SeaLLM-7B-v2.5
Collection
SeaLLM-7B-v2.5 and its quantized variants. • 3 items • Updated
How to use from
llama.cppInstall from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf SeaLLMs/SeaLLM-7B-v2.5-GGUF:Q4_K_M# Run inference directly in the terminal:
llama cli -hf SeaLLMs/SeaLLM-7B-v2.5-GGUF:Q4_K_MUse pre-built binary
# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf SeaLLMs/SeaLLM-7B-v2.5-GGUF:Q4_K_M# Run inference directly in the terminal:
./llama-cli -hf SeaLLMs/SeaLLM-7B-v2.5-GGUF:Q4_K_MBuild from source code
git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf SeaLLMs/SeaLLM-7B-v2.5-GGUF:Q4_K_M# Run inference directly in the terminal:
./build/bin/llama-cli -hf SeaLLMs/SeaLLM-7B-v2.5-GGUF:Q4_K_MUse Docker
docker model run hf.co/SeaLLMs/SeaLLM-7B-v2.5-GGUF:Q4_K_MQuick Links
SeaLLM-7B-v2.5 - Large Language Models for Southeast Asia
LM-studio/llama.cpp users must set --repeat-penalty to 1 instead of default 1.1
Technical Blog 🤗 Tech Memo 🤗 DEMO Github Technical Report
- seallm-7b-v2.5-chatml.Q4_K_M.gguf use ChatML format by changing
<eos>to<|im_end|> - seallm-7b-v2.5.Q4_K_M.gguf use SeaLLM-7B-v2.5 format, must download seallm-v2.5.preset.json for LM-studio.
We introduce SeaLLM-7B-v2.5, the state-of-the-art multilingual LLM for Southeast Asian (SEA) languages 🇬🇧 🇨🇳 🇻🇳 🇮🇩 🇹🇭 🇲🇾 🇰🇭 🇱🇦 🇲🇲 🇵🇭. It is the most significant upgrade since SeaLLM-13B, with half the size, outperforming performance across diverse multilingual tasks, from world knowledge, math reasoning, instruction following, etc.
Checkout SeaLLM-7B-v2.5 page for more details.
Citation
If you find our project useful, we hope you would kindly star our repo and cite our work as follows: Corresponding Author: l.bing@alibaba-inc.com
Author list and order will change!
*and^are equal contributions.
@article{damonlpsg2023seallm,
author = {Xuan-Phi Nguyen*, Wenxuan Zhang*, Xin Li*, Mahani Aljunied*, Weiwen Xu, Hou Pong Chan,
Zhiqiang Hu, Chenhui Shen^, Yew Ken Chia^, Xingxuan Li, Jianyu Wang,
Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang,
Chaoqun Liu, Hang Zhang, Lidong Bing},
title = {SeaLLMs - Large Language Models for Southeast Asia},
year = 2023,
Eprint = {arXiv:2312.00738},
}
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Install (macOS, Linux)
# Start a local OpenAI-compatible server with a web UI: llama serve -hf SeaLLMs/SeaLLM-7B-v2.5-GGUF:Q4_K_M# Run inference directly in the terminal: llama cli -hf SeaLLMs/SeaLLM-7B-v2.5-GGUF:Q4_K_M