Uncategorized Fine-Tuning Tools

There are 83 uncategorized tools tracked. 6 score above 70 (verified tier). The highest-rated is meshtastic/firmware at 76/100 with 7,230 stars. 8 of the top 10 are actively maintained.

Get all 83 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=fine-tuning&subcategory=uncategorized&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	meshtastic/firmware The official firmware for Meshtastic, an open-source, off-grid mesh...	76	Verified	7,230	C++
2	meshtastic/Meshtastic-Android Android application for Meshtastic	76	Verified	1,536	Kotlin
3	TheThingsNetwork/lorawan-stack The Things Stack, an Open Source LoRaWAN Network Server	74	Verified	1,139	Go
4	ExpressLRS/ExpressLRS High Performance Open Source Radio Control Link	74	Verified	4,849	C
5	absmach/magistrala IoT Platform Framework	74	Verified	2,576	Go
6	1technophile/OpenMQTTGateway MQTT gateway for ESP8266 or ESP32 with bidirectional 433mhz/315mhz/868mhz,...	71	Verified	3,991	C++
7	Nerogar/OneTrainer OneTrainer is a one-stop solution for all your Diffusion training needs.	66	Established	2,914	Python
8	OpenPipe/ART Agent Reinforcement Trainer: train multi-step agents for real-world tasks...	65	Established	9,149	Python
9	BenAhrdt/ioBroker.lorawan communicates bidirectionally with LoraWan devices via LoRaWAN Network	65	Established	3	JavaScript
10	lyusupov/SoftRF :airplane: Multi-functional, compatible DIY general aviation proximity...	64	Established	969	C
11	torlando-tech/columba Native Android messaging app using Bluetooth LE, TCP, or RNode (LoRa) over...	64	Established	725	Kotlin
12	chirpstack/chirpstack ChirpStack open-source LoRaWAN Network Server	64	Established	982	Rust
13	markqvist/NomadNet Communicate Freely	64	Established	2,018	Python
14	richonguzman/LoRa_APRS_Tracker LoRa APRS Tracker with Tx and Rx capabilities, Messages, Wx, Winlink and more...	64	Established	463	C++
15	NVIDIA-NeMo/Nemotron Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training...	63	Established	912	Jupyter Notebook
16	LoRaMesher/LoRaMesher The LoRaMesher library implements a distance-vector routing protocol for...	62	Established	254	C++
17	meshcore-dev/meshcore-ha Home Assistant integration for monitoring and controlling MeshCore radio networks	60	Established	159	Python
18	SparkyVT/HPR-Rocket-Flight-Computer Advanced flight computer software for high-powered rockets based on the...	60	Established	142	C++
19	markqvist/Sideband LXMF client for Android, Linux and macOS allowing you to communicate with...	57	Established	1,302	Python
20	markqvist/Reticulum The cryptography-based networking stack for building unstoppable networks...	57	Established	5,461	Python
21	rightup/pyMC_Repeater A lightweight Repeater Daemon implemented in Python, built using the...	57	Established	151	Python
22	icssw-org/MeshCom-Firmware MeshCom Client 4.0	57	Established	56	C
23	NamNamIoT/ArduLora Lora/LoraWan Arduino board	57	Established	84	C++
24	ai4protein/VenusFactory2 🏭 AI agent platform with skills for protein engineering, the noob-friendly...	56	Established	213	Python
25	liamcottle/reticulum-meshchat A simple mesh network communications app powered by the Reticulum Network Stack.	56	Established	977	JavaScript
26	MeshAddicts/meshinfo Realtime web UI to run against a Meshtastic regional or private mesh network.	53	Established	134	TypeScript
27	jeremiah-k/meshtastic-matrix-relay A relay between a Matrix room and a Meshtastic radio. This relay extends...	53	Established	175	Python
