frob/ deepseek-v4-flash:284b-a13b-mxfp4

149 1 week ago

tools thinking
... /
model
1b716cb91a3d · 156GB
    Metadata
  • general.architecture
    deepseek4
  • general.file_type
    (!unknown_file_type 38!)
  • deepseek4.attention.compress_ratios
    [0, 0, 4, 128, 4, ...]
  • deepseek4.attention.compress_rope_freq_base
    160000
  • deepseek4.attention.head_count
    64
  • deepseek4.attention.head_count_kv
    1
  • deepseek4.attention.indexer.head_count
    64
  • deepseek4.attention.indexer.key_length
    128
  • deepseek4.attention.indexer.top_k
    512
  • deepseek4.attention.key_length
    512
  • deepseek4.attention.layer_norm_rms_epsilon
    1e-06
  • deepseek4.attention.output_group_count
    8
  • deepseek4.attention.output_lora_rank
    1024
  • deepseek4.attention.q_lora_rank
    1024
  • deepseek4.attention.sliding_window
    128
  • deepseek4.attention.value_length
    512
  • deepseek4.block_count
    43
  • deepseek4.context_length
    1048576
  • deepseek4.embedding_length
    4096
  • deepseek4.expert_count
    256
  • deepseek4.expert_feed_forward_length
    2048
  • deepseek4.expert_gating_func
    4
  • deepseek4.expert_shared_count
    1
  • deepseek4.expert_used_count
    6
  • deepseek4.expert_weights_norm
    true
  • deepseek4.expert_weights_scale
    1.5
  • deepseek4.hash_layer_count
    3
  • deepseek4.hyper_connection.count
    4
  • deepseek4.hyper_connection.epsilon
    1e-06
  • deepseek4.hyper_connection.sinkhorn_iterations
    20
  • deepseek4.rope.dimension_count
    64
  • deepseek4.rope.freq_base
    10000
  • deepseek4.rope.scaling.factor
    16
  • deepseek4.rope.scaling.original_context_length
    65536
  • deepseek4.rope.scaling.type
    yarn
  • deepseek4.rope.scaling.yarn_beta_fast
    32
  • deepseek4.rope.scaling.yarn_beta_slow
    1
  • deepseek4.swiglu_clamp_exp
    [10, 10, 10, 10, 10, ...]
  • deepseek4.swiglu_clamp_shexp
    [10, 10, 10, 10, 10, ...]
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.eos_token_id
    1
  • tokenizer.ggml.merges
    [Ġ t, Ġ a, i n, Ġ Ġ, h e, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    1
  • tokenizer.ggml.pre
    joyai-llm
  • tokenizer.ggml.token_type
    [3, 3, 3, 1, 1, ...]
  • tokenizer.ggml.tokens
    [<｜begin▁of▁sentence｜>, <｜end▁of▁sentence｜>, <｜▁pad▁｜>, !, ", ...]
    • Tensor
  • token_embd.weight
    BF16
    [4096, 129280]
    • blk.0
  • blk.0.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.0.attn_kv_a_norm.weight
    F32
    [512]
  • blk.0.attn_norm.weight
    F32
    [4096]
  • blk.0.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.0.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.0.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.0.attn_q_a_norm.weight
    F32
    [1024]
  • blk.0.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.0.attn_sinks.weight
    F32
    [64]
  • blk.0.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.0.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.0.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.0.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.0.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.0.ffn_gate_tid2eid.weight
    I32
    [6, 129280]
  • blk.0.ffn_norm.weight
    F32
    [4096]
  • blk.0.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.0.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.0.hc_attn_base.weight
    F32
    [24]
  • blk.0.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.0.hc_attn_scale.weight
    F32
    [3]
  • blk.0.hc_ffn_base.weight
    F32
    [24]
  • blk.0.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.0.hc_ffn_scale.weight
    F32
    [3]
    • blk.1
  • blk.1.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.1.attn_kv_a_norm.weight
    F32
    [512]
  • blk.1.attn_norm.weight
    F32
    [4096]
  • blk.1.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.1.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.1.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.1.attn_q_a_norm.weight
    F32
    [1024]
  • blk.1.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.1.attn_sinks.weight
    F32
    [64]
  • blk.1.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.1.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.1.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.1.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.1.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.1.ffn_gate_tid2eid.weight
    I32
    [6, 129280]
  • blk.1.ffn_norm.weight
    F32
    [4096]
  • blk.1.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.1.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.1.hc_attn_base.weight
    F32
    [24]
  • blk.1.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.1.hc_attn_scale.weight
    F32
    [3]
  • blk.1.hc_ffn_base.weight
    F32
    [24]
  • blk.1.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.1.hc_ffn_scale.weight
    F32
    [3]
    • blk.2
  • blk.2.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.2.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.2.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.2.attn_compressor_norm.weight
    F32
    [512]
  • blk.2.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.2.attn_kv_a_norm.weight
    F32
    [512]
  • blk.2.attn_norm.weight
    F32
    [4096]
  • blk.2.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.2.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.2.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.2.attn_q_a_norm.weight
    F32
    [1024]
  • blk.2.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.2.attn_sinks.weight
    F32
    [64]
  • blk.2.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.2.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.2.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.2.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.2.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.2.ffn_gate_tid2eid.weight
    I32
    [6, 129280]
  • blk.2.ffn_norm.weight
    F32
    [4096]
  • blk.2.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.2.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.2.hc_attn_base.weight
    F32
    [24]
  • blk.2.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.2.hc_attn_scale.weight
    F32
    [3]
  • blk.2.hc_ffn_base.weight
    F32
    [24]
  • blk.2.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.2.hc_ffn_scale.weight
    F32
    [3]
  • blk.2.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.2.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.2.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.2.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.2.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.2.indexer_compressor_norm.weight
    F32
    [128]
    • blk.3
  • blk.3.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.3.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.3.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.3.attn_compressor_norm.weight
    F32
    [512]
  • blk.3.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.3.attn_kv_a_norm.weight
    F32
    [512]
  • blk.3.attn_norm.weight
    F32
    [4096]
  • blk.3.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.3.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.3.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.3.attn_q_a_norm.weight
    F32
    [1024]
  • blk.3.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.3.attn_sinks.weight
    F32
    [64]
  • blk.3.exp_probs_b.bias
    F32
    [256]
  • blk.3.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.3.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.3.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.3.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.3.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.3.ffn_norm.weight
    F32
    [4096]
  • blk.3.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.3.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.3.hc_attn_base.weight
    F32
    [24]
  • blk.3.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.3.hc_attn_scale.weight
    F32
    [3]
  • blk.3.hc_ffn_base.weight
    F32
    [24]
  • blk.3.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.3.hc_ffn_scale.weight
    F32
    [3]
    • blk.4
  • blk.4.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.4.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.4.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.4.attn_compressor_norm.weight
    F32
    [512]
  • blk.4.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.4.attn_kv_a_norm.weight
    F32
    [512]
  • blk.4.attn_norm.weight
    F32
    [4096]
  • blk.4.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.4.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.4.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.4.attn_q_a_norm.weight
    F32
    [1024]
  • blk.4.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.4.attn_sinks.weight
    F32
    [64]
  • blk.4.exp_probs_b.bias
    F32
    [256]
  • blk.4.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.4.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.4.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.4.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.4.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.4.ffn_norm.weight
