print("\n" + "=" * 90); print("STAGE 3 — RLVR / GRPO"); print("=" * 90) grpo_cfg = types.SimpleNamespace(loss_fn=GRPOLossType.dapo, clip_lower=cfg.clip_lower, clip_higher=cfg.clip_higher, kl_estimator=cfg.kl_estimator)...
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NVIDIA introduced open technologies for building always-on AI agents from systems of specialized models. Two artifacts shipped together. Nemotron 3.5...
Video production is shifting as social clips, ad creative and film pre-visualization move from cloud to local GPUs. LTX today...
WORKER = os.path.join(WORK_DIR, "octobot_worker.py") WORKER_SRC = r''' import asyncio, itertools, json, os, sys, time, traceback import numpy as np import...
ByteDance’s Seed team has introduced SeedRealtime, a native audio-visual full-duplex LLM. The model fuses audio, video and text in a...
Meta has released Muse Glimmer, a 30-billion-parameter multimodal model distilled from Muse Spark. It is tuned for always-on local agent...
NVIDIA has released NemotronLabs VoiceChat 11B, an open 11B end-to-end speech-to-speech model for real-time, full-duplex conversation. Instead of chaining ASR,...
In this tutorial, we develop an end-to-end sentiment analysis workflow using the Stanford NLP IMDb Large Movie Review Dataset and...
Long-running agents accumulate state that no transcript captures. A coding agent at step 10 holds edited files, a running dev...
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In this tutorial, we explore the advanced visualization capabilities of the XY Python library by building interactive, scalable, and extensible...
Tencent Cloud has open-sourced TencentDB Agent Memory v2.0, a team-level memory hub for AI agents. The idea is super simple:...
Microsoft has open sourced code-testing-generator, a polyglot agent that writes unit tests and then proves they work. It ships in...
Cloudflare has released Kitesurf, a stateless web browser built specifically for AI agents. It runs entirely in V8 isolates on...
Prime Intellect has open-sourced Prime Agent, a self-improving coding harness designed around two abstractions, the Recursive Language Model (RLM) and...
SkillOpt is a text-space optimizer developed by a team of researchers from Microsoft, Shanghai Jiao Tong University, Tongji University, and...
