# shivik-m1 (ARIES) — local HF-style package

This folder contains a HuggingFace-style package for your custom ARIES model "shivik-m1".

Files:
- config.json          (model hyperparameters)
- modeling_shivik_m1.py (transformers wrapper around your local aries_model)
- pytorch_model.bin    (if copied below)
- model.safetensors    (if copied below)
- tokenizer files: place your tokenizer JSON(s) here

Notes:
- To load locally without transformers:
    from aries_model import AriesReasoningModel
    m = AriesReasoningModel(**{"vocab_size":49156,"d_model":2048,"n_layers":24,"num_heads":16,"context_length":4096,"num_paths":3,"rotary_dim":128})
- To use the transformers wrapper (if transformers installed):
    from modeling_shivik_m1 import ShivikM1ForCausalLM
    model = ShivikM1ForCausalLM.from_pretrained_local("<path_to_this_folder>")