import asyncio import json import io import contextlib import re from dataclasses import dataclass from typing import Callable, Awaitable import...
When you type a query into a search engine, something has to decide which documents are actually relevant — and...
In this tutorial, we implement a reinforcement learning agent using RLax, a research-oriented library developed by Google DeepMind for building...
header("11. DISORDERED STRUCTURE -> ORDERED APPROXIMATION") disordered = Structure( Lattice.cubic(3.6), , ], ) disordered.make_supercell() print("Disordered composition:", disordered.composition) try: disordered_oxi =...
In this tutorial, we build an uncertainty-aware large language model system that not only generates answers but also estimates the...
NVIDIA has announced the release of Nemotron-Cascade 2, an open-weight 30B Mixture-of-Experts (MoE) model with 3B activated parameters. The model...
SWARM_TOOLS = }, "result": {"type": "string", "description": "Result or output of the task"}, }, "required": , }, }, }, {...
In the current landscape of Retrieval-Augmented Generation (RAG), the primary bottleneck for developers is no longer the large language model...
The scaling of inference-time compute has become a primary driver for Large Language Model (LLM) performance, shifting architectural focus toward...
import os, sys, subprocess, importlib, pathlib SENTINEL = "/tmp/diffrax_colab_ready_v3" def _run(cmd): subprocess.check_call(cmd) def _need_install(): try: import numpy import jax import...
Autonomous LLM agents like OpenClaw are shifting the paradigm from passive assistants to proactive entities capable of executing complex, long-horizon...
The deployment of autonomous AI agents—systems capable of using tools and executing code—presents a unique security challenge. While standard LLM...
angles = np.linspace(0.0, 2.0 * np.pi, n_particles, endpoint=False, dtype=np.float32) px0_np = 0.4 * np.cos(angles).astype(np.float32) py0_np = (0.7 + 0.15 *...
Speech technology still has a data distribution problem. Automatic Speech Recognition (ASR) and Text-to-Speech (TTS) systems have improved rapidly for...
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