EmbeddedLLM / vllm
vLLM: A high-throughput and memory-efficient inference and serving engine for LLMs
☆86Updated this week
Alternatives and similar repositories for vllm:
Users that are interested in vllm are comparing it to the libraries listed below
- ☆118Updated last year
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆274Updated last year
- A toolkit for fine-tuning, inferencing, and evaluating GreenBitAI's LLMs.☆82Updated last month
- A high-throughput and memory-efficient inference and serving engine for LLMs☆262Updated 6 months ago
- Fast and memory-efficient exact attention☆171Updated this week
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆115Updated 4 months ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆208Updated 5 months ago
- KV cache compression for high-throughput LLM inference☆126Updated 2 months ago
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆36Updated 11 months ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆100Updated last week
- ArcticTraining is a framework designed to simplify and accelerate the post-training process for large language models (LLMs)☆66Updated this week
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆154Updated 6 months ago
- Google TPU optimizations for transformers models☆108Updated 3 months ago
- Inference server benchmarking tool☆53Updated 3 weeks ago
- ☆68Updated 3 weeks ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆72Updated 7 months ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆168Updated 3 weeks ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs☆111Updated last year
- Easy and Efficient Quantization for Transformers☆197Updated 2 months ago
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆136Updated 9 months ago
- ☆208Updated 3 months ago
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆295Updated 2 months ago
- Cray-LM unified training and inference stack.☆22Updated 2 months ago
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆128Updated 8 months ago
- GPTQ inference Triton kernel☆300Updated last year
- PB-LLM: Partially Binarized Large Language Models☆151Updated last year
- ☆186Updated 6 months ago
- experiments with inference on llama☆104Updated 10 months ago
- ☆117Updated last year