ai-notes
mamba-minimal
ai-notes | mamba-minimal | |
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15 | 2 | |
4,554 | 2,252 | |
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9.8 | 6.6 | |
8 days ago | about 2 months ago | |
HTML | Python | |
MIT License | Apache License 2.0 |
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ai-notes
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Minimal implementation of Mamba, the new LLM architecture, in 1 file of PyTorch
the field just moves fast. I have curated a list of non-hypey writers and youtubers who explain these things for a typical SWE audience if you are interested. https://github.com/swyxio/ai-notes/blob/main/Resources/Good%...
- SDXL Turbo: A Real-Time Text-to-Image Generation Model
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DeepEval – Unit Testing for LLMs
added to my notes! https://github.com/swyxio/ai-notes/
- ChatGPT Code Interpreter Capabilities
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Google just released a 100% free learning path on Generative AI with 9 Courses
and here are mine, organized by beginner/intermediate/advanced
https://github.com/swyxio/ai-notes/blob/main/README.md#top-a...
and then you can go into the individual modality specific notes for more reading
- Show HN: Self-host Whisper As a Service with GUI and queueing
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Show HN: YouTube Summaries Using GPT
there's https://learnprompting.org/
i've also been keeping a popular series of notes https://github.com/sw-yx/ai-notes/blob/main/TEXT_PROMPTS.md
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Show HN: I reverse prompt engineered every Notion AI feature
Direct link to the source prompts are here: https://github.com/sw-yx/ai-notes/blob/main/Resources/Notion...
- GitHub - sw-yx/prompt-eng: notes for prompt engineering
- My hand-curated list of major distros and forks of Stable Diffusion. Please suggest anything I missed!
mamba-minimal
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Minimal implementation of Mamba, the new LLM architecture, in 1 file of PyTorch
If a variable contains batch size, then name it accordingly — batch_size.
And no glossary needed, KISS
https://github.com/johnma2006/mamba-minimal/blob/82efa90919c...
What are some alternatives?
text2image-gui - Somewhat modular text2image GUI, initially just for Stable Diffusion
llm.f90 - LLM inference in Fortran
diffusionbee-stable-diffusion-ui - Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.
curated-transformers - 🤖 A PyTorch library of curated Transformer models and their composable components
m1_huggingface_diffusers_demo - Demo of how to get HuggingFace Diffusers working on an M1 Mac
stable-diffusion-ui - Easiest 1-click way to install and use Stable Diffusion on your computer. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image. [Moved to: https://github.com/easydiffusion/easydiffusion]
perceiver-pytorch - Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
stable-diffusion - A latent text-to-image diffusion model
rocm-build - build scripts for ROCm
stable-diffusion-webui - Stable Diffusion web UI [Moved to: https://github.com/Sygil-Dev/sygil-webui]
InvokeAI - InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.