tryaii-router-h4
The local prompt router of the tryaii SDK:
H4 (h4-he-en), a Hebrew + English Model2Vec
static embedding model (Unigram tokenizer, 40,000 tokens, 256-d int8 vectors)
and a small classification head over the 33 catalog benchmarks. It runs on
numpy and tokenizers only: no PyTorch, no onnxruntime.
You do not install this package yourself: pip install tryaii brings it in.
It holds five files (12.9 MB in total):
| file | content |
|---|---|
vectors.safetensors |
embeddings, int8 (40000, 256) |
head.safetensors |
W0 (512, 256), b0 (512), W1 (33, 512), b1 (33), float32 |
tokenizer.json |
the Unigram tokenizer (NFKC-based normalizer, no SentencePiece charsmap) |
classes.json |
benchmark name of each head output |
meta.json |
router id, version, temperature (2.0), token cap (700), ... |
SHA256SUMS lists the sha256 of each file. The package hash
(b85b07c215479dce26cd283e3220e47924b08944f53b450e477e1d13a8cb9675) is the
sha256 of SHA256SUMS; tryaii verifies it before it uses the files. Prompts
are classified on your machine; nothing is downloaded at run time.
On a machine that cannot install it, copy the directory anywhere and set
TRYAII_ROUTER_MODEL_PATH to it.
Built by scripts/export-h4-model.py in the tryaii repository.
1 maintainer
Metadata
1 maintainer
Release files for tryaii-router-h4 1.0.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
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| tryaii_router_h4-1.0.0.tar.gz | 7.5 MB | With provenance | Details for tryaii_router_h4-1.0.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| tryaii_router_h4-1.0.0-py3-none-any.whl | Python 3 | none | any | Details for tryaii_router_h4-1.0.0-py3-none-any.whl |
Total release size: 15.0 MB
Release files / tryaii_router_h4-1.0.0.tar.gz
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| Tags | Python 3 |
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