    F32
    [4096]
  • blk.4.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.4.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.4.hc_attn_base.weight
    F32
    [24]
  • blk.4.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.4.hc_attn_scale.weight
    F32
    [3]
  • blk.4.hc_ffn_base.weight
    F32
    [24]
  • blk.4.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.4.hc_ffn_scale.weight
    F32
    [3]
  • blk.4.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.4.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.4.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.4.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.4.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.4.indexer_compressor_norm.weight
    F32
    [128]
    • blk.5
  • blk.5.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.5.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.5.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.5.attn_compressor_norm.weight
    F32
    [512]
  • blk.5.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.5.attn_kv_a_norm.weight
    F32
    [512]
  • blk.5.attn_norm.weight
    F32
    [4096]
  • blk.5.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.5.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.5.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.5.attn_q_a_norm.weight
    F32
    [1024]
  • blk.5.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.5.attn_sinks.weight
    F32
    [64]
  • blk.5.exp_probs_b.bias
    F32
    [256]
  • blk.5.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.5.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.5.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.5.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.5.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.5.ffn_norm.weight
    F32
    [4096]
  • blk.5.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.5.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.5.hc_attn_base.weight
    F32
    [24]
  • blk.5.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.5.hc_attn_scale.weight
    F32
    [3]
  • blk.5.hc_ffn_base.weight
    F32
    [24]
  • blk.5.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.5.hc_ffn_scale.weight
    F32
    [3]
    • blk.6
  • blk.6.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.6.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.6.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.6.attn_compressor_norm.weight
    F32
    [512]
  • blk.6.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.6.attn_kv_a_norm.weight
    F32
    [512]
  • blk.6.attn_norm.weight
    F32
    [4096]
  • blk.6.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.6.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.6.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.6.attn_q_a_norm.weight
    F32
    [1024]
  • blk.6.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.6.attn_sinks.weight
    F32
    [64]
  • blk.6.exp_probs_b.bias
    F32
    [256]
  • blk.6.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.6.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.6.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.6.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.6.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.6.ffn_norm.weight
    F32
    [4096]
  • blk.6.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.6.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.6.hc_attn_base.weight
    F32
    [24]
  • blk.6.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.6.hc_attn_scale.weight
    F32
    [3]
  • blk.6.hc_ffn_base.weight
    F32
    [24]
  • blk.6.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.6.hc_ffn_scale.weight
    F32
    [3]
  • blk.6.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.6.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.6.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.6.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.6.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.6.indexer_compressor_norm.weight
    F32
    [128]
    • blk.7
  • blk.7.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.7.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.7.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.7.attn_compressor_norm.weight
    F32
    [512]
  • blk.7.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.7.attn_kv_a_norm.weight
    F32
    [512]
  • blk.7.attn_norm.weight
    F32
    [4096]
  • blk.7.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.7.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.7.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.7.attn_q_a_norm.weight
    F32
    [1024]
  • blk.7.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.7.attn_sinks.weight
    F32
    [64]
  • blk.7.exp_probs_b.bias
    F32
    [256]
  • blk.7.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.7.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.7.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.7.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.7.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.7.ffn_norm.weight
    F32
    [4096]
  • blk.7.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.7.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.7.hc_attn_base.weight
    F32
    [24]
  • blk.7.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.7.hc_attn_scale.weight
    F32
    [3]
  • blk.7.hc_ffn_base.weight
    F32
    [24]
  • blk.7.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.7.hc_ffn_scale.weight
    F32
    [3]
    • blk.8
  • blk.8.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.8.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.8.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.8.attn_compressor_norm.weight
    F32
    [512]
  • blk.8.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.8.attn_kv_a_norm.weight
    F32
    [512]
  • blk.8.attn_norm.weight
    F32
    [4096]
  • blk.8.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.8.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.8.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.8.attn_q_a_norm.weight
    F32
    [1024]
  • blk.8.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.8.attn_sinks.weight
    F32
    [64]
  • blk.8.exp_probs_b.bias
    F32
    [256]
  • blk.8.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.8.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.8.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.8.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.8.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.8.ffn_norm.weight
    F32
    [4096]
  • blk.8.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.8.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.8.hc_attn_base.weight
    F32
    [24]
  • blk.8.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.8.hc_attn_scale.weight
    F32
    [3]
  • blk.8.hc_ffn_base.weight
    F32
    [24]
  • blk.8.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.8.hc_ffn_scale.weight
    F32
    [3]
  • blk.8.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.8.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.8.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.8.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.8.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.8.indexer_compressor_norm.weight
    F32
    [128]
    • blk.9
  • blk.9.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.9.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.9.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.9.attn_compressor_norm.weight
    F32
    [512]
  • blk.9.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.9.attn_kv_a_norm.weight
    F32
    [512]
  • blk.9.attn_norm.weight
    F32
    [4096]
  • blk.9.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.9.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.9.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.9.attn_q_a_norm.weight
    F32
    [1024]
  • blk.9.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.9.attn_sinks.weight
    F32
    [64]
  • blk.9.exp_probs_b.bias
    F32
    [256]
  • blk.9.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.9.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.9.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.9.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.9.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.9.ffn_norm.weight
    F32
    [4096]
  • blk.9.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.9.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.9.hc_attn_base.weight
    F32
    [24]
  • blk.9.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.9.hc_attn_scale.weight
    F32
    [3]
  • blk.9.hc_ffn_base.weight
    F32
    [24]
  • blk.9.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.9.hc_ffn_scale.weight
    F32
    [3]
    • blk.10
  • blk.10.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.10.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.10.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.10.attn_compressor_norm.weight
    F32
    [512]
  • blk.10.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.10.attn_kv_a_norm.weight
    F32
    [512]
  • blk.10.attn_norm.weight
    F32
    [4096]
