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@NL2G Universität Mannheim
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Starred repositories
🐍 TOON for Python (Token-Oriented Object Notation) Encoder/Decoder - Reduce LLM token costs by 30-60% with structured data.
🎒 Token-Oriented Object Notation (TOON) – JSON for LLM prompts at half the tokens. Spec, benchmarks & TypeScript implementation.
Implementation of Torsional Diffusion for Molecular Conformer Generation (NeurIPS 2022)
🚀 RustFS is an open-source, S3-compatible high-performance object storage system supporting migration and coexistence with other S3-compatible platforms such as MinIO and Ceph.
Official Code for M-RᴇᴡᴀʀᴅBᴇɴᴄʜ: Evaluating Reward Models in Multilingual Settings (ACL 2025 Main)
First-of-its-kind AI benchmark for evaluating the protection capabilities of large language model (LLM) guard systems (guardrails and safeguards)
[CIKM2025] SemiSegECG: A Multi-Dataset Benchmark for Semi-Supervised Semantic Segmentation in ECG Delineation
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Lightweight coding agent that runs in your terminal
Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels
PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"
JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).
Chisel: A Modern Hardware Design Language
Codebase for Instruction Following without Instruction Tuning
FinRL®-Meta: Dynamic datasets and market environments for FinRL.
Eigent: The World's First Multi-agent Workforce to Unlock Your Exceptional Productivity.
Scalable toolkit for efficient model reinforcement
Official implementation for "MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models"
TradingAgents: Multi-Agents LLM Financial Trading Framework
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents.
An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & vLLM & Ray & Dynamic Sampling & Async Agentic RL)
Bot Framework provides the most comprehensive experience for building conversation applications.
Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, 17+ clouds, or on-prem).