List: Ml | Curated by Tony Mauro

Jan 5, 2025
14 stories
Ml
In
TDS Archive
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Aashish Nair
How I Built a Real-Time Weather Data Pipeline Using AWS—Entirely ServerlessA practical guide to leveraging AWS Lambda, Kinesis, and DynamoDB for real-time insights
Jan 2
4
Jan 2
4
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TDS Archive
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Thuwarakesh Murallie
I Fine-Tuned the Tiny Llama 3.2 1B to Replace GPT-4oIs the fine-tuning effort worth more than few-shot prompting?
Oct 15, 2024
30
Oct 15, 2024
30
Jeremy Arancio
Fine-tune your LLM with AWS Sagemaker: build the best D&D assistant with generative AIA walkthrough on how to leverage Sagemaker to perform supervised fine-tuning on large language models.
Aug 20, 2023
1
Aug 20, 2023
1
Jeremy Arancio
Fine-tune an LLM on your personal data: create a “The Lord of the Rings” storyteller.You can now fine-tune an LLM on your own private data, and keep control over your personal information without depending on OpenAI GPT-4.
May 23, 2023
5
May 23, 2023
5
 This story is no longer available
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TDS Archive
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Michał Marcińczuk, Ph.D.
Reducing the Size of Docker Images Serving Large Language ModelsHave you encountered a problem where a 1 GB transformer-based model increases even up to 8 GB when deployed using Docker containerization?
May 3, 2024
4
May 3, 2024
4
Prakhar Saxena
Finetuning Mixtral 7bx8This is a simple tutorial for fine-tuning Mixtral with one A100 (40GB) GPU. We will use qlora to fine-tune our model on this Shakespeare…
Jan 3, 2024
3
Jan 3, 2024
3
Incletech Admin
Fine-Tuning Llama-2 LLM on Google Colab: A Step-by-Step Guide.Llama, Llama, Llama: 🦙 A Highly Speakable Model in Recent Times. 🗣️ Llama 2: 🌟 It’s like the rockstar of language models, developed by…
Sep 18, 2023
6
Sep 18, 2023
6
Baichuan Sun
Deploy Controllable Generation for SDXL with T2I-Adapters on Amazon SageMaker4 days ago, Huggingface and Tencent announced T2I-Adapter for SDXL, an plug and play model provide guidance to SDXL 1.0, similar to…
Sep 12, 2023
Sep 12, 2023
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TDS Archive
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Luís Roque
Leveraging Llama 2 Features in Real-world Applications: Building Scalable Chatbots with FastAPI…An In-Depth Exploration: Open vs Closed Source LLMs, Unpacking Llama 2’s Unique Features, Mastering the Art of Prompt Engineering, and…
Jul 24, 2023
7
Jul 24, 2023
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Chris Kuo/Dr. Dataman
Fine-tuning a GPT — LoRAThis post explains the proven fine-tuning method LoRA, the abbreviation for “Low-Rank Adaptation of Large Language Models”. In this post…
Jun 19, 2023
4
Jun 19, 2023
4
Mick Vleeshouwer
How to create a private ChatGPT with your own dataLearn the architecture and data requirements needed to create your own Q&A engine with ChatGPT/LLMs.
Mar 27, 2023
27
Mar 27, 2023
27
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TDS Archive
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David Chong
How I Set Up My MacBook Pro As A ML Engineer in 2022A guide to getting your MacBook ready for ML development
Jul 1, 2022
3
Jul 1, 2022
3
In
TDS Archive
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Avi Chad-Friedman
Anomaly Detection in SQLHow to implement fast, powerful, anomaly detection models directly in the data warehouse
Mar 31, 2022
7
Mar 31, 2022
7