Memetrix / gran-turismo-psp-career

Gran Turismo PSP Career: the career mode Gran Turismo PSP never got. Championships, a tuning shop, endurance races and lost tracks.

tlack / babytalk

Optimized ESP32-S3/P4 fully offline speech to text and text to speech system for Micropython and AtomVM, featuring a finetuned STT model for noisy environments, plus a data generation/field capture/model finetuning framework. Includes high performance 4/8bit int kernels for Xtensa/RiscV PIE vector units

ludwig-ai / ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

wandb / wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

oumi-ai / oumi

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

alexcasalboni / aws-lambda-power-tuning

AWS Lambda Power Tuning is an open-source tool that can help you visualize and fine-tune the memory/power configuration of Lambda functions. It runs in your own AWS account - powered by AWS Step Functions - and it supports three optimization strategies: cost, speed, and balanced.

Blaizzy / mlx-vlm

MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.

Sophia-Community / SophiApp

:zap: The most powerful open source tweaker on GitHub for fine-tuning Windows 10 & Windows 11

kyegomez / tree-of-thoughts

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

darold / pgbadger

A fast PostgreSQL Log Analyzer

BrentOzarULTD / SQL-Server-First-Responder-Kit

sp_Blitz, sp_BlitzCache, sp_BlitzFirst, sp_BlitzIndex, and other SQL Server scripts for health checks and performance tuning.

DSXiangLi / DecryptPrompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

mljar / mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Nerogar / OneTrainer

OneTrainer is a one-stop solution for all your Diffusion training needs.

tiangolo / uvicorn-gunicorn-fastapi-docker

Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python with performance auto-tuning.

JamesCJ60 / Universal-x86-Tuning-Utility

Your Hardware. Your Rules. Open. Powerful. Unrestricted Tuning.

FurkanGozukara / Stable-Diffusion

FLUX, Stable Diffusion, SDXL, SD3, LoRA, Fine Tuning, DreamBooth, Training, Automatic1111, Forge WebUI, SwarmUI, DeepFake, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, Kaggle, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya, Midjourney, RunPod

le0pard / pgtune

Pgtune - tuning PostgreSQL config by your hardware

intel / neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

roboflow / maestro

streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

stochasticai / xTuring

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

AI-Hypercomputer / maxtext

A simple, performant, and scalable Jax LLM!

microsoft / Olive

Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.

dstackai / dstack

A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.

kubeflow / trainer

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

cyring / CoreFreq

CoreFreq : CPU monitoring and tuning software designed for the 64-bit processors.

cfregly / ai-performance-engineering

Code, labs, and resources for O'Reilly AI Systems Performance Engineering: GPU optimization, distributed training, inference scaling, and full-stack tuning.

JuliaAI / MLJ.jl

A Julia machine learning framework

beam-cloud / beta9

Ultrafast serverless GPU inference, sandboxes, and background jobs

peremartra / Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

NVIDIA-NeMo / Curator

Scalable data pre processing and curation toolkit for LLMs

Greedeks / GTweak

Portable Tool for an Ideal Windows Setup

bespokelabsai / curator

Synthetic data curation for post-training and structured data extraction

lightly-ai / lightly-train

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

kubeflow / katib

Automated Machine Learning on Kubernetes

mlr-org / mlr

Machine Learning in R

google / vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

automl / SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

yaotingwangofficial / Awesome-MCoT

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

data-prep-kit / data-prep-kit

Open source project for data preparation for GenAI applications

curiousily / AI-Bootcamp

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)

The-FinAI / PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

nolabs-ai / deepfabric

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

torchgeo / terratorch

A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

rtlopez / esp-fc

Flight controller software for hobbyist - build your own flight controller.

invergent-ai / surogate

Train and serve LLMs at extreme speed and massive throughput.

DaoyuanLi2816 / can-i-finetune-this

Single-GPU LLM fine-tuning preflight: memory estimates, runnable LoRA/QLoRA recipes, and local measurements.

perpetual-ml / perpetual

Perpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and R

aimclub / FEDOT

Automated modeling and machine learning framework FEDOT

agentscope-ai / Trinity-RFT

Trinity-RFT is a general-purpose, flexible and scalable framework designed for reinforcement fine-tuning (RFT) of large language models (LLM).

calmrocks / ai-engineer-notebooks

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

in28minutes / jpa-with-hibernate

Master JPA using Hibernate as the implementation. Learn the basics of JPA - entities, relationships, entity manager, annotations, JPQL and Criteria API. Take a step into the advanced world of JPA - caching, performance tuning(n + 1 queries), mapping inheritance hierarchies. Get a peek into the magic of Spring Data JPA & Spring Data Rest.

qdrant / quaterion

Blazing fast framework for fine-tuning similarity learning models

mlcommons / ck

Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchmarks.

tiangolo / uvicorn-gunicorn-docker

Docker image with Uvicorn managed by Gunicorn for high-performance web applications in Python with performance auto-tuning.

lukaszliniewicz / Pandrator

Turn PDFs and EPUBs into audiobooks; subtitles or videos into dubbed videos (including translation), and more. For free. Pandrator uses local models, including voice-cloning (instant, RVC-enhanced, XTTS fine-tuning) and LLM processing. It aspires to be a user-friendly app with a GUI, an installer and all-in-one packages.

ZebangCheng / Emotion-LLaMA

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning

irockel / tda

TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.

kaito-project / aikit

🏗️ Fine-tune, build, and deploy open-source LLMs easily!

apocas / restai

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generation with dynamic loading generators. Live chat deployment. Built-in block based graphical language. Prompt versioning and much more...