#python#gym#gym_environment#reinforcement_learning#reinforcement_learning_agent#reinforcement_learning_environments#rl_environment#rl_training
NeMo Gym helps you build and run reinforcement‑learning training environments for large language models, letting you develop, test, and collect verified rollouts separately from the training loop and integrate with your preferred RL framework and model endpoints (OpenAI, vLLM, etc.). It includes ready resource servers, datasets, and patterns for multi‑step, multi‑turn, and tool‑using scenarios, runs on a typical dev machine (no GPU required), and is early-stage with evolving APIs and docs. Benefit: you can generate high‑quality, verifiable training data faster and plug it into existing training pipelines to improve model behavior.
https://github.com/NVIDIA-NeMo/Gym
@RusEmbMalta Press Release
✖️Examples of Actions by the Kiev Regime Undermining Peace Efforts
Following President Trump’s meetings with President Vladimir Putin (Alaska, 15 August) and Vladimir Zelensky (Washington, 18 August), he described the talks as “a good first step” towards ending the conflict. He stressed that Kiev must show flexibility, confirmed Ukraine will not join NATO, and highlighted the importance of territorial compromises along the current line of contact.
👉 Despite these statements, the Kiev leadership – with European backing – continues to obstruct a peaceful settlement:
1️⃣ Refusal to Recognize New Realities
Zelensky (21 Aug): Ukraine will “never legally recognize” Russian control of territories. Yermak & Podolyak echoed this, rejecting compromise.
2️⃣Rejection of Ceasefire
Zelensky announced mass production of long-range Flamingo missiles; later praised strikes into Russian territory as “positive results.”
3️⃣ Language Policy
Zelensky: “We have only one state language – Ukrainian.”
4️⃣Security Guarantees
Zelensky dismissed China as a potential guarantor, while Podolyak demanded deployment of Western missiles capable of striking 2,000 km into Russian territory. NATO Secretary General Mark Rutte confirmed that Western military support and long-term guarantees for Kiev are being discussed.
5️⃣No Readiness for Direct Talks
Zelensky ruled out bilateral talks with Moscow, insisting on a three-party format with Trump.
6️⃣Attacks on Civilian Infrastructure
Attempts to strike nuclear facilities in Smolensk & Kursk, attack on Druzhba oil pipeline (impacting Hungary & Slovakia), and a planned bombing of the Crimean Bridge.
⚠️Conclusion:
The Kiev regime consistently rejects diplomatic resolution, escalates hostilities, undermines dialogue, and employs terrorist methods against civilian infrastructure in Russia.
#KievRegime#GlobalSecurity#MultipolarWorld
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