cstr/siglip-so400m-patch14-384-GGUF

SigLIP SoViT-400M/14 Vision Encoder 384px (GGUF)

GGUF conversion of google/siglip-so400m-patch14-384 for use with CrispEmbed.

• Architecture: SigLIP SoViT-400M/14 vision encoder (shape-optimized)
• Parameters: 428M
• Output: 1152-dimensional L2-normalized embeddings
• Input: 384x384 RGB image with SigLIP normalization (mean=0.5, std=0.5)
• Patch size: 14
• Size: ~1.6 GB
• Source: google/siglip-so400m-patch14-384

Usage

# Embed a single image
crispembed -m siglip-so400m-patch14-384 --image photo.jpg

# Batch processing
crispembed -m siglip-so400m-patch14-384 --image-dir ./photos/ --output embeddings.bin

About SigLIP SoViT-400M

SoViT-400M is a shape-optimized SigLIP variant that redistributes compute across width, depth, and MLP ratio for better efficiency. Combined with 384px input and patch size 14, it provides high-quality vision embeddings.

Notes

• All output embeddings are L2-normalized.
• This is a GGUF conversion; weights are numerically equivalent to the original HuggingFace model.

Provenance and EU AI Act Art. 53 note

• Upstream model: google/siglip-so400m-patch14-384 — published by google.
• Upstream licence: apache-2.0. This repository redistributes under the same terms; it grants no rights the upstream licence does not.
• What was done here: format conversion and/or quantisation only (GGUF/GGML). No training, no fine-tuning, no merging, no distillation, no change to architecture, vocabulary or capability. Only the numeric representation of the upstream weights differs.
• Training data: documented — where it is documented at all — by the upstream provider; see the upstream model card. No training data was used, added or selected by this repository.
• Provider status: under Regulation (EU) 2024/1689 the upstream authors remain the provider of this model. Converting the serialisation format does not make this repository the provider of a new general-purpose AI model, and no such claim is made. Questions about training content, copyright policy or model capability belong upstream.