  • blk.10.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.10.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.10.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.10.attn_q_a_norm.weight
    F32
    [1024]
  • blk.10.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.10.attn_sinks.weight
    F32
    [64]
  • blk.10.exp_probs_b.bias
    F32
    [256]
  • blk.10.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.10.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.10.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.10.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.10.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.10.ffn_norm.weight
    F32
    [4096]
  • blk.10.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.10.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.10.hc_attn_base.weight
    F32
    [24]
  • blk.10.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.10.hc_attn_scale.weight
    F32
    [3]
  • blk.10.hc_ffn_base.weight
    F32
    [24]
  • blk.10.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.10.hc_ffn_scale.weight
    F32
    [3]
  • blk.10.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.10.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.10.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.10.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.10.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.10.indexer_compressor_norm.weight
    F32
    [128]
    • blk.11
  • blk.11.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.11.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.11.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.11.attn_compressor_norm.weight
    F32
    [512]
  • blk.11.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.11.attn_kv_a_norm.weight
    F32
    [512]
  • blk.11.attn_norm.weight
    F32
    [4096]
  • blk.11.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.11.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.11.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.11.attn_q_a_norm.weight
    F32
    [1024]
  • blk.11.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.11.attn_sinks.weight
    F32
    [64]
  • blk.11.exp_probs_b.bias
    F32
    [256]
  • blk.11.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.11.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.11.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.11.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.11.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.11.ffn_norm.weight
    F32
    [4096]
  • blk.11.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.11.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.11.hc_attn_base.weight
    F32
    [24]
  • blk.11.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.11.hc_attn_scale.weight
    F32
    [3]
  • blk.11.hc_ffn_base.weight
    F32
    [24]
  • blk.11.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.11.hc_ffn_scale.weight
    F32
    [3]
    • blk.12
  • blk.12.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.12.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.12.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.12.attn_compressor_norm.weight
    F32
    [512]
  • blk.12.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.12.attn_kv_a_norm.weight
    F32
    [512]
  • blk.12.attn_norm.weight
    F32
    [4096]
  • blk.12.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.12.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.12.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.12.attn_q_a_norm.weight
    F32
    [1024]
  • blk.12.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.12.attn_sinks.weight
    F32
    [64]
  • blk.12.exp_probs_b.bias
    F32
    [256]
  • blk.12.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.12.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.12.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.12.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.12.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.12.ffn_norm.weight
    F32
    [4096]
  • blk.12.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.12.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.12.hc_attn_base.weight
    F32
    [24]
  • blk.12.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.12.hc_attn_scale.weight
    F32
    [3]
  • blk.12.hc_ffn_base.weight
    F32
    [24]
  • blk.12.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.12.hc_ffn_scale.weight
    F32
    [3]
  • blk.12.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.12.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.12.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.12.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.12.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.12.indexer_compressor_norm.weight
    F32
    [128]
    • blk.13
  • blk.13.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.13.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.13.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.13.attn_compressor_norm.weight
    F32
    [512]
  • blk.13.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.13.attn_kv_a_norm.weight
    F32
    [512]
  • blk.13.attn_norm.weight
    F32
    [4096]
  • blk.13.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.13.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.13.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.13.attn_q_a_norm.weight
    F32
    [1024]
  • blk.13.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.13.attn_sinks.weight
    F32
    [64]
  • blk.13.exp_probs_b.bias
    F32
    [256]
  • blk.13.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.13.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.13.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.13.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.13.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.13.ffn_norm.weight
    F32
    [4096]
  • blk.13.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.13.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.13.hc_attn_base.weight
    F32
    [24]
  • blk.13.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.13.hc_attn_scale.weight
    F32
    [3]
  • blk.13.hc_ffn_base.weight
    F32
    [24]
  • blk.13.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.13.hc_ffn_scale.weight
    F32
    [3]
    • blk.14
  • blk.14.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.14.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.14.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.14.attn_compressor_norm.weight
    F32
    [512]
  • blk.14.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.14.attn_kv_a_norm.weight
    F32
    [512]
  • blk.14.attn_norm.weight
    F32
    [4096]
  • blk.14.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.14.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.14.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.14.attn_q_a_norm.weight
    F32
    [1024]
  • blk.14.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.14.attn_sinks.weight
    F32
    [64]
  • blk.14.exp_probs_b.bias
    F32
    [256]
  • blk.14.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.14.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.14.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.14.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.14.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.14.ffn_norm.weight
    F32
    [4096]
  • blk.14.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.14.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.14.hc_attn_base.weight
    F32
    [24]
  • blk.14.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.14.hc_attn_scale.weight
    F32
    [3]
  • blk.14.hc_ffn_base.weight
    F32
    [24]
  • blk.14.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.14.hc_ffn_scale.weight
    F32
    [3]
  • blk.14.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.14.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.14.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.14.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.14.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.14.indexer_compressor_norm.weight
    F32
    [128]
    • blk.15
  • blk.15.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.15.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.15.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.15.attn_compressor_norm.weight
    F32
    [512]
  • blk.15.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.15.attn_kv_a_norm.weight
    F32
    [512]
  • blk.15.attn_norm.weight
    F32
    [4096]
  • blk.15.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.15.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.15.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.15.attn_q_a_norm.weight
    F32
    [1024]
  • blk.15.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.15.attn_sinks.weight
    F32
    [64]
  • blk.15.exp_probs_b.bias
    F32
    [256]
  • blk.15.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.15.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.15.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.15.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.15.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.15.ffn_norm.weight
