meshtastic
communicating with and configuring Meshtastic devices
ruvector-sona
Self-Optimizing Neural Architecture - Runtime-adaptive learning for LLM routers with two-tier LoRA, EWC++, and ReasoningBank
hdds-micro
Embedded DDS for microcontrollers (ESP32, RP2040, STM32)
meshcore-rs
communicating with MeshCore companion radio nodes
donglora-mux
DongLoRa USB Multiplexer — share one dongle with multiple applications
peft-rs
Comprehensive PEFT (Parameter-Efficient Fine-Tuning) adapter library for Rust
dynamo-kv-hashing
Universal Request → PositionalLineageHash contract for KV cache identity across Dynamo (router, consolidator, kvbm, frameworks)
meshchat
A cross platform Iced Gui application for chatting on the Meshtastic LoRa MESH via connected Bluetooth LE radios
lora-packet
LoRaWAN 1.0/1.1 packet decoder and encoder with parse, build, MIC, and key derivation
metal-candle
Production-quality Rust ML crate for Apple Silicon - LoRA training, inference, and text generation using Candle with Metal backend
dualcss
Dual-CSS HF Mode — amateur-radio chirp-spread-spectrum HF modem with GUI, waterfall, FEC and PTT
qlora-rs
4-bit quantized LoRA (QLoRA) implementation with dual GGUF and Candle native export for Rust
micropelt
device communication definitions
donglora-bridge
Peer-to-peer LoRa bridge using iroh and DongLoRa
rylr998
Command-line tool to configure and exercise REYAX RYLR998 LoRa radio modules
meshexec
Manage remote devices over the Meshtastic mesh. Define command aliases, execute them remotely via private channels, and get output back in chunks
anima-tagger-cli
Command-line interface for anima-tagger: tag, caption, and export Stable Diffusion LoRA datasets
donglora-protocol
DongLoRa wire protocol types and COBS framing — shared between firmware and host crates
jammi-lora
Static-dispatch PEFT-style LoRA primitives for candle. Closed-enum dispatch, immutable construction, candle-native.
rullama-finetune
Cloud fine-tune APIs (OpenAI, Anthropic, Together, Fireworks, Anyscale, Bedrock, Vertex AI) for the rullama agent framework. Dataset pipelines live in
rullama-datasets; local LoRA/QLoRA/DoRA…
donglora-client
DongLoRa host library — connect, configure, send/receive LoRa packets (DongLoRa Protocol v2)
modelc
Compile model weight files to standalone executable binaries
jammi-encoders
Candle-native BERT-family encoders for sentence embeddings, with built-in PEFT support via jammi-lora
blazen-train
Local fine-tuning (SFT + LoRA) for Blazen
mttctl
A CLI tool for interacting with Meshtastic mesh networking devices
semtech_radios
Support for Semtech SX126x and SX128x LoRa radios
lora-modulation
A definition of LoRa modulation characteristics with minimal external dependencies
anima-tagger-gui
Desktop GUI for anima-tagger: curate Stable Diffusion LoRA datasets with an integrated tag/caption editor
anima-tagger-core
Data model, project config, and sidecar I/O for anima-tagger — a tag/caption editor for local Stable Diffusion LoRA datasets
must-hop
A multi hop network orchestrator, implementing LoRa functionality with lora-rs
pamoja-lora
LoRa link math for pamoja: exact time-on-air and duty-cycle off-time, so a long-range node stays within regulations and budgets its power, no_std and allocation-free
oxicuda-gen
Generative AI primitives for OxiCUDA: diffusion schedulers (DDPM/DDIM/DPM-Solver++/Flow Matching), classifier-free guidance, VAE codec, LoRA adapters, and score network building blocks — pure Rust…
oxicuda-peft
Parameter-Efficient Fine-Tuning primitives for OxiCUDA — LoRA, QLoRA, AdaLoRA, DoRA, IA³, Prefix-Tuning, P-Tuning v2, Prompt-Tuning, Houlsby/Pfeiffer/Parallel adapters, BitFit, Diff-Pruning
anima-tagger-captioner
Qwen3-VL ONNX image captioner used by anima-tagger, with an OpenAI-compatible HTTP backend as an alternative
plato-nervous
Room-specific model distillation for PLATO nervous system
sx1262
A embedded-hal driver for the Semtech SX1261/2 sub-GHz radio transceiver
anima-tagger-tagger
WD14-family ONNX image tagger used by anima-tagger
cera-wasm
wasm-bindgen browser/Node bindings for the cera inference engine
liblora
handle LoRa UART functionality
filament-link
Link establishment and encrypted channels for Filament network stack
filament-interfaces
Interface system for Filament cryptographic networking stack
sx127x-registers
Register bitfield types for the SX1276-7-8-9
meshtastic_protobufs
Meshtastic Protobuf definitions
rlx-voxtral-tts-train
RLX autodiff training for Voxtral voice cloning — codec encoder + LoRA