28	Lora-net/SWDR001 Driver for LR11xx chip (LR1110 / LR1120 / LR1121)	53	Established	39	C
29	meshtastic/Meshtasticator Discrete-event and interactive simulator for Meshtastic.	52	Established	193	Python
30	RoelKroes/TBTracker-ESP32 Arduino sketch for a High Altitude Balloon tracker for ESP32 and sx127x,...	50	Established	18	C
31	htotoo/ESP32-Portapack An addon module for portapack to add extra features to it for more fun.	50	Established	221	C
32	rockerBOO/lora-inspector-rs Rust version of LoRA inspector (wasm and binary) for LoRA and other PEFT models	49	Emerging	22	JavaScript
33	chrismyers2000/MeshAdv-Pi-Hat A Raspberry Pi hat for Meshtastic with 1-Watt Lora module	49	Emerging	173	—
34	scouzi1966/maclocal-api 'afm' command cli: macOS server and single prompt mode that exposes Apple's...	49	Emerging	250	Swift
35	gotnull/socialmesh Connect to your Meshtastic radio, message off-grid, map your nodes, and...	47	Emerging	16	Dart
36	batear-io/batear ● batear — Ultra-low-cost, off-grid acoustic drone detector (ESP32-S3 +...	46	Emerging	187	C
37	wadadawadada/blackbox_node Off-grid mesh node with local AI TAK integration and Bitcoin Cashu payments...	46	Emerging	61	JavaScript
38	vlmOCR/Kalorda An integrated fine-tuning platform for lightweight vlmOCR models	46	Emerging	32	Vue
39	KMX415/meshpoint Open-source LoRa packet intelligence for Meshtastic/Meshcore mesh networks....	45	Emerging	68	Python
40	timokoethe/SX1278 MicroPython driver for the SX1278 LoRa module over SPI, built for Raspberry...	44	Emerging	3	Python
41	beegee-tokyo/RAK4631-Kit-1-RAK1901-RAK1902-RAK1903 Example code for WisBlock Weather Monitor Kit 1 with RAK1901/RAK1902/RAK1903	44	Emerging	4	C++
42	MarekWo/mc-webui A lightweight web interface for meshcore-cli (v2 in active development! See...	44	Emerging	52	Python
43	chicagolandmesh/chicagolandmesh.org Official Website for Chicagoland Mesh	44	Emerging	18	Go
44	dz0ny/meshcore-sar MeshCore SAR	43	Emerging	78	Dart
45	SMLunchen/mh_windowsclient Meshhessen client - a community driven meshtastic client for windows with...	42	Emerging	9	C#
46	NVlabs/LoRWeB We propose a novel modular framework that learns to dynamically mix low-rank...	41	Emerging	72	Python
47	wildminder/awesome-ltx2 All available LTX-2 models, encoders, workflows, LoRAs for ComfyUI	41	Emerging	280	—
48	kpax2049/loramapr LoRaMapr is a hardware-backed mapping and visualization project focused on...	40	Emerging	2	TypeScript
49	h0lad/LoRaPowerBox The LoRaPowerBox combines the Heltec HT-CT62 module (ESP32C3 + Semtech...	40	Emerging	6	—
50	chrismyers2000/MeshAdv-Mini A Raspberry Pi LoRa hat for Meshtastic with GPS, I2C and Qwiic, Temp Sensor...	40	Emerging	19	Python
51	MichTronics/Rivr Programmable radio communication platform for ESP32 mesh nodes, repeaters...	40	Emerging	3	C
52	chrismyers2000/Meshtasticd-Configuration-Tool A Python script to help you install meshtasticd and enable all of the...	40	Emerging	15	Python
53	jeremiah-k/fetchtastic Fetchtastic is a utility for downloading and managing the latest Meshtastic...	40	Emerging	12	Python
54	statico/meshtastic-cli 🌌 Terminal UI for monitoring Meshtastic mesh networks - view packets, nodes,...	39	Emerging	7	TypeScript
55	Guru-RF/LoRa433APRSTracker RF.Guru High power LoRa APRS Tracker for automobile use, 433mhz 500mW 13.8v	39	Emerging	7	Python
