Downloads · 30 days
72
100% of all-time downloads
embeddinggemma-litertlm
kasimtmc/embeddinggemma-litertlm
embeddinggemma-litertlm is a machine learning model from kasimtmc. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for litert-lm. The card lists the license as gemma.
.litertlm build of google/embeddinggemma-300m for the LiteRT-LM EmbeddingEngine (v0.17.0+), used by the Ruminote app for on-device semantic search / RAG.
All-time downloads
72
Public
Repo size
330 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.litertlm330 MB · 100%
At a glance
- Library
- litert-lm
- License
- gemma
- Access
- Public
- Created
- Sep 15, 2026
- Updated
- Sep 15, 2026
- SHA
- 9a66a1cf
Base models
Model card
From the Hugging Face model README
EmbeddingGemma-300M — LiteRT-LM package
.litertlm build of google/embeddinggemma-300m
for the LiteRT-LM EmbeddingEngine (v0.17.0+),
used by the Ruminote app for on-device semantic search / RAG.
- embeddinggemma_300m.litertlm — dynamic int8, 768-dim output (MRL truncation available at
runtime via
EmbeddingOptions.outputSize), sequence buckets 64/128/256/512. - Structure: split litert-torch export —
embedder(token → embedding) +text_encoder(sequence → pooled vector) + SentencePiece tokenizer + embedding metadata, packed withlitert-lm pack. The split pipeline is verified bit-exact against the original model. - Query prefix:
task: search result | query: {text}· document prefix:title: none | text: {text}(per the EmbeddingGemma model card).
License
Gemma is provided under and subject to the Gemma Terms of Use. By downloading this model you agree to those terms, including the Gemma Prohibited Use Policy. This repository redistributes a converted (quantized, repackaged) derivative of google/embeddinggemma-300m; all rights in the underlying model remain with Google.
- Library
- litert-lm
- License
- gemma
- Created
- Sep 15, 2026
- Updated
- Sep 15, 2026