    F32
    [4096]
  • blk.15.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.15.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.15.hc_attn_base.weight
    F32
    [24]
  • blk.15.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.15.hc_attn_scale.weight
    F32
    [3]
  • blk.15.hc_ffn_base.weight
    F32
    [24]
  • blk.15.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.15.hc_ffn_scale.weight
    F32
    [3]
    • blk.16
  • blk.16.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.16.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.16.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.16.attn_compressor_norm.weight
    F32
    [512]
  • blk.16.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.16.attn_kv_a_norm.weight
    F32
    [512]
  • blk.16.attn_norm.weight
    F32
    [4096]
  • blk.16.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.16.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.16.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.16.attn_q_a_norm.weight
    F32
    [1024]
  • blk.16.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.16.attn_sinks.weight
    F32
    [64]
  • blk.16.exp_probs_b.bias
    F32
    [256]
  • blk.16.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.16.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.16.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.16.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.16.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.16.ffn_norm.weight
    F32
    [4096]
  • blk.16.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.16.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.16.hc_attn_base.weight
    F32
    [24]
  • blk.16.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.16.hc_attn_scale.weight
    F32
    [3]
  • blk.16.hc_ffn_base.weight
    F32
    [24]
  • blk.16.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.16.hc_ffn_scale.weight
    F32
    [3]
  • blk.16.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.16.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.16.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.16.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.16.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.16.indexer_compressor_norm.weight
    F32
    [128]
    • blk.17
  • blk.17.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.17.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.17.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.17.attn_compressor_norm.weight
    F32
    [512]
  • blk.17.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.17.attn_kv_a_norm.weight
    F32
    [512]
  • blk.17.attn_norm.weight
    F32
    [4096]
  • blk.17.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.17.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.17.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.17.attn_q_a_norm.weight
    F32
    [1024]
  • blk.17.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.17.attn_sinks.weight
    F32
    [64]
  • blk.17.exp_probs_b.bias
    F32
    [256]
  • blk.17.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.17.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.17.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.17.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.17.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.17.ffn_norm.weight
    F32
    [4096]
  • blk.17.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.17.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.17.hc_attn_base.weight
    F32
    [24]
  • blk.17.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.17.hc_attn_scale.weight
    F32
    [3]
  • blk.17.hc_ffn_base.weight
    F32
    [24]
  • blk.17.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.17.hc_ffn_scale.weight
    F32
    [3]
    • blk.18
  • blk.18.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.18.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.18.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.18.attn_compressor_norm.weight
    F32
    [512]
  • blk.18.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.18.attn_kv_a_norm.weight
    F32
    [512]
  • blk.18.attn_norm.weight
    F32
    [4096]
  • blk.18.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.18.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.18.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.18.attn_q_a_norm.weight
    F32
    [1024]
  • blk.18.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.18.attn_sinks.weight
    F32
    [64]
  • blk.18.exp_probs_b.bias
    F32
    [256]
  • blk.18.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.18.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.18.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.18.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.18.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.18.ffn_norm.weight
    F32
    [4096]
  • blk.18.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.18.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.18.hc_attn_base.weight
    F32
    [24]
  • blk.18.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.18.hc_attn_scale.weight
    F32
    [3]
  • blk.18.hc_ffn_base.weight
    F32
    [24]
  • blk.18.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.18.hc_ffn_scale.weight
    F32
    [3]
  • blk.18.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.18.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.18.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.18.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.18.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.18.indexer_compressor_norm.weight
    F32
    [128]
    • blk.19
  • blk.19.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.19.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.19.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.19.attn_compressor_norm.weight
    F32
    [512]
  • blk.19.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.19.attn_kv_a_norm.weight
    F32
    [512]
  • blk.19.attn_norm.weight
    F32
    [4096]
  • blk.19.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.19.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.19.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.19.attn_q_a_norm.weight
    F32
    [1024]
  • blk.19.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.19.attn_sinks.weight
    F32
    [64]
  • blk.19.exp_probs_b.bias
    F32
    [256]
  • blk.19.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.19.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.19.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.19.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.19.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.19.ffn_norm.weight
    F32
    [4096]
  • blk.19.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.19.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.19.hc_attn_base.weight
    F32
    [24]
  • blk.19.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.19.hc_attn_scale.weight
    F32
    [3]
  • blk.19.hc_ffn_base.weight
    F32
    [24]
  • blk.19.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.19.hc_ffn_scale.weight
    F32
    [3]
    • blk.20
  • blk.20.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.20.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.20.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.20.attn_compressor_norm.weight
    F32
    [512]
  • blk.20.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.20.attn_kv_a_norm.weight
    F32
    [512]
  • blk.20.attn_norm.weight
    F32
    [4096]
  • blk.20.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.20.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.20.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.20.attn_q_a_norm.weight
    F32
    [1024]
  • blk.20.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.20.attn_sinks.weight
    F32
    [64]
  • blk.20.exp_probs_b.bias
    F32
    [256]
  • blk.20.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.20.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.20.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.20.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.20.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.20.ffn_norm.weight
    F32
    [4096]
  • blk.20.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.20.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.20.hc_attn_base.weight
    F32
    [24]
  • blk.20.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.20.hc_attn_scale.weight
    F32
    [3]
  • blk.20.hc_ffn_base.weight
    F32
    [24]
  • blk.20.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.20.hc_ffn_scale.weight
    F32
    [3]
  • blk.20.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.20.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.20.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.20.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.20.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.20.indexer_compressor_norm.weight
    F32
    [128]
    • blk.21
  • blk.21.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.21.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.21.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.21.attn_compressor_norm.weight
    F32
    [512]
