axolotl
artbot-for-stable-diffusion
| axolotl | artbot-for-stable-diffusion | |
|---|---|---|
| 29 | 85 | |
| 5,811 | 157 | |
| 9.3% | - | |
| 9.8 | 9.4 | |
| 5 days ago | about 1 month ago | |
| Python | TypeScript | |
| Apache License 2.0 | MIT License |
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axolotl
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Ask HN: Most efficient way to fine-tune an LLM in 2024?
The approach I see used is axolotl with QLoRA using cloud GPUs which can be quite cheap.
https://github.com/OpenAccess-AI-Collective/axolotl
- FLaNK AI - 01 April 2024
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LoRA from Scratch implementation for LLM finetuning
https://github.com/OpenAccess-AI-Collective/axolotl
- Optimized Triton Kernels for full fine tunes
- Axolotl
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Let’s Collaborate to Build a High-Quality, Open-Source Dataset for LLMs!
One option is to look at what Axolotl uses. They have a list of different dataset formats that they support. They're mostly in JSON with specific field names, so you could start putting a dataset together with a text editor or a JSON editor.
- Axolotl: Streamline fine-tuning of AI models
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Dataset Creation Tools?
You can save that overall set into a json file and load it up as training data in whatever you're using. I'm using axolotl for it at the moment. Though a GUI based option is probably best for the first couple of tries until you get a feel for the options.
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Progress on Reproducing Phi-1/1.5
Looking forward to the results! If it turns out the dataset is reproducible, then it might be a good candidate for ReLora training on axolotl!
artbot-for-stable-diffusion
- ArtBot for Stable Diffusion
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Show HN: I have created a free text-to-image website that supports SDXL Turbo
I am going to plug artbot, an actually free SD image generator: https://tinybots.net/artbot
The front end is all local, and the backend image generation run on volunteer hosts running on the AI Hoard. I donate my own 3090/2060 sometimes (albeit for text generation, not imagegen).
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NSFW AI Tools
No mention of the AI Horde anywhere?
https://tinybots.net/artbot
https://lite.koboldai.net/
- Run LLMs at home, BitTorrent‑style
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Stability AI releases its latest image-generating model, Stable Diffusion XL 1.0
This AI Horde UI has, IMO, some really good templates and suggestions:
https://tinybots.net/artbot
- SDXL 1.0 Release Candidate now in rotation on the AI Horde
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A prompt without a subject!
Tried just now and this is the result, i haven't clear what is the LSDR 3.75 parameter, im using https://tinybots.net/artbot
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[DISCUSSION] The delegitimization of AI art is nothing new...
Try either of these, they in theory would work on your phone or PC https://aqualxx.github.io/stable-ui/ https://tinybots.net/artbot
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Useful Links
ArtBot
- Sci-Fi posters
What are some alternatives?
signal-cli - signal-cli provides an unofficial commandline, JSON-RPC and dbus interface for the Signal messenger.
unprompted - Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.
gpt-llm-trainer
civitai - A repository of models, textual inversions, and more
LoRA - Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
ControlNet - Let us control diffusion models!
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
A1111-Web-UI-Installer - Complete installer for Automatic1111's infamous Stable Diffusion WebUI
LMFlow - An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
scribble-diffusion - Turn your rough sketch into a refined image using AI
koboldcpp - A simple one-file way to run various GGML and GGUF models with KoboldAI's UI
stable-diffusion-webui-colab - stable diffusion webui colab