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"""
SHIVIK-M4 Architecture (Llama-3.2 Compatible)
"""
from transformers import LlamaConfig, LlamaForCausalLM, AutoConfig, AutoModelForCausalLM
class ShivikM4Config(LlamaConfig):
model_type = "shivik_m4"
class ShivikM4ForCausalLM(LlamaForCausalLM):
config_class = ShivikM4Config
# Register for AutoClasses so trust_remote_code works
AutoConfig.register("shivik_m4", ShivikM4Config)
AutoModelForCausalLM.register(ShivikM4Config, ShivikM4ForCausalLM)
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