  • blk.21.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.21.attn_kv_a_norm.weight
    F32
    [512]
  • blk.21.attn_norm.weight
    F32
    [4096]
  • blk.21.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.21.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.21.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.21.attn_q_a_norm.weight
    F32
    [1024]
  • blk.21.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.21.attn_sinks.weight
    F32
    [64]
  • blk.21.exp_probs_b.bias
    F32
    [256]
  • blk.21.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.21.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.21.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.21.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.21.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.21.ffn_norm.weight
    F32
    [4096]
  • blk.21.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.21.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.21.hc_attn_base.weight
    F32
    [24]
  • blk.21.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.21.hc_attn_scale.weight
    F32
    [3]
  • blk.21.hc_ffn_base.weight
    F32
    [24]
  • blk.21.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.21.hc_ffn_scale.weight
    F32
    [3]
    • blk.22
  • blk.22.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.22.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.22.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.22.attn_compressor_norm.weight
    F32
    [512]
  • blk.22.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.22.attn_kv_a_norm.weight
    F32
    [512]
  • blk.22.attn_norm.weight
    F32
    [4096]
  • blk.22.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.22.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.22.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.22.attn_q_a_norm.weight
    F32
    [1024]
  • blk.22.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.22.attn_sinks.weight
    F32
    [64]
  • blk.22.exp_probs_b.bias
    F32
    [256]
  • blk.22.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.22.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.22.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.22.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.22.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.22.ffn_norm.weight
    F32
    [4096]
  • blk.22.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.22.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.22.hc_attn_base.weight
    F32
    [24]
  • blk.22.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.22.hc_attn_scale.weight
    F32
    [3]
  • blk.22.hc_ffn_base.weight
    F32
    [24]
  • blk.22.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.22.hc_ffn_scale.weight
    F32
    [3]
  • blk.22.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.22.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.22.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.22.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.22.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.22.indexer_compressor_norm.weight
    F32
    [128]
    • blk.23
  • blk.23.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.23.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.23.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.23.attn_compressor_norm.weight
    F32
    [512]
  • blk.23.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.23.attn_kv_a_norm.weight
    F32
    [512]
  • blk.23.attn_norm.weight
    F32
    [4096]
  • blk.23.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.23.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.23.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.23.attn_q_a_norm.weight
    F32
    [1024]
  • blk.23.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.23.attn_sinks.weight
    F32
    [64]
  • blk.23.exp_probs_b.bias
    F32
    [256]
  • blk.23.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.23.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.23.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.23.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.23.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.23.ffn_norm.weight
    F32
    [4096]
  • blk.23.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.23.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.23.hc_attn_base.weight
    F32
    [24]
  • blk.23.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.23.hc_attn_scale.weight
    F32
    [3]
  • blk.23.hc_ffn_base.weight
    F32
    [24]
  • blk.23.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.23.hc_ffn_scale.weight
    F32
    [3]
    • blk.24
  • blk.24.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.24.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.24.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.24.attn_compressor_norm.weight
    F32
    [512]
  • blk.24.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.24.attn_kv_a_norm.weight
    F32
    [512]
  • blk.24.attn_norm.weight
    F32
    [4096]
  • blk.24.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.24.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.24.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.24.attn_q_a_norm.weight
    F32
    [1024]
  • blk.24.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.24.attn_sinks.weight
    F32
    [64]
  • blk.24.exp_probs_b.bias
    F32
    [256]
  • blk.24.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.24.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.24.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.24.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.24.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.24.ffn_norm.weight
    F32
    [4096]
  • blk.24.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.24.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.24.hc_attn_base.weight
    F32
    [24]
  • blk.24.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.24.hc_attn_scale.weight
    F32
    [3]
  • blk.24.hc_ffn_base.weight
    F32
    [24]
  • blk.24.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.24.hc_ffn_scale.weight
    F32
    [3]
  • blk.24.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.24.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.24.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.24.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.24.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.24.indexer_compressor_norm.weight
    F32
    [128]
    • blk.25
  • blk.25.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.25.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.25.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.25.attn_compressor_norm.weight
    F32
    [512]
  • blk.25.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.25.attn_kv_a_norm.weight
    F32
    [512]
  • blk.25.attn_norm.weight
    F32
    [4096]
  • blk.25.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.25.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.25.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.25.attn_q_a_norm.weight
    F32
    [1024]
  • blk.25.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.25.attn_sinks.weight
    F32
    [64]
  • blk.25.exp_probs_b.bias
    F32
    [256]
  • blk.25.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.25.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.25.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.25.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.25.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.25.ffn_norm.weight
    F32
    [4096]
  • blk.25.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.25.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.25.hc_attn_base.weight
    F32
    [24]
  • blk.25.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.25.hc_attn_scale.weight
    F32
    [3]
  • blk.25.hc_ffn_base.weight
    F32
    [24]
  • blk.25.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.25.hc_ffn_scale.weight
    F32
    [3]
    • blk.26
  • blk.26.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.26.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.26.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.26.attn_compressor_norm.weight
    F32
    [512]
  • blk.26.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.26.attn_kv_a_norm.weight
    F32
    [512]
  • blk.26.attn_norm.weight
    F32
    [4096]
  • blk.26.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.26.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.26.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.26.attn_q_a_norm.weight
    F32
    [1024]
  • blk.26.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.26.attn_sinks.weight
    F32
    [64]
  • blk.26.exp_probs_b.bias
    F32
    [256]
  • blk.26.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.26.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.26.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.26.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.26.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.26.ffn_norm.weight
    F32
    [4096]
  • blk.26.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.26.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.26.hc_attn_base.weight
    F32
    [24]
