| { |
| "packFormat": 1, |
| "direction": "pt-en", |
| "source": "pt", |
| "target": "en", |
| "model": { |
| "catalogueId": "translate-tc-bible-big-roa-en", |
| "repo": "WindyTranslate/translate-tc-bible-big-roa-en", |
| "revision": "7023d24157697b8d62957b532693dc6d59402a8c", |
| "baseModel": "Helsinki-NLP/opus-mt-tc-bible-big-roa-en" |
| }, |
| "licence": "Apache-2.0", |
| "attribution": "Based on OPUS-MT model Helsinki-NLP/opus-mt-tc-bible-big-roa-en by Helsinki-NLP (Language Technology Research Group, University of Helsinki). Licensed Apache-2.0.", |
| "notice": "This product uses the model WindyTranslate/translate-tc-bible-big-roa-en\n(https://huggingface.co/WindyTranslate/translate-tc-bible-big-roa-en), published by Windstorm Labs (https://windstormlabs.com).\nBased on OPUS-MT model Helsinki-NLP/opus-mt-tc-bible-big-roa-en by Helsinki-NLP (Language Technology Research Group, University of Helsinki). Licensed Apache-2.0.\nWindstorm Labs modified the upstream weights; the model card describes what was changed.\nLicensed under the Apache License, Version 2.0: https://www.apache.org/licenses/LICENSE-2.0", |
| "runtime": { |
| "engine": "onnxruntime", |
| "opset": 17, |
| "weights": "int8 (dynamic quantization, MatMul; embedding int8 shared)", |
| "files": { |
| "encoder": "encoder.onnx", |
| "decoder": "decoder.onnx", |
| "sharedEmbedding": "embed.bin (external data of both graphs; keep it next to them)", |
| "sourceTokenizer": "source.spm", |
| "targetTokenizer": "target.spm", |
| "vocab": "vocab.json", |
| "config": "model_config.json" |
| }, |
| "tokenizer": "SentencePiece PIECES from source.spm mapped to ids through vocab.json (unknown piece -> <unk>), then </s>. Raw SentencePiece ids are NOT model ids. Do not use onnxruntime-extensions' tokenizer op.", |
| "sourcePrefixToken": null, |
| "decoding": { |
| "decoderStartTokenId": 55522, |
| "eosTokenId": 771, |
| "padTokenId": 55522, |
| "neverGenerate": [ |
| 55522 |
| ], |
| "beam": 4, |
| "lengthNormalisation": "sum log-prob / output length", |
| "maxNewTokens": 256 |
| }, |
| "encoder": { |
| "inputs": [ |
| "input_ids [b,s] int64", |
| "attention_mask [b,s] int64" |
| ], |
| "outputs": [ |
| "cross_k_i / cross_v_i [b,16,s,64] for i in 0..5" |
| ] |
| }, |
| "decoder": { |
| "inputs": [ |
| "input_ids [b,1] int64 (start token on step 1, then the last token)", |
| "encoder_attention_mask [b,s] int64", |
| "past_k_i / past_v_i [b,16,t,64] float32 (t = 0 on step 1)", |
| "cross_k_i / cross_v_i (from the encoder)" |
| ], |
| "outputs": [ |
| "logits [b,1,vocab]", |
| "present_k_i / present_v_i [b,heads,t+1,head_dim] (next step's past)" |
| ] |
| } |
| }, |
| "files": { |
| "decoder.onnx": { |
| "bytes": 93241386, |
| "sha256": "c79e3f6a1fd8f0b435fdc6847b356c0115f387b5b5ea75eb6d5962ba6b64f63a" |
| }, |
| "embed.bin": { |
| "bytes": 56855552, |
| "sha256": "85fc58bc5398a5eb9b82b4440a6116a469803b99e1b900987651036b61c55846" |
| }, |
| "encoder.onnx": { |
| "bytes": 92883365, |
| "sha256": "879a2d759ebc82d0039d7b63238bb9df4a1a585494032fb433767cd061a6589f" |
| }, |
| "model_config.json": { |
| "bytes": 201, |
| "sha256": "da98eab9c4e004175de8280d99c1bfc0f8444911de27ea92b3b6faaa445d5703" |
| }, |
| "source.spm": { |
| "bytes": 808605, |
| "sha256": "adda68b5bfa9a3dd63794193af5423933eb86896aa2be1f4f8a750994dbee140" |
| }, |
| "target.spm": { |
| "bytes": 799586, |
| "sha256": "c3ce42eb9d1ca0b2c7926be6b80e3391a86ed2d8291e0982cc2509f65f8d2953" |
| }, |
| "test_vectors.json": { |
| "bytes": 29391, |
| "sha256": "3a8b50ceaeec0377422e4f1151a317a1a499c80a6753745d3d9d72602f524465" |
| }, |
| "vocab.json": { |
| "bytes": 1370666, |
| "sha256": "73a3f6c2d9de47e128ae1109ad39a7657e5e316e77308e5ecad3374015bd6b80" |
| } |
| }, |
| "downloadBytes": 245988752, |
| "weightsBytes": 245959361, |
| "quality": { |
| "benchmark": "FLORES-200 devtest", |
| "sentences": 1012, |
| "chrf++": 70.81, |
| "spbleu": 54.08, |
| "ct2_int8_chrf++": 70.91, |
| "delta_vs_ct2": -0.1, |
| "beam": 4, |
| "measured": "2026-10-17", |
| "by": "Windy Translate" |
| }, |
| "built": "2026-10-17T17:03:19Z", |
| "builder": "export_lean.py (Windy Translate)" |
| } |
