# AI
# Learn
- https://wandb.ai/fully-connected
- What I Learned About Fine-tuning Stable Diffusion https://harrywang.me/sd
- Efficient Large Language Model training with LoRA and Hugging Face https://www.philschmid.de/fine-tune-flan-t5-peft
- Deep learning operations reinvented https://github.com/arogozhnikov/einops
- Machine Learning Compilation https://mlc.ai/
- Numbers every LLM Developer should know https://github.com/ray-project/llm-numbers
- Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI https://github.com/GoogleCloudPlatform/generative-ai
- The basics of neural networks, and the math behind how they learn: https://www.3blue1brown.com/topics/neural-networks
- Collection of important articles to be treated as a textbook https://github.com/dmarx/anthology-of-modern-ml
- Deep Dive into LLMs like ChatGPT: https://youtu.be/7xTGNNLPyMI?si=l5eA8xy9W_4A-02B
# Books
# Frameworks
- https://github.com/tinygrad/tinygrad
- https://github.com/jlowin/fastmcp
- https://github.com/lastmile-ai/mcp-agent
- https://github.com/BoundaryML/baml
# Models
# Text to Image
- Illusion Diffusion: https://github.com/tancik/Illusion-Diffusion/blob/main/IllusionDiffusion.ipynb
- 1 click SD colab https://github.com/nolanaatama/sd-1click-colab
- https://github.com/diff-usion/Awesome-Diffusion-Models
- With animation: https://animatediff.github.io/
- https://github.com/black-forest-labs/flux
# Text to Text
# Text to Voice
- https://github.com/serp-ai/bark-with-voice-clone
- https://seamless.metademolab.com/
- https://models.ai4bharat.org/
- https://docs.google.com/spreadsheets/d/1tAUaQrEHYgRsm1Lvrnj14HFHDwJWl0Bd9x0QePewNco/edit#gid=1227575351
# Text to Music
- https://github.com/facebookresearch/audiocraft
- https://mubert.com/
- https://github.com/archinetai/audio-ai-timeline
- https://github.com/Audio-AGI/WavJourney
# Text to Video
- https://github.com/TaylorTheDeveloper/Stable-Diffusion-Animation-Processing
- https://github.com/facebookresearch/AnimatedDrawings
# Text to 3D
# Image to Image
- https://github.com/prasunroy/pose-transfer
- https://github.com/anopara/genetic-drawing
- https://github.com/black-forest-labs/flux
- https://github.com/snap-research/stable-flow
# Finetuning
- https://github.com/devilismyfriend/StableTuner
- https://dushyantmin.com/fine-tuning-stable-diffusion-v20-with-dreambooth
- https://thenumb.at/Neural-Graphics/
# Visual Classification
- https://github.com/IDEA-Research/Grounded-Segment-Anything
- https://github.com/facebookresearch/ImageBind
- https://www.profanity.dev/
# GPU
- https://github.com/run-house/runhouse
- https://www.runpod.io/
- https://www.paperspace.com/
- https://oblivus.com/
- https://nlpcloud.com/
- https://tost.ai (non-profit)
# GPU less
# AI and NixOS
# Tools
- Label image data: https://myvision.ai/
- Image processing: https://github.com/cvzone/cvzone
- Streaming data processing: https://github.com/google/mediapipe
- All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows: https://github.com/neuml/txtai
- https://www.lemonfox.ai/apis
- https://www.supertranslate.ai/
- https://github.com/huggingface/trl
- https://github.com/linkedin/Liger-Kernel
- Detect file content types with deep learning: https://github.com/google/magika
- real time face swap and one-click video deepfake with only a single image
- Everything you need to build state-of-the-art foundation models, end-to-end: https://github.com/oumi-ai/oumi
# Playground
- LLMs with MCP: https://playground.ai.cloudflare.com/
# Indian Initiatives
- Data: https://opencity.in/
- Data: https://data.gov.in/
- Data: https://www.indiabudget.gov.in/
- Data: https://pib.gov.in/indexd.aspx
- Data: https://sansad.in/poi/knowledge-centre
- Inferance APIs https://app.swaggerhub.com/apis/ulca/ULCA/0.8.0
- AI4Bharat Discord Server - https://discord.com/invite/3xSVWX9bER
- https://ai4bharat.iitm.ac.in/
- https://bhashini.gov.in/
# Knowledge Graphs
- https://www.microsoft.com/en-us/research/blog/lazygraphrag-setting-a-new-standard-for-quality-and-cost/
- https://github.com/getzep/graphiti
# Others
Also See: