History

Yuwen Hu 59b7287ef5 [LLM] Add more transformers int4 example (Baichuan) (#8522 ) * Add example model Baichuan * Small updates to client windows settings * Small refactor * Small fix		2023-07-14 16:41:29 +08:00
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baichuan	[LLM] Add more transformers int4 example (Baichuan) (#8522 )	2023-07-14 16:41:29 +08:00
chatglm	[LLM] Add more transformers examples (ChatGLM) (#8521 )	2023-07-14 16:41:13 +08:00
dolly_v1	[LLM] Add more transformers examples (ChatGLM) (#8521 )	2023-07-14 16:41:13 +08:00
mpt	[LLM] Add more transformers examples (ChatGLM) (#8521 )	2023-07-14 16:41:13 +08:00
README.md	[LLM] Add more transformers examples (ChatGLM) (#8521 )	2023-07-14 16:41:13 +08:00
transformers_int4_pipeline.py	Initial LLM Transformers example refactor (#8491 )	2023-07-10 17:53:57 +08:00
transformers_int4_pipeline_readme.md	Initial LLM Transformers example refactor (#8491 )	2023-07-10 17:53:57 +08:00

README.md

BigDL-LLM Transformers INT4 Optimization for Large Language Model

You can use BigDL-LLM to run any Huggingface Transformer models with INT4 optimizations on either servers or laptops. This directory contains example scripts to help you quickly get started using BigDL-LLM to run some popular open-source models in the community. Each model has its own dedicated folder, where you can find detailed instructions on how to install and run it.

Recommended Requirements

To run the examples, we recommend using Intel® Xeon® processors (server), or >= 12th Gen Intel® Core™ processor (client).

For OS, BigDL-LLM supports Ubuntu 20.04 or later, CentOS 7 or later, and Windows 10/11.

Best Known Configuration on Linux

For better performance, it is recommended to set environment variables on Linux with the help of BigDL-Nano:

pip install bigdl-nano
source bigdl-nano-init