Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
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🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
- adapter
- diffusion
- llm
- parameter-efficient-learning
TranslatedChinese LLaMA & Alpaca LLMs + local CPU/GPU training and deployment
- llm
- plm
- pre-trained-language-models
- alpaca
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
- gpt-2
- adaptation
- language-model
- gpt-3
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!
ESP32 using MicroPython meets LoRa and LoRaWAN.
Semtech SX126X LoRa driver for Micropython and CircuitPython.
- sx126x
- sx1261
- sx1262
- sx1268
SX127x (LoRa transceiver) driver for (Micro)Python on ESP8266/ESP32/Raspberry_Pi
- lora
- sx127x
- sx1278
- micropython
Datalogger for MicroPython and CPython.
- micropython
- datalogger
- esp32
- mqtt
MicroPython LoRa EBYTE E220 LLCC68 device library complete and tested with Arduino, esp8266, esp32, STM32 and Raspberry Pi Pico (rp2040 boards).
- arduino
- arduino-samd-boards
- e220
- ebyte
A MicroPython class for the Ebyte E22 Series LoRa modules
MicroPython LoRa EBYTE E22 device library complete and tested with Arduino SAMD, esp8266, esp32, Raspberry, rp2040 and STM32. sx1262/sx1268
This library implements the EBYTE LoRa E32 Series for MicroPython.
Conflict-free merge for DataFrames, JSON, ML models & distributed agents — powered by CRDTs. The first merge library where every operation is mathematically guaranteed to converge.
- collaborative-editing
- conflict-resolution
- crdt
- data-engineering