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NVIDIA-Nemotron-Nano-9B-v2-quantized.w4a16

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NVIDIA-Nemotron-Nano-9B-v2-quantized.w4a16
File size: 2,448 Bytes 
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{
  "architectures": [
    "NemotronHForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "configuration_nemotron_h.NemotronHConfig",
    "AutoModelForCausalLM": "modeling_nemotron_h.NemotronHForCausalLM"
  },
  "bos_token_id": 1,
  "chunk_size": 128,
  "conv_kernel": 4,
  "dtype": "bfloat16",
  "eos_token_id": 12,
  "expand": 2,
  "head_dim": 128,
  "hidden_dropout": 0.0,
  "hidden_size": 4480,
  "hybrid_override_pattern": "M-M-M-MM-M-M-M*-M-M-M*-M-M-M-M*-M-M-M-M*-M-MM-M-M-M-M-M-",
  "initializer_range": 0.02,
  "intermediate_size": 15680,
  "layer_norm_epsilon": 1e-05,
  "mamba_head_dim": 80,
  "mamba_hidden_act": "silu",
  "mamba_num_groups": 8,
  "mamba_num_heads": 128,
  "mamba_proj_bias": false,
  "mamba_state_dim": 128,
  "max_position_embeddings": 131072,
  "mlp_bias": false,
  "mlp_hidden_act": "relu2",
  "model_type": "nemotron_h",
  "n_groups": 8,
  "num_attention_heads": 40,
  "num_hidden_layers": 56,
  "num_key_value_heads": 8,
  "num_logits_to_keep": 1,
  "num_query_groups": 8,
  "pad_token_id": 0,
  "quantization_config": {
    "config_groups": {
      "group_0": {
        "format": "pack-quantized",
        "input_activations": null,
        "output_activations": null,
        "targets": [
          "Linear"
        ],
        "weights": {
          "actorder": "weight",
          "block_structure": null,
          "dynamic": false,
          "group_size": 64,
          "num_bits": 4,
          "observer": "mse",
          "observer_kwargs": {},
          "strategy": "group",
          "symmetric": true,
          "type": "int"
        }
      }
    },
    "format": "pack-quantized",
    "global_compression_ratio": null,
    "ignore": [
      "lm_head"
    ],
    "kv_cache_scheme": null,
    "quant_method": "compressed-tensors",
    "quantization_status": "compressed",
    "sparsity_config": {},
    "transform_config": {},
    "version": "0.12.3.a20251013"
  },
  "rescale_prenorm_residual": true,
  "residual_in_fp32": false,
  "rms_norm_eps": 1e-05,
  "sliding_window": null,
  "ssm_state_size": 128,
  "tie_word_embeddings": false,
  "time_step_floor": 0.0001,
  "time_step_limit": [
    0.0,
    Infinity
  ],
  "time_step_max": 0.1,
  "time_step_min": 0.001,
  "time_step_rank": 256,
  "transformers_version": "4.56.2",
  "use_bias": false,
  "use_cache": false,
  "use_conv_bias": true,
  "use_mamba_kernels": true,
  "vocab_size": 131072
}