Projects
Top NLP & LLMs projects, ranked by their code.
Language modelling, transformers, tokenisation, fine-tuning, retrieval-augmented generation, and the evaluation and inference of LLMs. Each project counts in the one field it is most about, so a single great repository can lead this board.
- Ranked projects
- 44 ranked projects
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- 9 verified builders
- Builder board
- People rank on the leaderboard
Field
Ranked byProject merit
- 1First77.9ROCmForgeInference System · ExpertROCmForge is an LLM inference engine for AMD GPUs that implements custom HIP kernels for operations like attention, quantization, and RoPE, featuring a GPU Decode Graph to reduce kernel launch overhead and an inference path router for dynamic optimization.Luiz Cesar Spies
- 2Second76.5regescore-benchmarkBenchmarking Project · AdvancedThe regescore-benchmark repository implements a multi-stage gauntlet for benchmarking local LLMs, featuring procedurally generated tasks to avoid contamination and objective grading mechanisms to prevent self-grading bias. It provides both a command-line interface and a web…Master Mind
- 3Third75.2event-aware-SAE-trainerLibrary / Framework · AdvancedThe repository provides a library for training JumpReLU sparse autoencoders (SAEs) per transformer layer with an event-aware optimizer scheduler and augmented Lagrangian sparsity control. It includes tools for activation capture, checkpointing, and diagnostics, demonstrated by…Rick
- 04RegesMoEML Application · C++72.5AdvancedMaster MindNLP & LLMs
- 05WebsearchRAG System · Python70.9AdvancedJens MittelbachNLP & LLMs
- 06Fresta-DiamondLibrary / Framework · Python69.4AdvancedTiago SantosNLP & LLMs
- 07magellanAI Developer Tool · Rust68.8AdvancedLuiz Cesar SpiesNLP & LLMs
- 08nexttextLibrary / Framework · Python66.9AdvancedJarad PeckenpaughNLP & LLMs
- 09gguf-editorAI Developer Tool · Python66.1AdvancedMaster MindNLP & LLMs
- 10TheLuxApp-Ai-ChatBotML Application · TypeScript65.7AdvancedMaster MindNLP & LLMs
- 11EuchreGameDataset / Data Pipeline · Python63.4AdvancedJarad PeckenpaughNLP & LLMs
- 12llmastsearchAI Developer Tool · Rust62.0AdvancedLuiz Cesar SpiesNLP & LLMs
- 13sub-zeroAI Developer Tool · Python61.7AdvancedRickNLP & LLMs
- 14deep-chaos-schedulerArchitecture Modification / Research · Python61.0AdvancedRickNLP & LLMs
- 15gemma-servant-voice-suppression-tuningTraining Experiment · Python60.8AdvancedRickNLP & LLMs
- 16c3pa-explorerAI Developer Tool · JavaScript59.8AdvancedJarad PeckenpaughNLP & LLMs
- 17zotero-redisearch-ragML Application · TypeScript59.3AdvancedJens MittelbachNLP & LLMs
- 18rag-data-synthesizerAI Developer Tool · Python58.6AdvancedJarad PeckenpaughNLP & LLMs
- 19, shared rankaios-claude-codeML Application · TypeScript58.4AdvancedAngelescu Andrei-CiprianNLP & LLMs
- 19, shared rankatlas-builder-review-and-upgradesAI Developer Tool · Python58.4AdvancedRickNLP & LLMs
- 21atlas-inferenceOther AI Project · Python58.1ImplementationRickNLP & LLMs
- 22orionOther AI Project · TypeScript57.0ImplementationNepheriusNLP & LLMs
- 23HuggingFace-Project-LearningEducational Implementation · Jupyter Notebook56.2ImplementationPop AlexandruNLP & LLMs
- 24GWIQ-atlasAI Developer Tool · Python56.0ImplementationRickNLP & LLMs
- 25apexLibrary / Framework · Rust54.8ImplementationLuiz Cesar SpiesNLP & LLMs
= marks a shared rank: projects with the same merit to one decimal are ranked together.
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