{ "producer": { "name": "modelopt", "cast": "mxfp4_to_nvfp4_offline" }, "quantization": { "quant_algo": "NVFP4", "kv_cache_quant_algo": null, "group_size": 16, "exclude_modules": [ "*self_attn*", "*shared_experts*", "*mlp.gate_proj*", "*mlp.up_proj*", "*mlp.gate_up_proj*", "*mlp.down_proj*", "*lm_head*", "*vision_tower*", "*mm_projector*", "*language_model.lm_head*", "*language_model.model.embed_tokens*", "*input_layernorm*", "*mlp_res_norm*", "*mlp_res_proj*", "*post_attention_layernorm*", "*self_attention_res_norm*", "*self_attention_res_proj*", "*self_attn.b_proj*", "*self_attn.f_a_proj*", "*self_attn.f_b_proj*", "*self_attn.g_proj*", "*self_attn.k_conv1d*", "*self_attn.k_proj*", "*self_attn.o_norm*", "*self_attn.o_proj*", "*self_attn.q_conv1d*", "*self_attn.q_proj*", "*self_attn.v_conv1d*", "*self_attn.v_proj*", "*block_sparse_moe.gate*", "*block_sparse_moe.routed_expert_down_proj*", "*block_sparse_moe.routed_expert_norm*", "*block_sparse_moe.routed_expert_up_proj*", "*block_sparse_moe.shared_experts.down_proj*", "*block_sparse_moe.shared_experts.gate_proj*", "*block_sparse_moe.shared_experts.up_proj*", "*self_attn.kv_a_layernorm*", "*self_attn.kv_a_proj_with_mqa*", "*self_attn.kv_b_proj*", "*self_attn.q_a_layernorm*", "*self_attn.q_a_proj*", "*self_attn.q_b_proj*", "*language_model.model.norm*", "*language_model.model.output_attn_res_norm*", "*language_model.model.output_attn_res_proj*", "*mm_projector.post_norm*", "*mlp.fc0*", "*mlp.fc1*", "*norm0*", "*norm1*", "*wo*", "*wqkv*", "*vision_tower.encoder.final_layernorm*", "*vision_tower.patch_embed.pos_emb*", "*vision_tower.patch_embed.proj*" ], "quantized_modules_count": 247296, "activation_scheme": "none" } }