Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
Uninstall Mac apps with every file they leave behind, and see why each belongs. Free up space, fine-tune macOS, and set up Terminal.
privacy-first Android music player built with Material 3 Expressive. Play offline, sync lyrics, fine-tune with equalizer presets, and cast to your devices.
Fizgig β LoRA & Fine-tune Studio for Klein 9B, Krea 2, MiniMax H3, Qwen Image 2.1, Anima & Z-Image Turbo and Ace-Step XL: train, fine-tune, profile, repair and extract LoRAs & LoKR for Image, Video & Music Models
Iris-3B: pixel-space generation & general vision learner. A 3B diffusion transformer that generates every pixel directly (no VAE); the same prior, fine-tuned, does monocular depth estimation and 4x image restoration. Paper, weights, training code and demo.
A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
π One-stop solution for creating your AI twin from chat history π‘ Fine-tune LLMs with your chat logs to capture your unique style, then bind to a chatbot to bring your digital self to life.
A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated probabilities.
Uncensored AI models or those fine-tuned for cybersecurity tasks.
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!
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.
Fine-tune Gemma 4 and 3n with audio, images and text on Apple Silicon, using PyTorch and Metal Performance Shaders.
Scale LLM Engine public repository
Local natural-language-to-shell command generator. A 941 MB fine-tuned Qwen2.5-Coder-1.5B running on CPU in ~1s.
ποΈ Fine-tune, build, and deploy open-source LLMs easily!
WeVisDoc is an end-to-end document parser for page images. Fine-tuned from Qwen3-VL-2B-Instruct and Qwen3-VL-4B-Instruct, it turns a page into structured Markdown, with LaTeX formulas and HTML tables.
An intuitive console agent to fine-tune AI models with little to no experience required!
FLUX 3 Action: open weights 7B world action model from Black Forest Labs. Train, fine-tune and run action prediction for robots (DROID, SO-101), simulators and games.
A native media playback library for Kotlin Multiplatform, Android, iOS, desktop (JVM) and web. Kotlin coroutine-first syntax, fine-tuned to perfection and as powerful as mpv and VLC. No expect/actual, no build scripts/NDK. It is 100% Kotlin core (no third-party players underneath). Can render directly into Compose multiplatform using Skiko API
Find the data that broke your fine-tune.
Math Riddle Generation 2026: Fine-Tuned GPT-2 for Automated Puzzle Solving
Fine-Tune BERT for Domain Adaptation with Hugging Face in 2026: The Complete Guide
Macaw β on-device AI agent for macOS. 2.7B LFM2.5 fine-tune, MLX 4-bit, 97 macOS tools, no cloud.
Image Resizer β Resize JPG, PNG, WebP, AVIF, HEIC, BMP, GIF, and SVG images by exact pixels or percentage. Choose Fit, Fill, Stretch, or Crop, pick a social media preset, and fine-tune with four real resize algorithms β all processed privately on your own device. Free on ToolAdda.online.
Jev-like model: Qev, fine-tunes Qwen into a decision model