Github README.md file.
Main Source:https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github/basic-writing-and-formatting-syntax References:
ComputingNotes
Streamlit, Gradio, Docker
Streamlit: Gradio Docker
Example code: Fine-tunning LLM using LoRA
Best resources:
Building Large Language Models (LLMs)
Pre-Training. Post-Training. Language Modeling. P(the, mouse, ate, the, cheese) = 0.02 – syntactic knowledgeP(the, the, mouse, ate,cheese) = 0.0001 – semantic knowledgeP(…) Auto-Reggressive (AR) language model: Predict next word. Steps: she likely prefers: tokenize -> 1 -she, 2-likely, 3-prefers => pass to blackbox model => get probability distribution over next word prediction – sample & ... Read More
Fine Tuning LLMs
Requirements: Challenges: Parameter Tuning: References:
What is Transformer?
Used by: Primary Innovations: Key Terms: Visual Explaination: Example:https://aws.amazon.com/what-is/transformers-in-artificial-intelligence/ References:
Matlab Basics
https://au.mathworks.com/help/satcom/gs/get-started-with-satellite-link-budget-app.html https://au.mathworks.com/help/satcom/gs/model-and-visualize-satelliteScenario.html https://au.mathworks.com/help/satcom/ref/satcom.satellitescenario.transmitter.html https://au.mathworks.com/help/satcom/ref/satellitelinkbudgetanalyzer-app.html
Socket Programming Python
https://builtin.com/data-science/python-socket
Qiskit Primitives
https://docs.quantum.ibm.com/api/qiskit/primitives
Socket Programming
https://docs.python.org/3/howto/sockets.html