  • blk.26.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.26.hc_attn_scale.weight
    F32
    [3]
  • blk.26.hc_ffn_base.weight
    F32
    [24]
  • blk.26.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.26.hc_ffn_scale.weight
    F32
    [3]
  • blk.26.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.26.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.26.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.26.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.26.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.26.indexer_compressor_norm.weight
    F32
    [128]
    • blk.27
  • blk.27.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.27.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.27.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.27.attn_compressor_norm.weight
    F32
    [512]
  • blk.27.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.27.attn_kv_a_norm.weight
    F32
    [512]
  • blk.27.attn_norm.weight
    F32
    [4096]
  • blk.27.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.27.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.27.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.27.attn_q_a_norm.weight
    F32
    [1024]
  • blk.27.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.27.attn_sinks.weight
    F32
    [64]
  • blk.27.exp_probs_b.bias
    F32
    [256]
  • blk.27.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.27.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.27.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.27.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.27.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.27.ffn_norm.weight
    F32
    [4096]
  • blk.27.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.27.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.27.hc_attn_base.weight
    F32
    [24]
  • blk.27.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.27.hc_attn_scale.weight
    F32
    [3]
  • blk.27.hc_ffn_base.weight
    F32
    [24]
  • blk.27.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.27.hc_ffn_scale.weight
    F32
    [3]
    • blk.28
  • blk.28.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.28.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.28.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.28.attn_compressor_norm.weight
    F32
    [512]
  • blk.28.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.28.attn_kv_a_norm.weight
    F32
    [512]
  • blk.28.attn_norm.weight
    F32
    [4096]
  • blk.28.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.28.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.28.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.28.attn_q_a_norm.weight
    F32
    [1024]
  • blk.28.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.28.attn_sinks.weight
    F32
    [64]
  • blk.28.exp_probs_b.bias
    F32
    [256]
  • blk.28.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.28.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.28.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.28.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.28.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.28.ffn_norm.weight
    F32
    [4096]
  • blk.28.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.28.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.28.hc_attn_base.weight
    F32
    [24]
  • blk.28.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.28.hc_attn_scale.weight
    F32
    [3]
  • blk.28.hc_ffn_base.weight
    F32
    [24]
  • blk.28.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.28.hc_ffn_scale.weight
    F32
    [3]
  • blk.28.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.28.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.28.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.28.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.28.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.28.indexer_compressor_norm.weight
    F32
    [128]
    • blk.29
  • blk.29.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.29.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.29.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.29.attn_compressor_norm.weight
    F32
    [512]
  • blk.29.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.29.attn_kv_a_norm.weight
    F32
    [512]
  • blk.29.attn_norm.weight
    F32
    [4096]
  • blk.29.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.29.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.29.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.29.attn_q_a_norm.weight
    F32
    [1024]
  • blk.29.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.29.attn_sinks.weight
    F32
    [64]
  • blk.29.exp_probs_b.bias
    F32
    [256]
  • blk.29.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.29.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.29.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.29.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.29.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.29.ffn_norm.weight
    F32
    [4096]
  • blk.29.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.29.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.29.hc_attn_base.weight
    F32
    [24]
  • blk.29.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.29.hc_attn_scale.weight
    F32
    [3]
  • blk.29.hc_ffn_base.weight
    F32
    [24]
  • blk.29.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.29.hc_ffn_scale.weight
    F32
    [3]
    • blk.30
  • blk.30.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.30.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.30.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.30.attn_compressor_norm.weight
    F32
    [512]
  • blk.30.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.30.attn_kv_a_norm.weight
    F32
    [512]
  • blk.30.attn_norm.weight
    F32
    [4096]
  • blk.30.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.30.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.30.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.30.attn_q_a_norm.weight
    F32
    [1024]
  • blk.30.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.30.attn_sinks.weight
    F32
    [64]
  • blk.30.exp_probs_b.bias
    F32
    [256]
  • blk.30.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.30.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.30.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.30.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.30.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.30.ffn_norm.weight
    F32
    [4096]
  • blk.30.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.30.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.30.hc_attn_base.weight
    F32
    [24]
  • blk.30.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.30.hc_attn_scale.weight
    F32
    [3]
  • blk.30.hc_ffn_base.weight
    F32
    [24]
  • blk.30.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.30.hc_ffn_scale.weight
    F32
    [3]
  • blk.30.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.30.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.30.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.30.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.30.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.30.indexer_compressor_norm.weight
    F32
    [128]
    • blk.31
  • blk.31.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.31.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.31.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.31.attn_compressor_norm.weight
    F32
    [512]
  • blk.31.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.31.attn_kv_a_norm.weight
    F32
    [512]
  • blk.31.attn_norm.weight
    F32
    [4096]
  • blk.31.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.31.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.31.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.31.attn_q_a_norm.weight
    F32
    [1024]
  • blk.31.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.31.attn_sinks.weight
    F32
    [64]
  • blk.31.exp_probs_b.bias
    F32
    [256]
  • blk.31.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.31.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.31.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.31.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.31.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.31.ffn_norm.weight
    F32
    [4096]
  • blk.31.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.31.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.31.hc_attn_base.weight
    F32
    [24]
  • blk.31.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.31.hc_attn_scale.weight
    F32
    [3]
  • blk.31.hc_ffn_base.weight
    F32
    [24]
  • blk.31.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.31.hc_ffn_scale.weight
    F32
    [3]
    • blk.32
  • blk.32.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.32.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.32.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.32.attn_compressor_norm.weight
    F32
    [512]
  • blk.32.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.32.attn_kv_a_norm.weight
    F32
    [512]
  • blk.32.attn_norm.weight
    F32
    [4096]
