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Add/update the quantized ONNX model files and README.md for Transformers.js v3
Verified signature## Applied Quantizations ### ✅ Based on `decoder_model.onnx` *with* slimming ↳ ✅ `fp16`: `decoder_model_fp16.onnx` (added) ↳ ✅ `q8`: `decoder_model_quantized.onnx` (added) ↳ ✅ `int8`: `decoder_model_int8.onnx` (added) ↳ ✅ `uint8`: `decoder_model_uint8.onnx` (added) ↳ ✅ `q4`: `decoder_model_q4.onnx` (added) ↳ ✅ `q4f16`: `decoder_model_q4f16.onnx` (added) ↳ ✅ `bnb4`: `decoder_model_bnb4.onnx` (added) ### ✅ Based on `decoder_model.onnx` *with* slimming ↳ ✅ `fp16`: `decoder_model_fp16.onnx` (added) ↳ ✅ `q8`: `decoder_model_quantized.onnx` (added) ↳ ✅ `int8`: `decoder_model_int8.onnx` (added) ↳ ✅ `uint8`: `decoder_model_uint8.onnx` (added) ↳ ✅ `q4`: `decoder_model_q4.onnx` (added) ↳ ✅ `q4f16`: `decoder_model_q4f16.onnx` (added) ↳ ✅ `bnb4`: `decoder_model_bnb4.onnx` (added) ### ❌ Based on `encoder_model.onnx` *with* slimming ``` None ``` ↳ ✅ `fp16`: `encoder_model_fp16.onnx` (added) ↳ ✅ `q8`: `encoder_model_quantized.onnx` (added) ↳ ❌ `int8`: `encoder_model_int8.onnx` (added but JS-bas…51bf66b
