corenet
examples
corenet | examples | |
---|---|---|
6 | 7 | |
6,672 | 2,525 | |
12.4% | 3.6% | |
7.1 | 9.3 | |
20 days ago | 3 days ago | |
Python | Jupyter Notebook | |
GNU General Public License v3.0 or later | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
corenet
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Apple to Power AI Features with M2 Ultra Servers
Some likely candidates are the existing open source tools their ML team has released:
- CoreNet, a training toolchain developed by their ML teams: https://github.com/apple/corenet. It's built on PyTorch, but uses MLX
- MLX, Apples internal array processing framework which is C/C++/Swift (https://pypi.org/project/mlx/).
- CoreML tools, their python package for accessing the lower-level CoreML APIs (https://github.com/apple/coremltools)
- FLaNK AI Weekly for 29 April 2024
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Apple releases CoreNet, a library for training deep neural networks
The interface looks very Apple as well. Looks like you create a config file, and you already have a model in mind with the hyperparameters with a simple interface. How useful is this to researchers trying to hack the model architecture?
One example: https://github.com/apple/corenet/tree/main/projects/clip#tra...
examples
- RAG with Groq and Llama 3
- Alternative Chunking Methods
- FLaNK AI Weekly for 29 April 2024
- I’m working on making a ChatGPT app with long term memory
- I gave GPT-4 persistent memory and the ability to self improve
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Cheating Is All You Need
https://github.com/openai/openai-cookbook/blob/main/examples...
https://github.com/pinecone-io/examples/blob/master/generati...
https://www.pinecone.io/learn/openai-gen-qa/
https://www.youtube.com/watch?v=tBJ-CTKG2dM&t=787s&ab_channe...
There are more out there but hopefully this gets you started.
- Dev Diary #13 - Cloud Vector DB
What are some alternatives?
openai-cookbook - Examples and guides for using the OpenAI API
AssistGPT - A GPT client with long term memory
gptchat - A GPT-4 client which gives your favourite AI a memory and tools for self-improvement
MiniCPM-V - MiniCPM-Llama3-V 2.5: A GPT-4V Level Multimodal LLM on Your Phone
frawk - an efficient awk-like language