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transformers-native version instead: jbomdev/AlterEgo. It's a numerically-lossless conversion of this checkpoint to LlamaForCausalLM (verified, max logit difference ~1e-6), and works out of the box with transformers, vLLM, and GGUF tooling. Full architecture, training details, benchmarks, and usage are documented on that model card."model" key. Load and run it with the model definition and inference code in the training repo: github.com/J-bom/AlterEgo.alterego_raw is the original; jbomdev/AlterEgo is the converted, ready-to-use version.