Firas Obeid's repositories
Language-Models-Research
Byte-level language model for event driven trading using UTF-8 encoding of financial news headlines for pre-training an LSTM architecture for transfer learning for classification tasks.
Educator_Conference_2023
ENGAGING TECH STUDENTS PAST TRADITIONAL HANDS ON
autotrain-advanced
🤗 AutoTrain Advanced
awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
codellama
Inference code for CodeLlama models
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI đź”— https://microsoft.github.io/generative-ai-for-beginners/
jupyter-ai
A generative AI extension for JupyterLab
LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
local-llms-analyse-finance
In this project, I explored how local LLMs can be used to label data and support analyses. Specifically, I used Llama2 model to automatically categorise my bank transaction data.
magicoder
Magicoder: Source Code Is All You Need
minbpe
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
mlflow
Open source platform for the machine learning lifecycle
NeMo
NeMo: a toolkit for conversational AI
openai-cookbook
Examples and guides for using the OpenAI API
pdoc
:snake: :arrow_right: :scroll: Auto-generate API documentation for Python projects
pygwalker
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
quantile-forest
Quantile Regression Forests compatible with scikit-learn.
Scrapegraph-ai
Python scraper based on AI
streaming-llm
Efficient Streaming Language Models with Attention Sinks
SWE-agent
SWE-agent: Agent Computer Interfaces Enable Software Engineering Language Models
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
weaviate
Weaviate is an open source vector database that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.
xlstm-resources
Resources about xLSTM by Sepp Hochreiter