Alternatives and similar repositories for RLFromScratch

Users that are interested in RLFromScratch are comparing it to the libraries listed below

• McGill-NLP / nano-aha-moment
  Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"
  ☆524Updated 2 months ago
• brendanhogan / DeepSeekRL-Extended
  Exploring Applications of GRPO
  ☆247Updated 3 weeks ago
• thinking-machines-lab / batch_invariant_ops
  ☆423Updated this week
• wolfecameron / nanoMoE
  An extension of the nanoGPT repository for training small MOE models.
  ☆185Updated 6 months ago
• shangshang-wang / Tina
  Tina: Tiny Reasoning Models via LoRA
  ☆281Updated last month
• changjonathanc / flex-nano-vllm
  FlexAttention based, minimal vllm-style inference engine for fast Gemma 2 inference.
  ☆269Updated last month
• huggingface / picotron_tutorial
  ☆216Updated 7 months ago
• marin-community / marin
  Open-source framework for the research and development of foundation models.
  ☆419Updated last week
• facebookresearch / PhysicsLM4
  Physics of Language Models, Part 4
  ☆242Updated last month
• tokenbender / avataRL
  rl from zero pretrain, can it be done? yes.
  ☆265Updated 3 weeks ago
• fangyuan-ksgk / Tiny-GRPO
  minimal GRPO implementation from scratch
  ☆96Updated 6 months ago
• ZihanWang314 / CoE
  Chain of Experts (CoE) enables communication between experts within Mixture-of-Experts (MoE) models
  ☆220Updated last week
• MoonshotAI / checkpoint-engine
  Checkpoint-engine is a simple middleware to update model weights in LLM inference engines
  ☆516Updated this week
• open-thought / tiny-grpo
  Minimal hackable GRPO implementation
  ☆282Updated 7 months ago
• facebookresearch / memory
  Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…
  ☆343Updated 9 months ago
• NVIDIA / ngpt
  Normalized Transformer (nGPT)
  ☆188Updated 9 months ago
• stanford-cs336 / spring2024-lectures
  ☆356Updated 8 months ago
• weigao266 / Awesome-Efficient-Arch
  Speed Always Wins: A Survey on Efficient Architectures for Large Language Models
  ☆320Updated 2 weeks ago
• fla-org / native-sparse-attention
  🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"
  ☆847Updated 5 months ago
• NovaSky-AI / SkyRL
  SkyRL: A Modular Full-stack RL Library for LLMs
  ☆862Updated this week
• microsoft / dion
  Dion optimizer algorithm
  ☆338Updated last week
• microsoft / nanovppo
  Nano repo for RL training of LLMs
  ☆64Updated 3 weeks ago
• microsoft / ArchScale
  Simple & Scalable Pretraining for Neural Architecture Research
  ☆291Updated 3 weeks ago
• JT-Ushio / MHA2MLA
  Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs
  ☆188Updated 2 months ago
• joey00072 / nanoGRPO
  nanoGRPO is a lightweight implementation of Group Relative Policy Optimization (GRPO)
  ☆118Updated 4 months ago
• NVIDIA-NeMo / RL
  Scalable toolkit for efficient model reinforcement
  ☆857Updated this week
• QwenLM / ParScale
  Parallel Scaling Law for Language Model — Beyond Parameter and Inference Time Scaling
  ☆443Updated 3 months ago
• sustcsonglin / linear-attention-and-beyond-slides
  ☆84Updated 6 months ago
• PrimeIntellect-ai / prime-rl
  Decentralized RL Training at Scale
  ☆592Updated this week
• dllm-reasoning / d1
  Official Implementation for the paper "d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning"
  ☆302Updated 2 months ago