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sentence-transformers/all-MiniLM-L6-v2/README.md

@@ -1,21 +1,41 @@
-# Encoderfile: `sentence-transformers/all-MiniLM-L6-v2`
+# `sentence-transformers/all-MiniLM-L6-v2` Encoderfiles
 
-**These encoderfiles were generated using Encoderfile 0.5.1**
+> **Generated with [Encoderfile](https://github.com/mozilla-ai/encoderfile) Encoderfile 0.5.1**
 
-This repository contains the encoderfiles for the model `sentence-transformers/all-MiniLM-L6-v2`.
+Pre-built encoderfiles for [`sentence-transformers/all-MiniLM-L6-v2`](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) — self-contained, executable embedding servers you can run without any Python or ML dependencies.
 
-Usage:
+## Download
+
+Pick the binary for your platform:
+
+| Platform | File |
+|---|---|
+| macOS (Apple Silicon) | `all-MiniLM-L6-v2.aarch64-apple-darwin.encoderfile` |
+| macOS (Intel) | `all-MiniLM-L6-v2.x86_64-apple-darwin.encoderfile` |
+| Linux (x86_64) | `all-MiniLM-L6-v2.x86_64-linux-gnu.encoderfile` |
+| Linux (ARM64) | `all-MiniLM-L6-v2.aarch64-linux-gnu.encoderfile` |
+
+Or download directly (example for macOS Apple Silicon):
 
 ```bash
-# download encoderfile 
 wget https://huggingface.co/mozilla-ai/encoderfile/blob/main/sentence-transformers/all-MiniLM-L6-v2/all-MiniLM-L6-v2.aarch64-apple-darwin.encoderfile
-
-# set as executable
 chmod +x ./all-MiniLM-L6-v2.aarch64-apple-darwin.encoderfile
+```
+
+## Usage
 
-# spin up encoderfile as a server
+**Run as an embedding server:**
+```bash
 ./all-MiniLM-L6-v2.aarch64-apple-darwin.encoderfile serve
+```
 
-# or, inference directly using cli
+**Infer directly from the CLI:**
+```bash
 ./all-MiniLM-L6-v2.aarch64-apple-darwin.encoderfile infer "this is a test"
-```
+```
+
+## About Encoderfile
+
+Encoderfiles are self-contained executables that bundle a model and its runtime into a single binary. No Python, no dependencies — just download and run.
+
+Learn more at [mozilla-ai/encoderfile](https://github.com/mozilla-ai/encoderfile).