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 gemma-4-2p3b-it/gemma-4-2p3b-it-litert.cellm filter=lfs diff=lfs merge=lfs -text
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gemma-4-2p3b-it-litert/README.md

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+---
+license: gemma
+base_model: google/gemma-4-2p3b-it
+library_name: cellm
+tags:
+- mobile
+- rust
+- memory-efficient
+- quantized
+- gemma
+- gemma-4
+- litert
+datasets: []
+metrics:
+- latency
+- throughput
+pipeline_tag: text-generation
+---
+
+# Gemma-4 2.3B IT for Cellm
+
+This repository contains the **Gemma-4 2.3B Instruct** model optimized for the [cellm](https://github.com/jeffasante/cellm) memory-efficient serving engine.
+
+## Model Details
+- **Architecture**: Gemma-4
+- **Parameters**: 2.3B
+- **Format**: `.cellm` (Native cellm distribution format)
+- **Size**: ~2.4 GB
+
+## Usage
+
+### Prerequisites
+You need the [cellm](https://github.com/jeffasante/cellm) engine built from source.
+
+### Run Inference
+```bash
+./target/release/infer \
+  --model gemma-4-2p3b-it-litert.cellm \
+  --tokenizer tokenizer.json \
+  --prompt "Write one short sentence about Rust programming." \
+  --chat \
+  --gen 24 \
+  --backend metal
+```
+
+## License
+This model is subject to the **Gemma Terms of Use**. By downloading or using these weights, you agree to the terms listed at [ai.google.dev/gemma/terms](https://ai.google.dev/gemma/terms).

gemma-4-2p3b-it-litert/gemma-4-2p3b-it-litert.cellm

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