News
Federated Fine-tuning of LLMs with Private Data
4+ hour, 5+ min ago (24+ words) Deep Learning. AI " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO...
Building Code Agents with Hugging Face smolagents
11+ mon, 3+ week ago (313+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Understand the architecture and benefits of code agents that write code to perform tasks, compare them to traditional tool-calling agents, and learn when to use each…...
Building AI Browser Agents
4+ hour, 5+ min ago (327+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Instructors: Div Garg, Naman Garg Earn an accomplishment with PRO Learn the fundamentals of autonomous web agents, what they are, how they work, their limitations, and the decision-making strategies taken to…...
Agentic Knowledge Graph Construction
4+ hour, 5+ min ago (280+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Design specialized agents that identify the user's goal, and suggest what nodes and relationships to extract from relevant structured and unstructured data. Implement the multi-agent system…...
Retrieval Optimization: Tokenization to Vector Quantization
4+ hour, 5+ min ago (285+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Learn how tokenization works in large language and embedding models and how the tokenizer can affect the quality of your search. Explore how different tokenization techniques…...
Agent Memory: Building Memory-Aware Agents
4+ hour, 5+ min ago (273+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Understand why stateless agents fail at long-horizon tasks and how memory-first architecture gives agents persistence and the ability to learn across sessions. Build a Memory Manager…...
Getting Structured LLM Output
1+ year, 2+ week ago (259+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Instructors: Will Kurt, Cameron Pfiffer Earn an accomplishment with PRO Get an overview of structured output generation, its importance, and the different approaches to generating them. Build a social media agent…...
Introducing Multimodal Llama 3. 2
4+ hour, 5+ min ago (297+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Explore the features of the new Llama 3. 2 model, from image classification, vision reasoning to tool use. Learn the details of Llama 3. 2 prompting, tokenization, built-in and custom…...
Pydantic for LLM Workflows
8+ mon, 3+ week ago (433+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Use Pydantic to generate structured outputs from LLMs, ensuring the responses follow a specific format that your application can reliably process. Learn data validation skills to…...
Prompt Compression and Query Optimization
4+ hour, 5+ min ago (164+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Learn how to use pre-filtering, post-filtering, and projection techniques for faster query processing and optimized query output. Use prompt compression techniques to reduce the length of…...