest
6.1

Deliver safe & effective language models

Evaluation & Testing
★ 561◇ 54PythonApache-2.01mo ago

tessera

zengxiao-he/tessera
4.6

From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.

Inference Engines
★ 561◇ 18PythonNOASSERTION8d ago

FinSight-AI

juanjuandog/FinSight-AI
4.8

AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports, evidence tracing, and RAG evaluation.

Evaluation & Testing
★ 558◇ 31JavaMIT1mo ago

pinferencia

underneathall/pinferencia
4.7

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Model Serving
★ 541◇ 83PythonApache-2.03y ago

continuous-eval

relari-ai/continuous-eval
5.5

Data-Driven Evaluation for LLM-Powered Applications

Evaluation & Testing
★ 519◇ 39PythonApache-2.02mo ago

ome

ome-projects/ome
6.5

Open Model Engine (OME) — Kubernetes operator for LLM serving, GPU scheduling, and model lifecycle management. Works with SGLang, vLLM, TensorRT-LLM, and Triton

Model Serving
★ 517◇ 103GoApache-2.0today

LLM-VM

anarchy-ai/LLM-VM
4.7

irresponsible innovation. Try now at https://chat.dev/

Fine-tuning Tools
★ 492◇ 139PythonMIT2y ago

agency

operand/agency
4.7

A fast and minimal framework for building agentic systems

Agent Frameworks
★ 488◇ 28PythonMIT4mo ago

awsome-distributed-training

awslabs/awsome-distributed-training
5.9

Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.

Fine-tuning Tools
★ 486◇ 211ShellMIT-03d ago

JetStream

AI-Hypercomputer/JetStream
4.7

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

Model Serving
★ 470◇ 70PythonApache-2.09mo ago

oracle3

YichengYang-Ethan/oracle3
6.0

Autonomous prediction market trading agent | Wang Transform pricing engine calibrated on 291K+ contracts | Kalshi · Polymarket · Solana DFlow · Jito bundles · 633 tests

Agent Frameworks
★ 468◇ 56PythonApache-2.06d ago

Finetune_LLMs

mallorbc/Finetune_LLMs
3.8

Repo for fine-tuning Casual LLMs

Fine-tuning Tools
★ 465◇ 85PythonAGPL-3.02y ago

agentsilex

howl-anderson/agentsilex
4.6

A transparent, minimal, and hackable agent framework. ~300 lines of readable code. Full control, no magic.

Agent Frameworks
★ 458◇ 47PythonMIT9mo ago

Aquila2

FlagAI-Open/Aquila2
3.6

The official repo of Aquila2 series proposed by BAAI, including pretrained & chat large language models.

Fine-tuning Tools
★ 447◇ 32Python2y ago

xFasterTransformer

intel/xFasterTransformer
5.0

xFasterTransformer — open-source AI/LLM project.

Model Serving
★ 435◇ 76C++Apache-2.026d ago

InternEvo

InternLM/InternEvo
4.7

InternEvo is an open-sourced lightweight training framework aims to support model pre-training without the need for extensive dependencies.

Fine-tuning Tools
★ 421◇ 67PythonApache-2.01y ago

Awesome-LLM-Prompt-Optimization

jxzhangjhu/Awesome-LLM-Prompt-Optimization
4.3

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

Prompt Engineering
★ 420◇ 2412d ago

gpu-rest-engine

NVIDIA/gpu-rest-engine
3.7

A REST API for Caffe using Docker and Go

Model Serving
★ 420◇ 95C++BSD-3-Clause8y ago

awesome-azure-openai-llm

kimtth/awesome-azure-openai-llm
4.7

A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (RAG, Agents).

Agent Frameworks
★ 410◇ 60Python8d ago

tiger

tigerlab-ai/tiger
4.3

Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning)

Fine-tuning Tools
★ 405◇ 28Jupyter NotebookApache-2.02y ago

rhesis

rhesis-ai/rhesis
6.0

The testing platform for AI teams. Bring engineers, PMs, and domain experts together to generate tests, simulate (adversarial) conversations, and trace every failure to its root cause.

Evaluation & Testing
★ 398◇ 39PythonNOASSERTION2d ago

LightRFT

opendilab/LightRFT
5.0

LightRFT: Light, Efficient, Omni-modal & Reward-model Driven Reinforcement Fine-Tuning Framework

Fine-tuning Tools
★ 397◇ 12PythonApache-2.01mo ago

stable-diffusion-deploy

Lightning-Universe/stable-diffusion-deploy
4.6

Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services working together via the Lightning Apps framework.

Model Serving
★ 391◇ 38PythonApache-2.03y ago

flutter-skill

ai-dashboad/flutter-skill
5.6

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all from natural language.

Evaluation & Testing
★ 391◇ 60DartMIT1mo ago

openclaw-optimization-guide

OnlyTerp/openclaw-optimization-guide
4.8

Make your OpenClaw AI agent faster, smarter, and cheaper. Speed optimization, memory architecture, context management, model selection, and one-shot development guide.

Prompt Engineering
★ 387◇ 43JavaScriptMIT3mo ago

testdriverai

testdriverai/testdriverai
4.7

Computer-Use SDK for E2E QA Testing

Evaluation & Testing
★ 374◇ 38JavaScript26d ago

APOLLO

zhuhanqing/APOLLO
4.0

APOLLO: SGD-like Memory, AdamW-level Performance; MLSys'25 Oustanding Paper Honorable Mention

Fine-tuning Tools
★ 366◇ 20PythonNOASSERTION10mo ago

swiftLLM

interestingLSY/swiftLLM
3.8

A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of vLLM).

Inference Engines
★ 361◇ 43PythonApache-2.01y ago

llm-leaderboard

JonathanChavezTamales/llm-leaderboard
4.5

A comprehensive set of LLM benchmark scores and provider prices. (deprecated, read more in README)

Evaluation & Testing
★ 356◇ 41JavaScriptNOASSERTION11mo ago

alphora

opencmit/alphora
5.0

A Production-Ready Framework for Building Composable AI Agents

Agent Frameworks
★ 348◇ 33PythonApache-2.03mo ago

Awesome-MLSys-Blogger

MLSys-Learner-Resources/Awesome-MLSys-Blogger
3.6

The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)

Fine-tuning Tools
★ 345◇ 10HTML1y ago

palico-ai

palico-ai/palico-ai
4.5

Build, Improve Performance, and Productionize your LLM Application with an Integrated Framework

Evaluation & Testing
★ 343◇ 31TypeScriptMIT1y ago

vibe-log-cli

vibe-log/vibe-log-cli
4.8

A CLI tool for logging and analyzing Claude Code and Cursor ai-driven coding session.

Prompt Engineering
★ 339◇ 21TypeScriptMIT6mo ago

ReaLHF

openpsi-project/ReaLHF
3.7

Super-Efficient RLHF Training of LLMs with Parameter Reallocation

Fine-tuning Tools
★ 336◇ 22PythonApache-2.01y ago

llms-tools

PetroIvaniuk/llms-tools
4.7

A list of LLMs Tools & Projects

Evaluation & Testing
★ 329◇ 57Apache-2.01mo ago