opea-project / GenAIComps
GenAI components at micro-service level; GenAI service composer to create mega-service
☆76Updated this week
Related projects ⓘ
Alternatives and complementary repositories for GenAIComps
- Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open…☆277Updated this week
- Evaluation, benchmark, and scorecard, targeting for performance on throughput and latency, accuracy on popular evaluation harness, safety…☆22Updated this week
- This repo contains documents of the OPEA project☆27Updated this week
- Large Language Model Text Generation Inference on Habana Gaudi☆27Updated this week
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆165Updated 2 weeks ago
- Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)☆153Updated this week
- NVIDIA Ingest is an early access set of microservices for parsing hundreds of thousands of complex, messy unstructured PDFs and other ent…☆85Updated this week
- Pretrain, finetune and serve LLMs on Intel platforms with Ray☆103Updated last week
- An innovative library for efficient LLM inference via low-bit quantization☆348Updated 2 months ago
- Benchmark suite for LLMs from Fireworks.ai☆58Updated 2 weeks ago
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆691Updated this week
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆257Updated this week
- Advanced Quantization Algorithm for LLMs. This is official implementation of "Optimize Weight Rounding via Signed Gradient Descent for t…☆248Updated this week
- Run Generative AI models with simple C++/Python API and using OpenVINO Runtime☆153Updated this week
- A collection of all available inference solutions for the LLMs☆73Updated 2 months ago
- Production ready LLM model compression/quantization toolkit with accelerated inference support for both cpu/gpu via HF, vLLM, and SGLang.☆125Updated this week
- ☆192Updated this week
- vLLM: A high-throughput and memory-efficient inference and serving engine for LLMs☆89Updated this week
- A collection of YAML files, Helm Charts, Operator code, and guides to act as an example reference implementation for NVIDIA NIM deploymen…☆139Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆253Updated last month
- ☆120Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆43Updated this week
- Accelerate your Gen AI with NVIDIA NIM and NVIDIA AI Workbench☆107Updated this week
- ☆47Updated 2 months ago
- LLMPerf is a library for validating and benchmarking LLMs☆645Updated 3 months ago
- Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards☆120Updated this week
- Tutorials for running models on First-gen Gaudi and Gaudi2 for Training and Inference. The source files for the tutorials on https://dev…☆54Updated 2 weeks ago
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆229Updated 3 weeks ago
- Tutorial for building LLM router☆163Updated 4 months ago