Browsing: LLM

@dataclass class MemoryItem: memory_id: int topic: str entity: str slot: str value: str text: str def build_memory_bank() -> List[MemoryItem]: entities = [ { “entity”: “Astra”, “topic”:…

import numpy as np import matplotlib.pyplot as plt fig, axes = plt.subplots(1, 2, figsize=(14, 4.5)) tk, mk = zip(*mem_kvc); tb, mb = zip(*mem_base) axes[0].plot(tk, mk, label=”with…

that “groups are remarkably intelligent, and are often smarter than the smartest people in them.” He was writing about decision-making, but the same principle applies to…

Hugging Face has released ml-intern, an open-source AI agent designed to automate end-to-end post-training workflows for large language models (LLMs). Built on the company’s smolagents framework,…

for an LLM, and you have a question in mind, there’s an undeniable sense of possibility. You can’t be quite sure what the response will be,…

section(“7 · Q1_0_g128 Quantization — What’s Happening Under the Hood”) print(textwrap.dedent(“”” ╔══════════════════════════════════════════════════════════════╗ ║ Bonsai Q1_0_g128 Weight Representation ║ ╠══════════════════════════════════════════════════════════════╣ ║ Each weight = 1 bit: 0…

a distributed multi-agent system both in OpenClaw and AWS AgentCore for a while now. In my OpenClaw setup alone, it has a research agent, a writing…

TL;DR a full working implementation in pure Python, with real benchmark numbers. RAG systems break when context grows beyond a few turns. The real problem is…

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…

every AI engineer knows well. You have just shipped a proof of concept. The demo went brilliantly. The LLM answered questions fluently, synthesised information on the…