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ethicalabs
/
granite-4.0-h-350m-MLX

Text Generation
MLX
Safetensors
granitemoehybrid
language
granite-4.0
conversational
4-bit precision
🇪🇺 Region: EU
Model card Files
xet
Community
granite-4.0-h-350m-MLX
File size: 2,145 Bytes 
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{
    "architectures": [
        "GraniteMoeHybridForCausalLM"
    ],
    "attention_bias": false,
    "attention_dropout": 0.0,
    "attention_multiplier": 0.015625,
    "bos_token_id": 100257,
    "embedding_multiplier": 12,
    "eos_token_id": 100257,
    "hidden_act": "silu",
    "hidden_size": 768,
    "init_method": "mup",
    "initializer_range": 0.1,
    "intermediate_size": 2048,
    "layer_types": [
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "attention",
        "mamba",
        "mamba",
        "attention",
        "mamba",
        "mamba",
        "mamba",
        "attention",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "mamba",
        "attention",
        "mamba",
        "mamba",
        "mamba",
        "mamba"
    ],
    "logits_scaling": 3,
    "mamba_chunk_size": 256,
    "mamba_conv_bias": true,
    "mamba_d_conv": 4,
    "mamba_d_head": 32,
    "mamba_d_state": 128,
    "mamba_expand": 2,
    "mamba_n_groups": 1,
    "mamba_n_heads": 48,
    "mamba_proj_bias": false,
    "max_position_embeddings": 32768,
    "model_type": "granitemoehybrid",
    "normalization_function": "rmsnorm",
    "num_attention_heads": 12,
    "num_experts_per_tok": 0,
    "num_hidden_layers": 32,
    "num_key_value_heads": 4,
    "num_local_experts": 0,
    "output_router_logits": false,
    "pad_token_id": 100256,
    "position_embedding_type": "nope",
    "quantization": {
        "group_size": 64,
        "bits": 4,
        "mode": "affine"
    },
    "quantization_config": {
        "group_size": 64,
        "bits": 4,
        "mode": "affine"
    },
    "residual_multiplier": 0.246,
    "rms_norm_eps": 1e-05,
    "rope_scaling": null,
    "rope_theta": 10000,
    "router_aux_loss_coef": 0.01,
    "shared_intermediate_size": 2048,
    "tie_word_embeddings": true,
    "torch_dtype": "bfloat16",
    "transformers_version": "4.56.0",
    "use_cache": true,
    "vocab_size": 100352
}