controlnet-colab
llama.cpp
controlnet-colab | llama.cpp | |
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9 | 775 | |
514 | 57,463 | |
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3.3 | 10.0 | |
11 months ago | 3 days ago | |
Jupyter Notebook | C++ | |
The Unlicense | MIT License |
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controlnet-colab
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ChatGPT's API Is So Good and Cheap, It Makes Most Text Generating AI Obsolete
Here's a few bonus OpenAI charcuterie: https://twitter.com/minimaxir/status/1633635144249774082
1. I used a ControlNet Colab from here based on SD 1.5 and the original ControlNet app: https://github.com/camenduru/controlnet-colab
2. Screenshotted a B/W OpenAI logo from their website.
3. Used the Canny adapter and the prompt: charcuterie board, professional food photography, 8k hdr, delicious and vibrant
Now that ControlNet is in diffusers, my next project will be creating an end-to-end workflow for these types of images.
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Groove street, control net on Google collabs, details on the images
I get this link on this GitHub page: https://github.com/camenduru/controlnet-colab
- is controlnet available using google colab?
- When I say MINDBLOWING, I mean it!! New experiments. 100% SD generated. A1111.
- Is there any Colab book to try out ControlNet
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ControlNet Colab fp16 models with Automatic 1111 GUI
Camenduru made a repository on github with all his colabs adapted for ControlNet, check it here
- ControlNet Colab now more than 65 models please try it 🐣
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Google Colab notebook for controlling Stable Diffusion with an input image using various ControlNet models. This example used the Scribble ControlNet model with the image on the left plus the text prompt "cute puppy" to generate the image on the right. See comment for links.
This unofficial GitHub repo added a link to this Colab notebook for transferring control to other Stable Diffusion models. I haven't tried it.
llama.cpp
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Ask HN: Affordable hardware for running local large language models?
Yes, Metal seems to allow a maximum of 1/2 of the RAM for one process, and 3/4 of the RAM allocated to the GPU overall. There’s a kernel hack to fix it, but that comes with the usual system integrity caveats. https://github.com/ggerganov/llama.cpp/discussions/2182
- Xmake: A modern C/C++ build tool
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Better and Faster Large Language Models via Multi-Token Prediction
For anyone interested in exploring this, llama.cpp has an example implementation here:
https://github.com/ggerganov/llama.cpp/tree/master/examples/...
- Llama.cpp Bfloat16 Support
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Fine-tune your first large language model (LLM) with LoRA, llama.cpp, and KitOps in 5 easy steps
Getting started with LLMs can be intimidating. In this tutorial we will show you how to fine-tune a large language model using LoRA, facilitated by tools like llama.cpp and KitOps.
- GGML Flash Attention support merged into llama.cpp
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Phi-3 Weights Released
well https://github.com/ggerganov/llama.cpp/issues/6849
- Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding
- Llama.cpp Working on Support for Llama3
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Embeddings are a good starting point for the AI curious app developer
Have just done this recently for local chat with pdf feature in https://recurse.chat. (It's a macOS app that has built-in llama.cpp server and local vector database)
Running an embedding server locally is pretty straightforward:
- Get llama.cpp release binary: https://github.com/ggerganov/llama.cpp/releases
What are some alternatives?
sd-webui-controlnet - WebUI extension for ControlNet
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
bloop - bloop is a fast code search engine written in Rust.
gpt4all - gpt4all: run open-source LLMs anywhere
gif2gif - Automatic1111 Animated Image (input/output) Extension
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
ControlNet - Let us control diffusion models!
GPTQ-for-LLaMa - 4 bits quantization of LLaMA using GPTQ
unprompted - Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.
ggml - Tensor library for machine learning
gpt_index - LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. [Moved to: https://github.com/jerryjliu/llama_index]
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM