Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating...
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Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use...
Compress large language models using knowledge distillation from teacher to student models. Use when deploying...
OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and...
State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when...
Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images...
Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP...
OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and...
Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning,...
PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you...
Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM...
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating...
Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local...
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse...
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats,...
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems...
Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic...
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG...
Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense +...
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors,...
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text...
Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors),...
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI,...
Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents...