ECHO-1 on-device model packs
Optional downloads for the ECHO-1 offline survival assistant. Everything runs
on the device, without a network connection, on iOS, Android, macOS and Linux
(including Raspberry Pi). The app reads manifest.json, downloads a pack's
files from a fixed commit and checks each file's SHA-256 before using it.
| Pack | Files | Size | What it is | Source | License |
|---|---|---|---|---|---|
hearing/ |
small-encoder.int8.onnx, small-decoder.int8.onnx, small-tokens.txt |
375 MB | OpenAI Whisper small, 8-bit ONNX export for sherpa-onnx; speech to text in 99 languages | csukuangfj/sherpa-onnx-whisper-small | MIT (OpenAI Whisper) |
hearing/ |
silero_vad.onnx |
2 MB | Silero voice activity detector | snakers4/silero-vad via csukuangfj/vad | MIT |
speaking/ |
*.onnx, tts.json, unicode_indexer.bin, voice.bin |
145 MB | Supertonic 3 text to speech, 8-bit build for sherpa-onnx, 31 languages | k2-fsa/sherpa-onnx tts-models, model by Supertone Inc. | Code MIT (speaking/LICENSE); model weights under Supertone's OpenRAIL-M license, use restrictions apply |
vision/ |
gemma-4-E2B-vision-q8_0.gguf |
197 MB | Image encoder of Google Gemma 4 E2B, for llama.cpp mtmd. Made from Google's gemma-4-E2B-it-mmproj.gguf by removing the audio encoder and storing the vision matrices as Q8_0 with scripts/make_vision_mmproj.py |
google/gemma-4-E2B-it-qat-q4_0-gguf | Apache 2.0, Gemma 4 license |
The vision file only works with Gemma 4 E2B (gemma-4-E2B_q4_0-it.gguf).
Changes made
vision/: Google's original file holds an image encoder (367 MB) and an audio encoder (612 MB) in BF16. The audio encoder and its projector were removed; the image encoder's block matrices are Q8_0, the position table F16, the rest F32. In greedy tests it gives the same output as the original file.hearing/,speaking/: unchanged copies of the upstream files.
All rights to the models remain with their authors. Use of each model is subject to its license above.
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