nemo_automodel.components.models.deepseek_v4.config

class nemo_automodel.components.models.deepseek_v4.config.DeepseekV4Config(
    vocab_size: int = 129280,
    hidden_size: int = 4096,
    moe_intermediate_size: int = 2048,
    num_hidden_layers: int = 43,
    num_attention_heads: int = 64,
    num_key_value_heads: int = 1,
    head_dim: int = 512,
    qk_rope_head_dim: int = 64,
    q_lora_rank: int = 1024,
    o_lora_rank: int = 1024,
    o_groups: int = 8,
    n_routed_experts: int = 256,
    n_shared_experts: int = 1,
    num_experts_per_tok: int = 6,
    routed_scaling_factor: float = 1.5,
    norm_topk_prob: bool = True,
    scoring_func: str = 'sqrtsoftplus',
    topk_method: str = 'noaux_tc',
    hidden_act: str = 'silu',
    swiglu_limit: float = 10.0,
    max_position_embeddings: int = 1048576,
    rope_theta: float = 10000.0,
    rope_scaling: dict | None = None,
    compress_rope_theta: float = 160000.0,
    compress_ratios: list | None = None,
    sliding_window: int = 128,
    num_hash_layers: int = 3,
    hc_eps: float = 1e-06,
    hc_mult: int = 4,
    hc_sinkhorn_iters: int = 20,
    index_head_dim: int = 128,
    index_n_heads: int = 64,
    index_topk: int = 512,
    vision_n_layers: int = 0,
    vision_dim: int = 1024,
    vision_n_heads: int = 16,
    vision_inter_dim: int = 2816,
    vision_patch_size: int = 14,
    vision_rope_theta: float = 10000.0,
    vision_downsample_ratio: int = 3,
    vision_max_n_token: int = 384,
    vision_min_pixels: int = 147456,
    vision_max_wh_ratio: float | None = 8,
    num_nextn_predict_layers: int = 1,
    rms_norm_eps: float = 1e-06,
    attention_bias: bool = False,
    attention_dropout: float = 0.0,
    use_cache: bool = True,
    pad_token_id: int | None = None,
    bos_token_id: int = 0,
    eos_token_id: int = 1,
    pretraining_tp: int = 1,
    tie_word_embeddings: bool = False,
    initializer_range: float = 0.02,
    torch_dtype: str | None = None,
    kwargs = {}
)