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Yining Wang 4a19f50d16 phi-1_5 CPU and GPU examples (#9173) 
* eee

* add examples on CPU and GPU

* fix

* fix

* optimize model examples

* have updated

* Warmup and configs added

* Update two tables
2023-10-24 15:08:04 +08:00
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aquila LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
baichuan LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
baichuan2 LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
chatglm LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
chatglm2 LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
dolly_v1 LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
dolly_v2 LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
falcon add position_ids and fuse embedding for falcon (#9242) 2023-10-24 09:58:20 +08:00
internlm LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
llama2 LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
mistral LLM: add mistral examples (#9121) 2023-10-11 13:38:15 +08:00
moss LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
mpt LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
phi-1_5 phi-1_5 CPU and GPU examples (#9173) 2023-10-24 15:08:04 +08:00
phoenix LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
qwen LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
redpajama LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
replit LLM: Add Replit CPU and GPU example (#9028) 2023-10-12 13:42:14 +08:00
starcoder LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
vicuna LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
whisper LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
README.md LLM: Add Replit CPU and GPU example (#9028) 2023-10-12 13:42:14 +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.

Verified models

Model Example
LLaMA link
LLaMA 2 link
MPT link
Falcon link
ChatGLM link
ChatGLM2 link
MOSS link
Baichuan link
Baichuan2 link
Dolly-v1 link
Dolly-v2 link
RedPajama link
Phoenix link
StarCoder link
InternLM link
Whisper link
Qwen link
Aquila link
Replit link
Mistral link

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