Applied LMs Frameworks Tips and Tricks Web3

Applied LMs

(large or small) language models, applied to real world problems

image illustrating needle in a haystack retrieval with 1M context window

Applied LMs

Helping AI Agents Remember

Memory is more than needles in a haystack

Diagram showing agentic behavior with three separate language models interacting. From https://arxiv.org/abs/2303.11366

Applied LMs

Reflexion: Agents in Action

Actor, Evaluator and Self-Reflector - Agents beyond ReAct

image comparing JSON and YAML token usage

Applied LMs

Structured Output: YAML vs JSON

Does it matter?

December 3rd, 2024

Applied LMs

HuggingFace Inference on SageMaker - TGI

Beyond HuggingFaceModel(...).deploy()

January 26th, 2024