  • blk.32.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.32.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.32.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.32.attn_q_a_norm.weight
    F32
    [1024]
  • blk.32.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.32.attn_sinks.weight
    F32
    [64]
  • blk.32.exp_probs_b.bias
    F32
    [256]
  • blk.32.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.32.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.32.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.32.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.32.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.32.ffn_norm.weight
    F32
    [4096]
  • blk.32.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.32.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.32.hc_attn_base.weight
    F32
    [24]
  • blk.32.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.32.hc_attn_scale.weight
    F32
    [3]
  • blk.32.hc_ffn_base.weight
    F32
    [24]
  • blk.32.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.32.hc_ffn_scale.weight
    F32
    [3]
  • blk.32.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.32.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.32.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.32.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.32.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.32.indexer_compressor_norm.weight
    F32
    [128]
    • blk.33
  • blk.33.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.33.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.33.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.33.attn_compressor_norm.weight
    F32
    [512]
  • blk.33.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.33.attn_kv_a_norm.weight
    F32
    [512]
  • blk.33.attn_norm.weight
    F32
    [4096]
  • blk.33.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.33.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.33.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.33.attn_q_a_norm.weight
    F32
    [1024]
  • blk.33.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.33.attn_sinks.weight
    F32
    [64]
  • blk.33.exp_probs_b.bias
    F32
    [256]
  • blk.33.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.33.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.33.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.33.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.33.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.33.ffn_norm.weight
    F32
    [4096]
  • blk.33.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.33.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.33.hc_attn_base.weight
    F32
    [24]
  • blk.33.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.33.hc_attn_scale.weight
    F32
    [3]
  • blk.33.hc_ffn_base.weight
    F32
    [24]
  • blk.33.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.33.hc_ffn_scale.weight
    F32
    [3]
    • blk.34
  • blk.34.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.34.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.34.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.34.attn_compressor_norm.weight
    F32
    [512]
  • blk.34.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.34.attn_kv_a_norm.weight
    F32
    [512]
  • blk.34.attn_norm.weight
    F32
    [4096]
  • blk.34.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.34.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.34.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.34.attn_q_a_norm.weight
    F32
    [1024]
  • blk.34.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.34.attn_sinks.weight
    F32
    [64]
  • blk.34.exp_probs_b.bias
    F32
    [256]
  • blk.34.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.34.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.34.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.34.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.34.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.34.ffn_norm.weight
    F32
    [4096]
  • blk.34.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.34.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.34.hc_attn_base.weight
    F32
    [24]
  • blk.34.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.34.hc_attn_scale.weight
    F32
    [3]
  • blk.34.hc_ffn_base.weight
    F32
    [24]
  • blk.34.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.34.hc_ffn_scale.weight
    F32
    [3]
  • blk.34.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.34.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.34.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.34.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.34.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.34.indexer_compressor_norm.weight
    F32
    [128]
    • blk.35
  • blk.35.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.35.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.35.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.35.attn_compressor_norm.weight
    F32
    [512]
  • blk.35.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.35.attn_kv_a_norm.weight
    F32
    [512]
  • blk.35.attn_norm.weight
    F32
    [4096]
  • blk.35.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.35.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.35.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.35.attn_q_a_norm.weight
    F32
    [1024]
  • blk.35.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.35.attn_sinks.weight
    F32
    [64]
  • blk.35.exp_probs_b.bias
    F32
    [256]
  • blk.35.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.35.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.35.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.35.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.35.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.35.ffn_norm.weight
    F32
    [4096]
  • blk.35.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.35.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.35.hc_attn_base.weight
    F32
    [24]
  • blk.35.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.35.hc_attn_scale.weight
    F32
    [3]
  • blk.35.hc_ffn_base.weight
    F32
    [24]
  • blk.35.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.35.hc_ffn_scale.weight
    F32
    [3]
    • blk.36
  • blk.36.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.36.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.36.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.36.attn_compressor_norm.weight
    F32
    [512]
  • blk.36.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.36.attn_kv_a_norm.weight
    F32
    [512]
  • blk.36.attn_norm.weight
    F32
    [4096]
  • blk.36.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.36.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.36.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.36.attn_q_a_norm.weight
    F32
    [1024]
  • blk.36.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.36.attn_sinks.weight
    F32
    [64]
  • blk.36.exp_probs_b.bias
    F32
    [256]
  • blk.36.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.36.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.36.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.36.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.36.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.36.ffn_norm.weight
    F32
    [4096]
  • blk.36.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.36.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.36.hc_attn_base.weight
    F32
    [24]
  • blk.36.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.36.hc_attn_scale.weight
    F32
    [3]
  • blk.36.hc_ffn_base.weight
    F32
    [24]
  • blk.36.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.36.hc_ffn_scale.weight
    F32
    [3]
  • blk.36.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.36.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.36.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.36.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.36.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.36.indexer_compressor_norm.weight
    F32
    [128]
    • blk.37
  • blk.37.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.37.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.37.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.37.attn_compressor_norm.weight
    F32
    [512]
  • blk.37.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.37.attn_kv_a_norm.weight
    F32
    [512]
  • blk.37.attn_norm.weight
    F32
    [4096]
  • blk.37.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.37.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.37.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.37.attn_q_a_norm.weight
    F32
    [1024]
  • blk.37.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.37.attn_sinks.weight
    F32
    [64]
  • blk.37.exp_probs_b.bias
    F32
    [256]
  • blk.37.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.37.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.37.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.37.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.37.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.37.ffn_norm.weight
    F32
    [4096]