56	RedGridTactical/RedGridMGRS DAGR-class MGRS navigator for iPhone — live 10-digit grid coordinates, 10...	37	Emerging	7	JavaScript
57	lightning-rod-labs/lightningrod-python-sdk Python SDK for dataset generation on LightningRod platform ⚡	37	Emerging	44	Jupyter Notebook
58	JackYoung27/s0-tuning S₀ Tuning: Zero-Overhead Adaptation of Hybrid Recurrent-Attention Models	37	Emerging	3	Python
59	MettaMazza/ErnOSAgent Local-first, privacy-first AI agent with recursive self-improvement	36	Emerging	2	Rust
60	Saganaki22/ComfyUI-VoxCPM2 VoxCPM2 TTS for ComfyUI. 30 languages, voice design, controllable cloning,...	35	Emerging	35	Python
61	pe1hvh/meshcore-gui Native desktop GUI for MeshCore mesh network devices via BLE — no firmware...	35	Emerging	12	Python
62	TYH-labs/unsloth-buddy Zero-friction LLM fine-tuning skill for Claude Code, Gemini CLI & any ACP...	35	Emerging	213	Python
63	jcwang587/cgcnn2 Reproduction of CGCNN for predicting material properties	34	Emerging	24	Python
64	molssi-ai/bertology Repository of artifacts for the BERTology manuscript	34	Emerging	2	Python
65	VOIDBFD/Autism_Companian_Gen-Ai_Project_Kaggle Autism Companion: Empowering Neurodiverse Children with AI Technology Our AI...	32	Emerging	5	Python
66	sokolpezinok/yaroc Radio Online Control for orienteering	31	Emerging	2	Rust
67	masonjung/ASAP_DPO_Finetuning On-device DPO + QLoRA fine-tuning pipeline to ground a SLM in oil-and-gas...	30	Emerging	5	Python
68	punpunzaz10/TADFormer Efficiently implement multi-task learning with TADFormer, a task-adaptive...	30	Emerging	2	Python
69	Cobbson12gh/D-FINE D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution...	30	Emerging	2	Python
70	linhlpv/awesome-offline-to-online-RL-papers A list of Offline to Online RL papers (continually updated)	30	Emerging	82	—
71	Mintzs/oogaboogalm We have caveman system prompts and skills for AI models to reduce token use,...	29	Experimental	29	—
72	Zyora-Dev/zse The inference engine the open-source world built for itself.	28	Experimental	147	Python
73	ManojkumarMangalore/Qwen-Image-Edit-2509-LoRAs-Fast 🎨 Enhance images quickly with Qwen-Image-Edit-2509-LoRAs-Fast, a web app...	28	Experimental	2	Python
74	kontextox/datasety CLI tool for dataset preparation: resize, align, caption, shuffle,...	26	Experimental	2	Python
75	srk0102/AnimTOON AI model that animates any SVG into Lottie with 3-4x fewer tokens than...	26	Experimental	5	Python
76	just-stuff-tm/mesh-data Public Dataset of Meshcore network coverage scans collected via the link below	26	Experimental	2	HTML
77	FabianCormier/Cross-Domain-transfer-learning-from-Human-Motion-to-Robot-Fault-Detection The code trains an LSTM-based residual model on human motion data and...	25	Experimental	5	Jupyter Notebook
78	ByteStack-Labs/slm-autopsy Reproducible diagnostic investigation of a fine-tuned SLM that scored 99.75%...	25	Experimental	3	Python
79	SwanHubX/pytrio-skill Claude Code Skill for PyTRIO SDK — teach AI coding agents to write correct...	25	Experimental	4	Shell
80	harsh-raj-singh/lora LoRA from scratch with rank ablations, benchmark artifacts, and GPT-2...	24	Experimental	2	Python
81	sclmoss/MiniSolarMesh 🌞 Build low-power LoRa mesh nodes with integrated solar charging, battery...	23	Experimental	2	—
82	sanket-006/meshtile Serve RF signal coverage tiles for Meshtastic mesh networks by computing...	22	Experimental	2	TypeScript
83	s1vax/Meshtastic Here you can find the information about how to start and use the Meshtastic...	17	Experimental	4	—