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pjo256/README.md

Hi, I'm Philip πŸ‘‹

πŸ“ Stuttgart ↔ NYC | πŸš€ Co-founded Vimeo's Applied ML team

Python Go TypeScript Codex Claude Web

Building ML systems for video and audio. Previously Principal ML Engineer at Vimeo, shipping AI features to 450k daily uploads.

Contributions

  • kubernetes - Check rollout status across multiple deployments at once
  • PufferLib - Train agent to dock spacecraft in orbit with RL
  • NeMo-RL - Eliminate a multi-GPU bottleneck in distributed RL training
  • πŸ“œ microrlhf - Dependency-free RLHF in Python, fine-tuning GPT to generate Tolkien-style names. Inspired by @karpathy's microgpt
  • transformers - Faster tokenization for multilingual models
  • vllm - 2.5x faster tensor copies during inference batching
  • verifiers - Accurate scoring metrics across rubrics for RLHF
  • datadog-agent - Cut GPU monitoring overhead by 9–23x
  • PathOfBuilding - Fixed Coiling Whisper disabling all curses
  • Bugcrowd - Reporting vulnerabilities through bug bounty programs

Pinned Loading

  1. microrlhf.py microrlhf.py
    1
    """
    2
    An atomic way to RLHF a language model in pure, dependency-free Python.
    3
    Uses a discriminative n-gram classifier P(LOTR | name) + REINFORCE to steer microgpt toward Tolkienian names.
    4
    Inspired by @karpathy's microgpt.py.
    5
  2. PufferLib PufferLib Public

    Forked from PufferAI/PufferLib

    Simplifying reinforcement learning for complex game environments

    C

  3. vllm vllm Public

    Forked from vllm-project/vllm

    A high-throughput and memory-efficient inference and serving engine for LLMs

    Python

  4. kubernetes kubernetes Public

    Forked from kubernetes/kubernetes

    Production-Grade Container Scheduling and Management

    Go 1

  5. transformers transformers Public

    Forked from huggingface/transformers

    πŸ€— Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Python

  6. PathOfBuildingCommunity/PathOfBuilding PathOfBuildingCommunity/PathOfBuilding Public

    Offline build planner for Path of Exile.

    Lua 5.1k 2.3k