  • blk.37.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.37.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.37.hc_attn_base.weight
    F32
    [24]
  • blk.37.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.37.hc_attn_scale.weight
    F32
    [3]
  • blk.37.hc_ffn_base.weight
    F32
    [24]
  • blk.37.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.37.hc_ffn_scale.weight
    F32
    [3]
    • blk.38
  • blk.38.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.38.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.38.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.38.attn_compressor_norm.weight
    F32
    [512]
  • blk.38.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.38.attn_kv_a_norm.weight
    F32
    [512]
  • blk.38.attn_norm.weight
    F32
    [4096]
  • blk.38.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.38.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.38.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.38.attn_q_a_norm.weight
    F32
    [1024]
  • blk.38.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.38.attn_sinks.weight
    F32
    [64]
  • blk.38.exp_probs_b.bias
    F32
    [256]
  • blk.38.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.38.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.38.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.38.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.38.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.38.ffn_norm.weight
    F32
    [4096]
  • blk.38.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.38.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.38.hc_attn_base.weight
    F32
    [24]
  • blk.38.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.38.hc_attn_scale.weight
    F32
    [3]
  • blk.38.hc_ffn_base.weight
    F32
    [24]
  • blk.38.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.38.hc_ffn_scale.weight
    F32
    [3]
  • blk.38.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.38.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.38.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.38.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.38.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.38.indexer_compressor_norm.weight
    F32
    [128]
    • blk.39
  • blk.39.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.39.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.39.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.39.attn_compressor_norm.weight
    F32
    [512]
  • blk.39.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.39.attn_kv_a_norm.weight
    F32
    [512]
  • blk.39.attn_norm.weight
    F32
    [4096]
  • blk.39.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.39.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.39.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.39.attn_q_a_norm.weight
    F32
    [1024]
  • blk.39.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.39.attn_sinks.weight
    F32
    [64]
  • blk.39.exp_probs_b.bias
    F32
    [256]
  • blk.39.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.39.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.39.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.39.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.39.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.39.ffn_norm.weight
    F32
    [4096]
  • blk.39.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.39.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.39.hc_attn_base.weight
    F32
    [24]
  • blk.39.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.39.hc_attn_scale.weight
    F32
    [3]
  • blk.39.hc_ffn_base.weight
    F32
    [24]
  • blk.39.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.39.hc_ffn_scale.weight
    F32
    [3]
    • blk.40
  • blk.40.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.40.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.40.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.40.attn_compressor_norm.weight
    F32
    [512]
  • blk.40.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.40.attn_kv_a_norm.weight
    F32
    [512]
  • blk.40.attn_norm.weight
    F32
    [4096]
  • blk.40.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.40.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.40.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.40.attn_q_a_norm.weight
    F32
    [1024]
  • blk.40.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.40.attn_sinks.weight
    F32
    [64]
  • blk.40.exp_probs_b.bias
    F32
    [256]
  • blk.40.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.40.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.40.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.40.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.40.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.40.ffn_norm.weight
    F32
    [4096]
  • blk.40.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.40.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.40.hc_attn_base.weight
    F32
    [24]
  • blk.40.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.40.hc_attn_scale.weight
    F32
    [3]
  • blk.40.hc_ffn_base.weight
    F32
    [24]
  • blk.40.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.40.hc_ffn_scale.weight
    F32
    [3]
  • blk.40.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.40.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.40.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.40.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.40.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.40.indexer_compressor_norm.weight
    F32
    [128]
    • blk.41
  • blk.41.attn_compressor_ape.weight
    F32
    [512, 128]
  • blk.41.attn_compressor_gate.weight
    BF16
    [4096, 512]
  • blk.41.attn_compressor_kv.weight
    BF16
    [4096, 512]
  • blk.41.attn_compressor_norm.weight
    F32
    [512]
  • blk.41.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.41.attn_kv_a_norm.weight
    F32
    [512]
  • blk.41.attn_norm.weight
    F32
    [4096]
  • blk.41.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.41.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.41.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.41.attn_q_a_norm.weight
    F32
    [1024]
  • blk.41.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.41.attn_sinks.weight
    F32
    [64]
  • blk.41.exp_probs_b.bias
    F32
    [256]
  • blk.41.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.41.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.41.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.41.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.41.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.41.ffn_norm.weight
    F32
    [4096]
  • blk.41.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.41.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.41.hc_attn_base.weight
    F32
    [24]
  • blk.41.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.41.hc_attn_scale.weight
    F32
    [3]
  • blk.41.hc_ffn_base.weight
    F32
    [24]
  • blk.41.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.41.hc_ffn_scale.weight
    F32
    [3]
    • blk.42
  • blk.42.attn_compressor_ape.weight
    F32
    [1024, 4]
  • blk.42.attn_compressor_gate.weight
    BF16
    [4096, 1024]
  • blk.42.attn_compressor_kv.weight
    BF16
    [4096, 1024]
  • blk.42.attn_compressor_norm.weight
    F32
    [512]
  • blk.42.attn_kv.weight
    Q8_0
    [4096, 512]
  • blk.42.attn_kv_a_norm.weight
    F32
    [512]
  • blk.42.attn_norm.weight
    F32
    [4096]
  • blk.42.attn_output_a.weight
    Q8_0
    [4096, 8192]
  • blk.42.attn_output_b.weight
    Q8_0
    [8192, 4096]
  • blk.42.attn_q_a.weight
    Q8_0
    [4096, 1024]
  • blk.42.attn_q_a_norm.weight
    F32
    [1024]
  • blk.42.attn_q_b.weight
    Q8_0
    [1024, 32768]
  • blk.42.attn_sinks.weight
    F32
    [64]
  • blk.42.exp_probs_b.bias
    F32
    [256]
  • blk.42.ffn_down_exps.weight
    MXFP4
    [2048, 4096, 256]
  • blk.42.ffn_down_shexp.weight
    Q8_0
    [2048, 4096]
  • blk.42.ffn_gate_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.42.ffn_gate_inp.weight
    BF16
    [4096, 256]
  • blk.42.ffn_gate_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.42.ffn_norm.weight
    F32
    [4096]
  • blk.42.ffn_up_exps.weight
    MXFP4
    [4096, 2048, 256]
  • blk.42.ffn_up_shexp.weight
    Q8_0
    [4096, 2048]
  • blk.42.hc_attn_base.weight
    F32
    [24]
  • blk.42.hc_attn_fn.weight
    F32
    [16384, 24]
  • blk.42.hc_attn_scale.weight
    F32
    [3]
  • blk.42.hc_ffn_base.weight
    F32
    [24]
  • blk.42.hc_ffn_fn.weight
    F32
    [16384, 24]
  • blk.42.hc_ffn_scale.weight
    F32
    [3]
  • blk.42.indexer.attn_q_b.weight
    Q8_0
    [1024, 8192]
  • blk.42.indexer.proj.weight
    BF16
    [4096, 64]
  • blk.42.indexer_compressor_ape.weight
    F32
    [256, 4]
  • blk.42.indexer_compressor_gate.weight
    BF16
    [4096, 256]
  • blk.42.indexer_compressor_kv.weight
    BF16
    [4096, 256]
  • blk.42.indexer_compressor_norm.weight
    F32
    [128]
  • output.weight
    BF16
    [4096, 129280]
  • output_hc_base.weight
    F32
    [4]
  • output_hc_fn.weight
    F32
    [16384, 4]
  • output_hc_scale.weight
    F32
    [1]
  • output_norm.weight
    F32
    [4096]