{ "architectures": [ "SarvamMoEForCausalLM" ], "attention_dropout": 0.0, "attn_implementation": null, "auto_map": { "AutoConfig": "configuration_sarvam_moe.SarvamMoEConfig", "AutoModel": "modeling_sarvam_moe.SarvamMoEModel", "AutoModelForCausalLM": "modeling_sarvam_moe.SarvamMoEForCausalLM" }, "dtype": "float32", "embedding_dropout": 0.0, "eos_token_id": 1, "first_k_dense_replace": 1, "head_dim": 64, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.006, "intermediate_size": 8192, "max_position_embeddings": 131072, "max_window_layers": 19, "model_type": "sarvam_moe", "moe_intermediate_size": 1024, "moe_router_enable_expert_bias": true, "moe_shared_expert_intermediate_size": 1024, "n_group": 1, "norm_topk_prob": true, "num_attention_heads": 64, "num_experts": 128, "num_experts_per_tok": 6, "num_hidden_layers": 19, "num_key_value_heads": 4, "num_shared_experts": 1, "output_dropout": 0.0, "output_router_logits": false, "pad_token_id": 0, "quantization_config": { "config_groups": { "group_0": { "format": "float-quantized", "input_activations": { "actorder": null, "block_structure": null, "dynamic": true, "group_size": null, "num_bits": 8, "observer": null, "observer_kwargs": {}, "scale_dtype": null, "strategy": "token", "symmetric": true, "type": "float", "zp_dtype": null }, "output_activations": null, "targets": [ "Linear" ], "weights": { "actorder": null, "block_structure": null, "dynamic": false, "group_size": null, "num_bits": 8, "observer": "memoryless_minmax", "observer_kwargs": {}, "scale_dtype": null, "strategy": "channel", "symmetric": true, "type": "float", "zp_dtype": null } } }, "format": "float-quantized", "global_compression_ratio": null, "ignore": [ "lm_head" ], "kv_cache_scheme": null, "quant_method": "compressed-tensors", "quantization_status": "compressed", "sparsity_config": {}, "transform_config": {}, "version": "0.14.0" }, "rms_norm_eps": 1e-06, "rope_scaling": null, "rope_theta": 8000000, "routed_scaling_factor": 2.5, "router_dtype": "fp32", "score_function": "sigmoid", "tie_word_embeddings": false, "topk_group": 1, "transformers_version": "4.57.6", "use_bias": false, "use_cache": true, "use_qk_norm": true, "use_qkv_bias": false, "use_rmsnorm": true, "vocab_size": 262144 }