mani-kantap / llm-inference-solutionsLinks
A collection of all available inference solutions for the LLMs
☆91Updated 7 months ago
Alternatives and similar repositories for llm-inference-solutions
Users that are interested in llm-inference-solutions are comparing it to the libraries listed below
Sorting:
- A high-throughput and memory-efficient inference and serving engine for LLMs☆266Updated last year
- Comparison of Language Model Inference Engines☆231Updated 10 months ago
- Accelerating your LLM training to full speed! Made with ❤️ by ServiceNow Research☆252Updated last week
- Benchmark suite for LLMs from Fireworks.ai☆82Updated last week
- Self-host LLMs with vLLM and BentoML☆152Updated 2 weeks ago
- Easy and Efficient Quantization for Transformers☆202Updated 4 months ago
- ArcticInference: vLLM plugin for high-throughput, low-latency inference☆283Updated this week
- An innovative library for efficient LLM inference via low-bit quantization☆349Updated last year
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆139Updated last year
- ☆51Updated last year
- Google TPU optimizations for transformers models☆120Updated 9 months ago
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆344Updated 5 months ago
- Pretrain, finetune and serve LLMs on Intel platforms with Ray☆131Updated last month
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆202Updated last year
- ☆302Updated this week
- A simple service that integrates vLLM with Ray Serve for fast and scalable LLM serving.☆73Updated last year
- A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM☆60Updated this week
- This reference can be used with any existing OpenAI integrated apps to run with TRT-LLM inference locally on GeForce GPU on Windows inste…☆126Updated last year
- Inference server benchmarking tool☆118Updated 3 weeks ago
- vLLM: A high-throughput and memory-efficient inference and serving engine for LLMs☆90Updated this week
- Lightweight toolkit package to train and fine-tune 1.58bit Language models☆92Updated 5 months ago
- Common recipes to run vLLM☆172Updated this week
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆318Updated 3 weeks ago
- vLLM Router☆44Updated last year
- ☆64Updated 6 months ago
- SGLang is fast serving framework for large language models and vision language models.☆29Updated last week
- Efficient LLM Inference over Long Sequences☆390Updated 3 months ago
- A pipeline for LLM knowledge distillation☆109Updated 6 months ago
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆655Updated this week
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆249Updated last year