Large Language Models

https://github.com/InternLM/lmdeploy LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 🔗 lmdeploy.readthedocs.io/en/latest/

https://github.com/janhq/cortex.tensorrt-llm Cortex.Tensorrt-LLM is a C++ inference library that can be loaded by any server at runtime. It submodules NVIDIA’s TensorRT-LLM for GPU accelerated inference on NVIDIA's GPUs.

🔧🔗https://github.com/FoundationVision/Groma

[ECCV2024] Grounded Multimodal Large Language Model with Localized Visual Tokenization

🕸️🔗groma-mllm.github.io/

🔧🔗https://github.com/IST-DASLab/marlin FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

https://github.com/THUDM/APAR APAR: LLMs Can Do Auto-Parallel Auto-Regressive Decoding