metalspork/ qwen3.8-flash-next-ud:UD-IQ3_XXS

859 6 days ago

Unsloth Dynamic Quants for qwen3.8-flash-next

vision
... /
model
f15e411c2e57 · 82GB
    Metadata
  • general.architecture
    qwen4exp
  • general.file_type
    IQ3_XXS
  • qwen4exp.attention.compress_ratios
    [0, 0, 0, 4, 0, ...]
  • qwen4exp.attention.head_count
    24
  • qwen4exp.attention.head_count_kv
    2
  • qwen4exp.attention.indexer.head_count
    4
  • qwen4exp.attention.indexer.key_length
    128
  • qwen4exp.attention.indexer.top_k
    2048
  • qwen4exp.attention.key_length
    256
  • qwen4exp.attention.layer_norm_rms_epsilon
    1e-06
  • qwen4exp.attention.value_length
    256
  • qwen4exp.block_count
    48
  • qwen4exp.context_length
    262144
  • qwen4exp.embedding_length
    2560
  • qwen4exp.embedding_length_per_layer_input
    160
  • qwen4exp.expert_count
    512
  • qwen4exp.expert_feed_forward_length
    640
  • qwen4exp.expert_shared_feed_forward_length
    640
  • qwen4exp.expert_used_count
    10
  • qwen4exp.full_attention_interval
    4
  • qwen4exp.hyper_connection.count
    4
  • qwen4exp.hyper_connection.low_rank
    320
  • qwen4exp.ple.conv_kernel
    4
  • qwen4exp.ple.eos_token_id
    248044
  • qwen4exp.ple.head_offsets
    [0, 20000003, 40000026, 60000059, 80000106, ...]
  • qwen4exp.ple.head_vocab_sizes
    [20000003, 20000023, 20000033, 20000047, 20000059, ...]
  • qwen4exp.ple.heads_per_ngram
    8
  • qwen4exp.ple.image_token_id
    248056
  • qwen4exp.ple.layer_multipliers
    [23703573157769, 20109073645365, 8052911324071]
  • qwen4exp.ple.layers
    [1]
  • qwen4exp.ple.ngram_size
    3
  • qwen4exp.rope.dimension_count
    64
  • qwen4exp.rope.dimension_sections
    [11, 11, 10, 0]
  • qwen4exp.rope.freq_base
    1e+07
  • qwen4exp.ssm.conv_kernel
    4
  • qwen4exp.ssm.group_count
    16
  • qwen4exp.ssm.inner_size
    6144
  • qwen4exp.ssm.state_size
    128
  • qwen4exp.ssm.time_step_rank
    48
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.bos_token_id
    248044
  • tokenizer.ggml.eos_token_id
    248046
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    248044
  • tokenizer.ggml.pre
    qwen35
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
  • quantize.imatrix.chunks_count
    45
  • quantize.imatrix.dataset
    unsloth_calibration_Qwen3.8-Flash-Next.txt
  • quantize.imatrix.entries_count
    926
  • quantize.imatrix.file
    Qwen3.8-Flash-Next-GGUF/imatrix_unsloth.gguf
    • Tensor
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    Q6_K
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    Q6_K
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  • blk.0.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.0.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.0.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.0.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.0.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.0.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.0.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.0.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.0.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.0.hc_attn_inject.weight
    F32
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    F32
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    Q8_0
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    Q8_0
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    F32
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    F32
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  • blk.0.hc_ffn_up.weight
    Q8_0
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  • blk.0.ssm_a
    F32
    [48]
  • blk.0.ssm_alpha.weight
    F32
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  • blk.0.ssm_beta.weight
    F32
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  • blk.0.ssm_conv1d.weight
    F32
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  • blk.0.ssm_dt.bias
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  • blk.0.ssm_norm.weight
    F32
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  • blk.0.ssm_out.weight
    Q6_K
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    • blk.1
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    Q6_K
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  • blk.1.attn_qkv.weight
    Q6_K
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  • blk.1.ffn_down_exps.weight
    IQ4_NL
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  • blk.1.ffn_down_shexp.weight
    Q8_0
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  • blk.1.ffn_gate_exps.weight
    IQ2_S
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    F32
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    F32
    [2560]
  • blk.1.ffn_gate_shexp.weight
    Q6_K
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    IQ2_S
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    F32
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    F32
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    Q8_0
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    F32
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    F32
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  • blk.1.ssm_a
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    F32
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  • blk.1.ssm_beta.weight
    F32
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  • blk.1.ssm_conv1d.weight
    F32
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  • blk.1.ssm_dt.bias
    F32
    [48]
  • blk.1.ssm_norm.weight
    F32
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  • blk.1.ssm_out.weight
    Q6_K
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    • blk.2
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    Q8_0
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  • blk.2.attn_qkv.weight
    Q8_0
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  • blk.2.ffn_down_exps.weight
    IQ4_NL
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  • blk.2.ffn_down_shexp.weight
    Q8_0
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  • blk.2.ffn_gate_exps.weight
    IQ3_S
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  • blk.2.ffn_gate_inp.weight
    F32
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  • blk.2.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.2.ffn_gate_shexp.weight
    Q8_0
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  • blk.2.ffn_up_exps.weight
    IQ3_S
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    Q8_0
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    Q8_0
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    F32
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    F32
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    F32
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  • blk.2.ssm_alpha.weight
    F32
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  • blk.2.ssm_beta.weight
    F32
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    F32
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    F32
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  • blk.2.ssm_norm.weight
    F32
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  • blk.2.ssm_out.weight
    Q6_K
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    • blk.3
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    Q6_K
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    F32
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  • blk.3.attn_q.weight
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    F32
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    Q6_K
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    IQ4_NL
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    Q8_0
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  • blk.3.ffn_gate_exps.weight
    IQ2_S
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    F32
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  • blk.3.ffn_gate_inp_shexp.weight
    F32
    [2560]
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    Q6_K
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    IQ2_S
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  • blk.3.ffn_up_shexp.weight
    Q6_K
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    F32
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    F32
    [10240]
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    Q8_0
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    Q8_0
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    F32
