Global AI chat room · 17 online now Join now
C
MODEL Listed

Chroma-4B

Chroma-4B, developed by FlashLabs, is an 'any-to-any' multimodal model designed to bridge the gap between diverse data modalities within a compact 4B parameter footprint. For developers working on resource-constrained environments or edge computing, this model offers a streamlined alternative to massive, multi-stage pipelines. Unlike traditional models that require separate encoders for different tasks, Chroma-4B aims to handle cross-modal transformations natively, making it highly suitable for unified sensory processing tasks. While the exact architecture details are evolving, its Apache-2.0 license provides the flexibility needed for commercial integration and fine-tuning. If your workflow involves complex interactions between text, vision, or audio, Chroma-4B serves as a versatile foundation for building integrated, multi-sensory applications without the overhead of much larger foundational models.

FlashLabsany to any
01 / MODEL CARD

Model card

Chroma-4B, developed by FlashLabs, is an 'any-to-any' multimodal model designed to bridge the gap between diverse data modalities within a compact 4B parameter footprint. For developers working on resource-constrained environments or edge computing, this model offers a streamlined alternative to massive, multi-stage pipelines. Unlike traditional models that require separate encoders for different tasks, Chroma-4B aims to handle cross-modal transformations natively, making it highly suitable for unified sensory processing tasks. While the exact architecture details are evolving, its Apache-2.0 license provides the flexibility needed for commercial integration and fine-tuning. If your workflow involves complex interactions between text, vision, or audio, Chroma-4B serves as a versatile foundation for building integrated, multi-sensory applications without the overhead of much larger foundational models.

Model typeany to any
ProviderFlashLabs
Licenseapache-2.0
02 / FILES & VERSIONS

Model files and versions

Model cardModel description and metadata available in this entry
Listed
Source repositoryhttps://huggingface.co/FlashLabs/Chroma-4B
View model source
Version informationUse the source repository for the latest version
—
03 / DOWNLOAD

Download this model

We recommend using the ModelScope CLI or SDK. Install ModelScope first, then choose a full snapshot, single file, SDK or Git LFS workflow.

This entry points to Hugging Face. The commands use the matching ModelScope repository format; confirm that the repository exists on ModelScope before running them. Model repository: FlashLabs/Chroma-4B
Install ModelScope

Install the CLI and SDK dependency before downloading.

pip install modelscope
Download the full model repository

Download the complete weights, configuration and model card.

modelscope download --model FlashLabs/Chroma-4B
Download one file to a local directory

README.md is used as an example; replace it with another repository file when needed.

modelscope download --model FlashLabs/Chroma-4B README.md --local_dir ./dir
Download with the SDK

Useful in Python projects and automation scripts.

from modelscope import snapshot_download
model_dir = snapshot_download('FlashLabs/Chroma-4B')
Clone with Git

Make sure Git LFS is installed correctly.

git lfs install
git clone https://www.modelscope.cn/FlashLabs/Chroma-4B.git
Clone without downloading LFS blobs

Fetch the repository structure first, then pull large files when needed.

GIT_LFS_SKIP_SMUDGE=1 git clone https://www.modelscope.cn/FlashLabs/Chroma-4B.git
04 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the model card and source information.

  2. 02
    Step 2

    Start with a small, non-sensitive evaluation.

  3. 03
    Step 3

    Review quality, licensing and usage limits.

  4. 04
    Step 4

    Adopt it only after validation.

05 / DISCUSSIONS

Discussions

Use this space to keep checking source information, usage experience and maintenance status.

Open source page
Email