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LLM-From-Scratch-To-Advanced-RL-Techniques

ShwaTech · PyTorch

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Overview

Name
LLM-From-Scratch-To-Advanced-RL-Techniques
Author
ShwaTech
Framework
PyTorch
License
Apache-2.0
Skill type
other
Evidence level
untested
Task description
Build an end-to-end Large Language Model from scratch: implement transformers, train a tiny LLM, modernize with RoPE and RMSNorm, scale training, add Mixture-of-Experts, perform Supervised Fine-Tuning, train a Reward Model, and apply RLHF with PPO and also RLHF with GRPO for alignment and reinforcem

Spaces

Action space
other · 0-dim · 0Hz
Observation space
  • type: other

Links

HuggingFace repo
null
Paper (arXiv)
null

Compatible robots

20

Compatible environments

0

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Datasets that reference this policy

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