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Tag: llm

Quick Primer on LocalAI

In this primer, we will provide an overview of the LocalAI platform as well as get our hands dirty using the command-line as well as the Python SDK.

Here is the link to the article on LocalAI:

Quick Primer on LocalAI

Enjoy 🙂 !!!

Author bhaskar_sPosted on September 28, 2024Categories DeepLearning, Docker, LLM, LocalAITags deep-learning, docker, llm, localai

Understanding Model Quantization

In this article, we will understand the basics of model Quantization which allows one to shrink the size of any pre-trained LLM model.

Here is the link to the article on Quantization:

 Understanding Model Quantization

Enjoy 🙂 !!!

Author bhaskar_sPosted on July 27, 2024Categories DeepLearning, LLM, PythonTags deep-learning, llm, python

Quick Primer on Hugging Face

In this primer, we will provide an overview of the Hugging Face platform as well as get our hands dirty with some code samples on the various text processing tasks.

Here is the link to the article on Hugging Face:

Quick Primer on Hugging Face

Enjoy 🙂 !!!

Author bhaskar_sPosted on April 27, 2024July 27, 2024Categories DeepLearning, HuggingFace, LLM, PythonTags deep-learning, hugging-face, llm, python

Deep Learning – Understanding the Transformer Models

In this part of the Deep Learning series, we will dive deep into the different blocks of the Transformer model and unravel them to get a better grasp of their internals.

Here is the link to the article on understanding Transformers:

Deep Learning – Understanding the Transformer Models

Enjoy 🙂 !!!

Author bhaskar_sPosted on December 10, 2023Categories DeepLearning, LLMTags deep-learning, llm

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