ExLlama / ExLlamaV2

ExLlama / ExLlamaV2

ExLlama / ExLlamaV2 is a high-performance Python library designed for running large language models (LLMs) efficiently on NVIDIA GPUs. It provides optimized CUDA extensions, fast tokenization, and tensor management to enable low-latency inference for AI and NLP workloads.

Features of ExLlama / ExLlamaV2:

• GPU-accelerated inference for large language models using optimized CUDA extensions.
• Support for tokenization and tensor operations for seamless integration with Python workflows.
• Efficient memory utilization for transformer-based models.
• Modular design to support NLP tasks such as text generation, summarization, and AI content creation.
• Easy integration with Python ML pipelines and research projects.

To Check Version:

$ sudo apt update
$ cd /opt/exllama/exllamav2
$ python -m venv venv
$ source /opt/venv/bin/activate && \
export PYTHONPATH=/opt/exllamav2-0.3.2:$PYTHONPATH && \
python -c 'import exllamav2_ext; print("ExLlamaV2 imported successfully! Version: 0.3.2")'
$ ls /opt | grep exllamav2

  

Disclaimer: ExLlama / ExLlamaV2 is an open-source AI library provided under its respective license. It is offered "as is," without any warranty, express or implied. Users are responsible for ensuring compatibility with their hardware (CUDA-enabled GPUs) and Python environment.