anima-tagger-booru
Danbooru-API tag fetcher used by anima-tagger to enrich sidecars with human-curated booru tags
lorawan-device
LoRaWAN device stack implementation
rlx-qwen3-tts-train
RLX MLX/Metal LoRA training for Qwen3-TTS talker (JFK custom voice)
sheaf-nn
Inference-only layers, encoders/decoders, and the Sheaf-ADMM model
embedded-lora-rfm95
A
no-std-compatible, opinionated driver for the RFM95 LoRa modem
rylr998-std
Blocking host-side driver for the REYAX RYLR998 LoRa radio module, built on
serialport
radio-sx128x
Driver for the Semtec sx1280 2.4GHz RF IC
sx126x
A driver for the SX126X Family of LoRa modems
rylr998-tokio
Async (Tokio) host-side driver for the REYAX RYLR998 LoRa radio module
brainwires-finetune
Cloud fine-tune APIs (OpenAI, Anthropic, Together, Fireworks, Anyscale, Bedrock, Vertex AI) + dataset pipelines for the Brainwires Agent Framework. Local LoRA/QLoRA/DoRA fine-tuning…
pmetal-py
Python bindings for PMetal — high-performance LLM fine-tuning on Apple Silicon
radio-sx127x
Rust driver for the Semtec SX127x Sub GHZ LoRa Radio ICs
sx127xlora
A no-std driver for the LoRa modem on Semtech Sx127x chips
chat-applefm
Apple on-device foundation model provider for chat-rs, built on the FoundationModels framework
blazen-llm-llamacpp-server
llama.cpp HTTP-server (llama-server) proxy provider for Blazen — OpenAI-compat + native completion + runtime LoRA adapter toggle
blazen-llm-vllm
vLLM OpenAI-compat + LoRA adapter management proxy provider for Blazen
loreyawen
An encrypted connection for low-datarate networks by piggybacking on LoRaWANs link encryption
blazen-llm-ollama
Ollama HTTP proxy provider for Blazen — generate/chat/embed + Modelfile-based LoRA adapter mounting
ghost-fabric
RF-isolation air-gap protocol over 915 MHz LoRa. Different axis than IP-network air-gapping.
theatron
Simulate, evaluate, and compare MAC-level LoRa protocols under adversarial conditions
rylr998-embassy
Embassy-based no_std driver for the REYAX RYLR998 LoRa radio module (RP2040 / RP2350 / any embedded-io-async UART)
sx127x
A no-std driver for Semtech Sx127x chips
ebyte-e32
Platform-agnostic driver for Ebyte E32 LoRa modules
scry-engine
Image generation pipeline engine — model registry, backend abstraction, parameter management
sx127x_lora
A platform-agnostic driver for Semtech SX1276/77/78/79 based boards
lora-e5
Tokio-based runtime and library for the SEEED LoRa-E5 module
ebyte-e32-ui
CLI + GUI for interacting with EByte E32 LoRa modules
unsloth-rs-core
Fast, efficient implementation of Unsloth optimization kernels and training loop in Rust
flesh
Flora's LowRes Extensible Super Highway
infernum-asmodeus
Model fine-tuning and adaptation layer - The King of Demons shapes minds
drogue-ttn
API mappings for the 'The Things Network'
haagenti-learning
Continuous learning and online adaptation for models
aprender-train
Training & Optimization library with autograd, LoRA, quantization, and model merging
rylr998-core
Hardware-agnostic protocol driver for the REYAX RYLR998 LoRa radio module
sdwebuiapi
interacting with openapi of AUTOMATIC1111/stable-diffusion-webui
cp-adapters
Knowledge adapter generation and composition via hypernetwork-produced LoRA weights
lora-phy
A LoRa physical layer implementation enabling utilization of a range of MCU/LoRa board combinations within embedded frameworks supporting embedded-hal-async
orouter-wireless
wireless protocol for Overline network
aprender-train-lora
LoRA/QLoRA configuration optimizer and memory planner
lr11xx
LR1110/LR1120/LR1121 driver
entrenar-lora
LoRA/QLoRA configuration optimizer and memory planner
sx13xx-conf
verifying SX13xx Configuration Files
drogue-rak811
Networking stack for RAK811 LoRa breakout board
lora-e5-cli
CLI tool for the SEEED LoRa-E5 module
entrenar-common
Shared infrastructure for entrenar CLI tools
rn2903
interface for the RN2903 LoRa module's serial protocol
lora_serial
Turn a Moteino M0 into a LoRa modem
lora-wan
LoRaWAN stack for RFM9x LoRa/FSK transceiver in native Rust
seeed-lora-e5-at-commands
AT commands for the Seeed LoRa-E5 module
rfm9x
LoRa/FSK transceiver driver for Raspberry Pi in native Rust
entrenar-bench
Distillation benchmarking and hyperparameter sweep tool
entrenar-distill
End-to-end knowledge distillation CLI
signalman
The radio-management application of the retinue family: the signal box for a household's radios
postilion
Shared radio-host library for the retinue family: the riding position inside the team
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