Szymon PaluchainTowards Data ScienceRunning a SOTA 7B Parameter Embedding Model on a Single GPURunning Qwen2 on SageMakerAug 9Aug 9
Szymon PaluchaUnderstanding OpenAI’s CLIP modelCLIP was released by OpenAI in 2021 and has become one of the building blocks in many multimodal AI systems that have been developed since…Feb 242Feb 242
Szymon PaluchaText Summarisation with Pointer Generator NetworksIn this post I want to explain the details from “Get To The Point: Summarization with Pointer Generator Networks”. This is an older paper…Jun 9, 20221Jun 9, 20221
Szymon PaluchainAWS TipHow to use environment variables in Amazon SageMaker and Apache AirflowRecently, I tried to use the SummEval package to get some evaluation metrics for a text summarisation model. Annoyingly, this package…Dec 20, 20211Dec 20, 20211
Szymon PaluchaNice article! I am new to typescript and this helped me lots.I ran into a few issues running this locally so thought that I will post them here if anyone else runs into the same problems. I was…Dec 14, 2021Dec 14, 2021
Szymon PaluchainPython in Plain EnglishResolving the Fatal Python Error when using PyGreSQLThis article is dedicated to explaining, reproducing and resolving the “Fatal Python Error: deallocating None” which can happen while…Dec 1, 2020Dec 1, 2020
Szymon PaluchainDev GeniusUsing Python’s built-in functions and librariesI have been coding in Python for over a year now and I’m always on the lookout for writing more Pythonic code. I wanted to share some…Jun 21, 2020Jun 21, 2020
Szymon PaluchainAnalytics VidhyaFaking Redis/PostgreSQL connections while testing with Pytest in PythonI recently had to write some Python unit tests for functions that use Redis and PostgreSQL databases to store data. To achieve this I had…Jan 2, 2020Jan 2, 2020