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Qwen3-4B-TensorRT-LLM-Checkpoint-FP8

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tensorrt-llm
qwen
qwen3
fp8
quantized
checkpoint
conversational
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Qwen3-4B-TensorRT-LLM-Checkpoint-FP8
File size: 2,407 Bytes
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{
    "producer": {
        "name": "modelopt",
        "version": "0.37.0"
    },
    "architecture": "Qwen3ForCausalLM",
    "dtype": "bfloat16",
    "logits_dtype": "float16",
    "num_hidden_layers": 36,
    "num_attention_heads": 32,
    "num_key_value_heads": 8,
    "hidden_size": 2560,
    "norm_epsilon": 1e-06,
    "vocab_size": 151936,
    "max_position_embeddings": 40960,
    "hidden_act": "silu",
    "use_parallel_embedding": true,
    "embedding_sharding_dim": 0,
    "head_size": 128,
    "intermediate_size": 9728,
    "position_embedding_type": "rope_gpt_neox",
    "share_embedding_table": false,
    "residual_mlp": false,
    "bias": false,
    "rotary_pct": 1.0,
    "rank": 0,
    "decoder": "qwen",
    "rmsnorm": true,
    "lm_head_bias": false,
    "mlp_bias": false,
    "attn_bias": false,
    "rotary_base": 1000000,
    "rotary_scaling": null,
    "disable_weight_only_quant_plugin": false,
    "num_labels": 1,
    "use_logn_attn": false,
    "mlp_only_layers": [],
    "decoder_sparse_step": 1,
    "moe": {
        "num_experts": 0,
        "shared_expert_intermediate_size": 0,
        "top_k": 0,
        "normalization_mode": 0,
        "sparse_mixer_epsilon": 0.01,
        "tp_mode": 0,
        "device_limited_n_group": 0,
        "device_limited_topk_group": 0,
        "device_limited_routed_scaling_factor": 1.0
    },
    "runtime_defaults": null,
    "mapping": {
        "world_size": 1,
        "gpus_per_node": 8,
        "cp_size": 1,
        "tp_size": 1,
        "pp_size": 1,
        "moe_tp_size": 1,
        "moe_cluster_size": 1,
        "moe_ep_size": 1,
        "attn_tp_size": 1,
        "attn_cp_size": 1,
        "cp_config": {},
        "enable_attention_dp": false,
        "enable_lm_head_tp_in_adp": false
    },
    "quantization": {
        "quant_algo": "FP8",
        "kv_cache_quant_algo": "FP8",
        "group_size": 128,
        "smoothquant_val": 0.5,
        "clamp_val": null,
        "use_meta_recipe": false,
        "has_zero_point": false,
        "pre_quant_scale": false,
        "exclude_modules": [
            "lm_head"
        ],
        "mamba_ssm_cache_dtype": null
    },
    "qk_layernorm": false,
    "rotary_embedding_dim": 128,
    "seq_length": 8192,
    "qwen_type": "qwen3",
    "moe_intermediate_size": 0,
    "moe_shared_expert_intermediate_size": 0,
    "tie_word_embeddings": true,
    "model_type": "qwen"
}