Ali Shafique – Medium

Ali Shafique

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Ali Shafique

LLM Evaluations Hub

This repository is dedicated to the comprehensive list of evaluation tools for large language models (LLMs). It includes a diverse set of…

May 30

LLM Evaluations Hub

May 30

Pinned

Ali Shafique

Distributed training of LLM using deepspeed for text classification task

Training or fine-tuning Large Language Models (LLMs) involves dealing with incredibly large models and datasets. These models can have…

Apr 25

Distributed training of LLM using deepspeed for text classification task

Apr 25

Ali Shafique

LLM Prompt Engineering Techniques and Best Practices

What is Artificial Intelligence?

Jun 29

LLM Prompt Engineering Techniques and Best Practices

Jun 29

Ali Shafique

Finetuning of LLM (model: T5–3b) on single GPU using QLoRA for summarization task.

Large Language Models (LLMs) have achieved a significant advancement in the field of natural language processing. Models such as Google’s…

Apr 30

Finetuning of LLM (model: T5–3b) on single GPU using QLoRA for summarization task.

Apr 30

Ali Shafique

Efficient inference optimizations and benchmark of the model using post-training quantization.

Deep learning is becoming popular nowadays. It is being used in different applications such as classification, segmentation, pose…

Apr 30

Efficient inference optimizations and benchmark of the model using post-training quantization.

Apr 30

Ali Shafique

PyTorch training optimizations: 5× throughput with GPU profiling and memory analysis.

Training optimization techniques are critical in machine learning because they enhance efficiency, speed up convergence, ensure stability…

Apr 29

PyTorch training optimizations:
5× throughput with GPU profiling and memory analysis.

Apr 29

Ali Shafique

Ali Shafique

Large Language Models (text, vision), Machine Learning, MLOps, and Parallel Computing ; https://alishafique3.github.io/

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