Manish PoddarLLM — Evaluation MetricsLarge language models are difficult to evaluate due to their non-deterministic and language-based outputs. Metrics like ROUGE and BLEU…4 min read·Jan 25, 2024----
Manish PoddarPowerful ways to remove hallucinations in prompt engineeringLarge language models (LLMs) are extremely useful tools, but they have some limitations in their knowledge and reasoning abilities that…5 min read·Jan 14, 2024----
Manish PoddarAn Introduction To Different Prompting TechniquesPrompt engineering is an emerging field that involves carefully designing and optimizing prompts to get the most effective performance out…4 min read·Jan 6, 2024----
Manish PoddarPrompt Engineering for Large Language ModelsPrompt engineering is the systematic design and optimization of prompts to guide large language models (LLMs) to generate desired outputs…3 min read·Dec 30, 2023----
Manish PoddarHow to build Gesture Recognition system using deep learning models?10 min read·May 1, 2021----
Manish PoddarBuilding forecasting model using Vector Autoregression (VAR)In this blog post, I have described how to build a forecasting model using Vector autoregression(VAR).28 min read·Apr 25, 2021----
Manish PoddarGetting started with Exploratory Data AnalysisIn statistics, exploratory data analysis is an approach to analyzing data sets to summarize their main characteristics, often using…17 min read·Apr 20, 2021----
Manish PoddarHow to use Sagemaker endpoint for real time scoring?Once we have trained our ML model on Sagemaker. We need to host this model for scoring it as a real-time application. Along with the…2 min read·Apr 13, 2021----
Manish PoddarGetting started with NumpyNumPy is the fundamental package for scientific computing in Python. It is a Python library that provides a multidimensional array object…8 min read·Mar 22, 2021----
