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| Category | Description | Browse |
|---|---|---|
| Workflows | Step-by-step processes and procedures | Browse All |
| Principles | Core ideas and foundational knowledge | Browse All |
| Implementations | Code-level details and modules | Browse All |
| Heuristics | Best practices and guidelines | Browse All |
| Environments | Setup and configuration guides | Browse All |
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Workflows
- Workflow:Sktime Pytorch forecasting TFT Hyperparameter Optimization
- Workflow:EvolvingLMMs Lab Lmms eval Server Mode Evaluation
- Workflow:Microsoft Semantic kernel Vector Store RAG Pipeline
- Workflow:Huggingface Transformers Model Benchmarking
- Workflow:Onnx Onnx Model Creation
- Workflow:VainF Torch Pruning LLM Structural Pruning
- Workflow:Tencent Ncnn Post Training Quantization
- Workflow:Pola rs Polars Time Series Analysis
- Workflow:Allenai Open instruct Tulu3 Full Post Training
- Workflow:Tensorflow Serving Model Export And Serving
Principles
- Principle:FlagOpen FlagEmbedding Reinforced Domain Adaptation
- Principle:Truera Trulens Records And Feedback Query
- Principle:Astronomer Astronomer cosmos Render Configuration
- Principle:Spotify Luigi Dependency Analysis
- Principle:Apache Kafka Broker Logging Configuration
- Principle:Huggingface Datasets AudioFolder Dataset Building
- Principle:ARISE Initiative Robosuite Arena Design
- Principle:Avhz RustQuant Mathematical Sequences
- Principle:Huggingface Datatrove Japanese Word Tokenization
- Principle:Langgenius Dify PluginArchitecture
Implementations
- Implementation:SeldonIO Seldon core PandasQuery Model
- Implementation:Microsoft Playwright FfExecutionContext
- Implementation:Cohere ai Cohere python JsonResponseFormat Model
- Implementation:Mlflow Mlflow Pyfunc Load Model
- Implementation:CrewAIInc CrewAI Exa Search Tool
- Implementation:Google deepmind Dm control MuJoCo Index
- Implementation:Ggml org Ggml Cpu quantization
- Implementation:Deepseek ai Janus LlamaTokenizerFast Decode
- Implementation:EvolvingLMMs Lab Lmms eval TaskManager Initialize Tasks
- Implementation:Lucidrains X transformers DPO Policy Model Evaluation
Heuristics
- Heuristic:OpenRLHF OpenRLHF Adam Offload Memory Tip
- Heuristic:Unstructured IO Unstructured Multi Python Matrix
- Heuristic:Deepspeedai DeepSpeed Vocabulary Tensor Core Alignment
- Heuristic:Apache Kafka Log4j Migration Compatibility
- Heuristic:Eric mitchell Direct preference optimization TF32 Matmul Precision
- Heuristic:Huggingface Open r1 Code Execution Timeout Strategy
- Heuristic:Mage ai Mage ai Sorted Data Bookmark Strategy
- Heuristic:Ollama Ollama Multimodal Parallel Restriction
- Heuristic:Lm sys FastChat Conversation Splitting Token Buffer
- Heuristic:Microsoft Autogen Graph Validation Rules
Environments
- Environment:Sgl project Sglang CUDA GPU Runtime
- Environment:Trailofbits Fickling PyTorch
- Environment:SeldonIO Seldon core Go Build Toolchain Environment
- Environment:Langgenius Dify Node Frontend Environment
- Environment:Togethercomputer Together python Fine Tuning Data Requirements
- Environment:Mlfoundations Open flamingo HuggingFace Open CLIP Dependencies
- Environment:Promptfoo Promptfoo SQLite Database
- Environment:Google deepmind Dm control GLFW Desktop Rendering
- Environment:Helicone Helicone Node 20 TypeScript Runtime
- Environment:Dagster io Dagster Container Resource Monitoring