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    F32
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    IQ2_S
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    F32
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    F32
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    Q6_K
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    Q6_K
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    Q6_K
    [2560, 640]
  • blk.8.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.8.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.8.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.8.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.8.hc_attn_norm.weight
    F32
    [10240]
  • blk.8.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.8.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.8.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.8.hc_ffn_norm.weight
    F32
    [10240]
  • blk.8.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.8.ssm_a
    F32
    [48]
  • blk.8.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.8.ssm_beta.weight
    F32
    [2560, 48]
  • blk.8.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.8.ssm_dt.bias
    F32
    [48]
  • blk.8.ssm_norm.weight
    F32
    [128]
  • blk.8.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.9
  • blk.9.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.9.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.9.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.9.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.9.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.9.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.9.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.9.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.9.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.9.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.9.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.9.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.9.hc_attn_norm.weight
    F32
    [10240]
  • blk.9.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.9.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.9.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.9.hc_ffn_norm.weight
    F32
    [10240]
  • blk.9.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.9.ssm_a
    F32
    [48]
  • blk.9.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.9.ssm_beta.weight
    F32
    [2560, 48]
  • blk.9.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.9.ssm_dt.bias
    F32
    [48]
  • blk.9.ssm_norm.weight
    F32
    [128]
  • blk.9.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.10
  • blk.10.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.10.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.10.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.10.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.10.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.10.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.10.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.10.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.10.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.10.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.10.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.10.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.10.hc_attn_norm.weight
    F32
    [10240]
  • blk.10.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.10.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.10.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.10.hc_ffn_norm.weight
    F32
    [10240]
  • blk.10.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.10.ssm_a
    F32
    [48]
  • blk.10.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.10.ssm_beta.weight
    F32
    [2560, 48]
  • blk.10.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.10.ssm_dt.bias
    F32
    [48]
  • blk.10.ssm_norm.weight
    F32
    [128]
  • blk.10.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.11
  • blk.11.attn_k.weight
    Q6_K
    [2560, 512]
  • blk.11.attn_k_norm.weight
    F32
    [256]
  • blk.11.attn_output.weight
    Q6_K
    [6144, 2560]
  • blk.11.attn_q.weight
    Q6_K
    [2560, 12288]
  • blk.11.attn_q_norm.weight
    F32
    [256]
  • blk.11.attn_v.weight
    Q6_K
    [2560, 512]
  • blk.11.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.11.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.11.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.11.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.11.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.11.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.11.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.11.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.11.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.11.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.11.hc_attn_norm.weight
    F32
    [10240]
  • blk.11.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.11.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.11.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.11.hc_ffn_norm.weight
    F32
    [10240]
  • blk.11.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.11.indexer.k_norm.weight
    F32
    [128]
  • blk.11.indexer.k_proj.weight
    BF16
    [2560, 128]
  • blk.11.indexer.q_norm.weight
    F32
    [128]
  • blk.11.indexer.q_proj.weight
    BF16
    [2560, 512]
    • blk.12
  • blk.12.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.12.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.12.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.12.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.12.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.12.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.12.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.12.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.12.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.12.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.12.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.12.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.12.hc_attn_norm.weight
    F32
    [10240]
  • blk.12.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.12.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.12.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.12.hc_ffn_norm.weight
    F32
    [10240]
  • blk.12.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.12.ssm_a
    F32
    [48]
  • blk.12.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.12.ssm_beta.weight
    F32
    [2560, 48]
  • blk.12.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.12.ssm_dt.bias
    F32
    [48]
  • blk.12.ssm_norm.weight
    F32
    [128]
  • blk.12.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.13
  • blk.13.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.13.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.13.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.13.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.13.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.13.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.13.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.13.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.13.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.13.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.13.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.13.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.13.hc_attn_norm.weight
    F32
    [10240]
  • blk.13.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.13.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.13.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.13.hc_ffn_norm.weight
    F32
    [10240]
  • blk.13.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.13.ssm_a
    F32
    [48]
  • blk.13.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.13.ssm_beta.weight
    F32
    [2560, 48]
  • blk.13.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.13.ssm_dt.bias
    F32
    [48]
  • blk.13.ssm_norm.weight
    F32
    [128]
  • blk.13.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.14
  • blk.14.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.14.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.14.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.14.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.14.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.14.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.14.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.14.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.14.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.14.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.14.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.14.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.14.hc_attn_norm.weight
