The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →
Top 23 Lora Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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OpenMQTTGateway
MQTT gateway for ESP8266 or ESP32 with bidirectional 433mhz/315mhz/868mhz, Infrared communications, BLE, Bluetooth, beacons detection, mi flora, mi jia, LYWSD02, LYWSD03MMC, Mi Scale, TPMS, BBQ thermometer compatibility & LoRa.
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xTuring
Build, customize and control you 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
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Alpaca-CoT
We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台,我们欢迎开源爱好者发起任何有意义的pr!
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Reticulum
The cryptography-based networking stack for building unstoppable networks with LoRa, Packet Radio, WiFi and everything in between.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
I'd like to share with you today the Chinese-Alpaca-Plus-13B-GPTQ model, which is the GPTQ format quantised 4bit models of Yiming Cui's Chinese-LLaMA-Alpaca 13B for GPU reference.
Depends what model you want to train, and how well you want your computer to keep working while you're doing it.
If you're interested in large language models there's a table of vram requirements for fine-tuning at [1] which says you could do the most basic type of fine-tuning on a 7B parameter model with 8GB VRAM.
You'll find that training takes quite a long time, and as a lot of the GPU power is going on training, your computer's responsiveness will suffer - even basic things like scrolling in your web browser or changing tabs uses the GPU, after all.
Spend a bit more and you'll probably have a better time.
[1] https://github.com/hiyouga/LLaMA-Factory?tab=readme-ov-file#...
Project mention: DECT NR+: A technical dive into non-cellular 5G | news.ycombinator.com | 2024-04-02This seems to be an order of magnitude better than LoRa (https://lora-alliance.org/ not https://arxiv.org/abs/2106.09685). LoRa doesn't have all the features this one does like OFDM, TDM, FDM, and HARQ. I didn't know there's spectrum dedicated for DECT use.
Diffusion unet has an "extended" version nowadays that applies to the resnet part as well as the cross-attention: https://github.com/cloneofsimo/lora
What do you think about https://docs.openmqttgateway.com/ ?
Just put the firmware builds under https://github.com/ExpressLRS/ExpressLRS/releases
Project mention: Show HN: Extend Zigbee sensor range with LoRaWAN | news.ycombinator.com | 2024-03-18This is a fantastic idea, thanks for sharing. I feel like LoRaWAN and LoRAMESH are the perfect solution for shuffling messaging around for home and property sensors, easily traversing a couple miles in poor conditions.
Prior to seeing this I was thinking about how to use the Meshtastic [0] project to fundamentally provide simple UDP services for message brokering over LoRa. There are so many sensors that could easily hook or connect to devices acting as network routers that could bridge other protocols across long distances very easily.
Have you looked at doing something similar with ZWave at all?
[0] https://meshtastic.org/
Project mention: I'm developing an open-source AI tool called xTuring, enabling anyone to construct a Language Model with just 5 lines of code. I'd love to hear your thoughts! | /r/machinelearningnews | 2023-09-07Explore the project on GitHub here.
Project mention: Ask HN: AI/ML papers to catch up with current state of AI? | news.ycombinator.com | 2023-12-15LongAlpaca / One of many ways to extend context, and a useful dataset / https://arxiv.org/abs/2309.12307
Project mention: Building an occupancy sensor with a $5 ESP32 and a serverless DB | news.ycombinator.com | 2023-11-13Theres this using ESP32 and LoRa, where you can order readymade hardware: https://cyberman54.github.io/ESP32-Paxcounter/
Project mention: Meshtastic: An open source, off-grid, decentralized, mesh network | news.ycombinator.com | 2023-12-31Any views/comparison reagarding freakwan versus reticulum https://github.com/markqvist/Reticulum ?
Project mention: Accelerating Stable Video Diffusion 3x Faster with OneDiff DeepCache and Int8 | news.ycombinator.com | 2024-01-29--output-video path/to/output_image.mp4
Run with ComfyUI
Run with OneDiff workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...
Run with OneDiff + DeepCache workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...
The use of Int8 can be referenced in the workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...
Project mention: Now You Can Full Fine Tune / DreamBooth Stable Diffusion XL (SDXL) with only 10.3 GB VRAM via OneTrainer | dev.to | 2024-03-25Used SG161222/RealVisXL_V4.0 as a base model and OneTrainer to train on Windows 10 : https://github.com/Nerogar/OneTrainer
Project mention: Punica: Serving multiple LoRA finetuned LLM as one | news.ycombinator.com | 2023-11-08
Lora related posts
- Now You Can Full Fine Tune / DreamBooth Stable Diffusion XL (SDXL) with only 10.3 GB VRAM via OneTrainer
- Show HN: Extend Zigbee sensor range with LoRaWAN
- You can now train a 70B language model at home
- Amateur Radio Fatalism
- Wars LoRa Birdhouse Project
- Meshtastic: An open source, off-grid, decentralized, mesh network
- T-Mobile introduce fines from Jan 1 for "Code of Conduct" violations
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A note from our sponsor - WorkOS
workos.com | 25 Apr 2024
Index
What are some of the best open-source Lora projects? This list will help you:
Project | Stars | |
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1 | Chinese-LLaMA-Alpaca | 17,251 |
2 | LLaMA-Factory | 17,050 |
3 | stable-diffusion-webui-colab | 15,237 |
4 | peft | 13,783 |
5 | LoRA | 8,956 |
6 | BELLE | 7,516 |
7 | lora | 6,579 |
8 | OpenMQTTGateway | 3,421 |
9 | ExpressLRS | 3,098 |
10 | Anima | 2,787 |
11 | firmware | 2,702 |
12 | xTuring | 2,515 |
13 | Alpaca-CoT | 2,463 |
14 | LongLoRA | 2,432 |
15 | adapters | 2,382 |
16 | ESP32-Paxcounter | 1,651 |
17 | Reticulum | 1,530 |
18 | onediff | 1,194 |
19 | Lua-RTOS-ESP32 | 1,147 |
20 | OneTrainer | 1,100 |
21 | lorawan-server | 914 |
22 | lorawan-stack | 902 |
23 | punica | 803 |
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