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1. Paper-Replications Paper-Replications Public

   From-scratch PyTorch replications of classic and SOTA AI/ML papers: transformers, attention, GANs, diffusion, CLIP, LoRA, MoE and more, with reproducible training code.

   Jupyter Notebook 428 43

2. NeatRL NeatRL Public

   Readable single-file PyTorch implementations of deep RL algorithms: DQN, PPO, SAC, TD3, DDPG and A2C, with Gymnasium and Atari support plus W&B tracking.

   Python 230 21

3. smolcluster smolcluster Public

   Educational distributed training and inference library for heterogeneous local hardware: Mac minis, Raspberry Pis and GPUs over plain Python sockets. FSDP, GRPO, parameter-server, expert and data p…

   Python 89 6

4. smoltorrent smoltorrent Public

   Distributed storage for ML checkpoints: shards .safetensors across a Raspberry Pi cluster over TCP with SHA-256 verification, replication and zero-config mDNS discovery.

   Python 5

5. smolperfleaderboard smolperfleaderboard Public

   On-device LLM benchmark leaderboard: reproducible llama.cpp vs Ollama results for small open-weight models on Jetson, Raspberry Pi, Apple Silicon, and phones under locked power modes.

   Shell 1

6. ASCIITermDraw-Benchmark ASCIITermDraw-Benchmark Public

   TermDraw-Bench: a benchmark for whether LLMs and VLMs can generate and edit structured ASCII diagrams. 80 tasks across 4 categories, scored by a DeepEval LLM judge.

   Python 4