SlashML Blog
AutoGen vs SmolAgents?
A Practical Comparison of Agent Frameworks
Feb 17, 2025
An AI Assistant for Real-World Business Challenges
Bringing Data Analysis to Everyone
Feb 10, 2025
Host Deepseek R1 Distilled Llama-8b on GCP Vertex AI
A step-by-step tutorial
Jan 29, 2025
Host Deepseek R1 Distilled Llama-8b on AWS Sagemaker
Step-by-step tutorial
Jan 28, 2025
Safe AI Code Execution
Safely run LLM-code in an isolated Docker environment.
Jan 24, 2025
Deploying Agents to Google Cloud
deploy an example AutoGen agent to Google Cloud Run
Jan 23, 2025
Building Agents with AutoGen
Example autogen application
Jan 19, 2025
Deploying Qwen2.5 on AWS
in 10 seconds!!!
Jan 8, 2025
Deploying Llama3 on Azure
step-by-step guide
Jan 5, 2025
Deploying Llama3.1 on GCP Vertex AI
step-by-step guide
Jan 4, 2025
Deploying Llama3.1 on Amazon Sagemaker
step-by-step guide
Jan 3, 2025
The Rise of AI Prompting
From GPT-2 to GPT-3 and beyond
Dec 12, 2024
A Comprehensive Guide to Prompt Engineering
Best Practices, Pitfalls and more
Nov 28, 2024
Agentic Finetuning
Small Specialized Models is All You Need
Nov 22, 2024
Deploying AI Models Privately
Hard but Not Anymore!
Nov 5, 2024
A high level overview of text-to-sql distillation
Transforming a schema into a model
Nov 2, 2024
A technical reference guide for fine-tuning
The only reference guide you will ever need for fine-tuning
Oct 31, 2024
Deploying Llama 3.2 11B on AWS: A Step-by-Step Guide
how to deploy a llama-3-2 11B model on AWS
Sep 25, 2024
Deploying Llama-3 70B on AWS
Tutorial about deploying llama-3-1 70B on AWS
Jun 20, 2024
Deploying Llama-3-1 8B on AWS
Tutorial about deploying llama-3-1 8B on AWS
Jun 10, 2024
Streamlining Model Deployment
Towards an ideal tool for open-source model deployment
Dec 17, 2023
Introducing SlashML
Whats SlashML
Nov 30, 2023