marktechpost

An End-to-End Coding Guide to NVIDIA KVPress for Long-Context LLM Inference, KV Cache Compression, and Memory-Efficient Generation

In this tutorial, we take a detailed, practical approach to exploring NVIDIA’s KVPress and understanding how it can make long-context language model inference more efficient. We begin by setting up ...
GitHub

SageMaker LLM Inference Optimizer

14 configurations benchmarked across 3 backends (vLLM, TensorRT-LLM, llama.cpp), 5 model variants, GPU and CPU instance types. 54 metric rows collected, 50 with finite cost. Lowest cost/token overall ...
marktechpost

How to Combine Google Search, Google Maps, and Custom Functions in a Single Gemini API Call With Context Circulation, Parallel Tool IDs, and Multi-Step Agentic Chains

In this tutorial, we explore the latest Gemini API tooling updates Google announced in March 2026, specifically the ability to combine built-in tools like Google Search and Google Maps with custom ...
GitHub

test_context_manager_enhanced.py

"""Test cases for enhanced context management functionality.""" assert self.context_manager.compression_threshold == 0.8 assert self.context_manager.pruning_threshold == 0.9 assert ...