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 files and versions
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.
FlashLabs/Chroma-4BInstall the CLI and SDK dependency before downloading.
pip install modelscopeDownload the complete weights, configuration and model card.
modelscope download --model FlashLabs/Chroma-4BREADME.md is used as an example; replace it with another repository file when needed.
modelscope download --model FlashLabs/Chroma-4B README.md --local_dir ./dirUseful in Python projects and automation scripts.
from modelscope import snapshot_download
model_dir = snapshot_download('FlashLabs/Chroma-4B')Make sure Git LFS is installed correctly.
git lfs install
git clone https://www.modelscope.cn/FlashLabs/Chroma-4B.gitFetch the repository structure first, then pull large files when needed.
GIT_LFS_SKIP_SMUDGE=1 git clone https://www.modelscope.cn/FlashLabs/Chroma-4B.gitHow to use
- 01Step 1
Read the model card and source information.
- 02Step 2
Start with a small, non-sensitive evaluation.
- 03Step 3
Review quality, licensing and usage limits.
- 04Step 4
Adopt it only after validation.
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