SpatialLM1.1-Qwen-0.5B

Name: SpatialLM1.1-Qwen-0.5B
Author: manycore-research

5.8K

500M

license:cc-by-nc-4.0

manycore-research

Language Model

OTHER

0.5B params

New

6K downloads

Early-stage

Try on Hugging Face Add to Compare

Edge AI:

Mobile

Laptop

Server

2GB+ RAM

Mobile

Laptop

Server

Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile

4-6GB RAM

Laptop

16GB RAM

Server

GPU

Minimum Recommended

1GB+ RAM

Code Examples

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

Usagebash

# clone the repository
git clone https://github.com/manycore-research/SpatialLM.git
cd SpatialLM

# create a conda environment with cuda 12.4
conda create -n spatiallm python=3.11
conda activate spatiallm
conda install -y nvidia/label/cuda-12.4.0::cuda-toolkit conda-forge::sparsehash

# Install dependencies with poetry
pip install poetry && poetry config virtualenvs.create false --local
poetry install
# SpatialLM1.0 dependency
poe install-torchsparse # Building wheel for torchsparse will take a while
# SpatialLM1.1 dependency
poe install-sonata # Building wheel for flash-attn will take a while

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