config.json

{
  "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
}