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Cyberware Storage Unit For JP's Academic Projects & Personal Blog

Day 19 of 100 days of large language models

API response streaming for reducing perceived LLM latency

Posted on September 16, 2023

🐒 LLMs can be slow. Working on a recommender solution, beautiful output but oh my, the latency of API batch! [Read More]
Tags: learning personal 100 days of large language models natural language processing machine learning artificial intelligence

Day 18 of 100 days of large language models

Tip for LangChain

Posted on September 1, 2023

πŸ’‘ Tip for #langchain users: pip install -U langchain [Read More]
Tags: learning personal 100 days of large language models natural language processing machine learning artificial intelligence

Day 17 of 100 days of large language models

Fine-tuning LLaMa 7B on my home RTX3090

Posted on August 29, 2023

πŸ¦Έβ€β™‚οΈ Today I learned to fine-tune LLaMa 7B on my home RTX3090 GPU with 24GB VRAM, using QLoRA (Quantized Low-Rank Adaptation)! [Read More]
Tags: learning personal 100 days of large language models natural language processing machine learning artificial intelligence

Day 16 of 100 days of large language models

Completed LangChain & Vector Databases in production course

Posted on August 28, 2023

⚑️ Supercharged my learning with another LangChain course completed. 8 days of early starts, night sessions, one weekend, and 70(!) Python scripts later! [Read More]
Tags: learning personal 100 days of large language models natural language processing machine learning artificial intelligence

Day 15 of 100 days of large language models

⚠️ This is an LLM (not LLM) post!

Posted on August 19, 2023

πŸ‹οΈβ€β™€οΈ A fun yet intense week industrialising an LLM-driven app for customer recommendations alongside continuous learning and life stuff. [Read More]
Tags: learning personal 100 days of large language models natural language processing machine learning artificial intelligence
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Jon-Paul Boyd  •  2025