    F32
    [10240]
  • blk.14.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.14.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.14.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.14.hc_ffn_norm.weight
    F32
    [10240]
  • blk.14.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.14.ssm_a
    F32
    [48]
  • blk.14.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.14.ssm_beta.weight
    F32
    [2560, 48]
  • blk.14.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.14.ssm_dt.bias
    F32
    [48]
  • blk.14.ssm_norm.weight
    F32
    [128]
  • blk.14.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.15
  • blk.15.attn_k.weight
    Q6_K
    [2560, 512]
  • blk.15.attn_k_norm.weight
    F32
    [256]
  • blk.15.attn_output.weight
    Q6_K
    [6144, 2560]
  • blk.15.attn_q.weight
    Q6_K
    [2560, 12288]
  • blk.15.attn_q_norm.weight
    F32
    [256]
  • blk.15.attn_v.weight
    Q6_K
    [2560, 512]
  • blk.15.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.15.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.15.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.15.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.15.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.15.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.15.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.15.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.15.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.15.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.15.hc_attn_norm.weight
    F32
    [10240]
  • blk.15.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.15.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.15.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.15.hc_ffn_norm.weight
    F32
    [10240]
  • blk.15.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.15.indexer.k_norm.weight
    F32
    [128]
  • blk.15.indexer.k_proj.weight
    BF16
    [2560, 128]
  • blk.15.indexer.q_norm.weight
    F32
    [128]
  • blk.15.indexer.q_proj.weight
    BF16
    [2560, 512]
    • blk.16
  • blk.16.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.16.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.16.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.16.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.16.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.16.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.16.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.16.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.16.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.16.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.16.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.16.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.16.hc_attn_norm.weight
    F32
    [10240]
  • blk.16.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.16.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.16.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.16.hc_ffn_norm.weight
    F32
    [10240]
  • blk.16.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.16.ssm_a
    F32
    [48]
  • blk.16.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.16.ssm_beta.weight
    F32
    [2560, 48]
  • blk.16.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.16.ssm_dt.bias
    F32
    [48]
  • blk.16.ssm_norm.weight
    F32
    [128]
  • blk.16.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.17
  • blk.17.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.17.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.17.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.17.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.17.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.17.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.17.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.17.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.17.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.17.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.17.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.17.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.17.hc_attn_norm.weight
    F32
    [10240]
  • blk.17.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.17.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.17.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.17.hc_ffn_norm.weight
    F32
    [10240]
  • blk.17.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.17.ssm_a
    F32
    [48]
  • blk.17.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.17.ssm_beta.weight
    F32
    [2560, 48]
  • blk.17.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.17.ssm_dt.bias
    F32
    [48]
  • blk.17.ssm_norm.weight
    F32
    [128]
  • blk.17.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.18
  • blk.18.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.18.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.18.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.18.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.18.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.18.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.18.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.18.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.18.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.18.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.18.hc_attn_down.weight
    Q8_0
    [10240, 320]
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    F32
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    F32
    [10240]
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    Q8_0
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    Q8_0
    [10240, 320]
  • blk.18.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.18.hc_ffn_norm.weight
    F32
    [10240]
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    Q8_0
    [320, 10240]
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    F32
    [48]
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    F32
    [2560, 48]
  • blk.18.ssm_beta.weight
    F32
    [2560, 48]
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    F32
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    F32
    [48]
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    F32
    [128]
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    Q6_K
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    Q6_K
    [2560, 512]
  • blk.19.attn_k_norm.weight
    F32
    [256]
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    Q6_K
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    Q6_K
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  • blk.19.attn_q_norm.weight
    F32
    [256]
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    Q6_K
    [2560, 512]
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    IQ4_NL
    [640, 2560, 512]
  • blk.19.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.19.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.19.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.19.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.19.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.19.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.19.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.19.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.19.hc_attn_inject.weight
    F32
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  • blk.19.hc_attn_norm.weight
    F32
    [10240]
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    Q8_0
    [320, 10240]
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    Q8_0
    [10240, 320]
  • blk.19.hc_ffn_inject.weight
    F32
    [10240, 4]
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    F32
    [10240]
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    Q8_0
    [320, 10240]
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    F32
    [128]
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    BF16
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    F32
    [128]
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    BF16
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    • blk.20
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    Q6_K
    [2560, 6144]
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    Q6_K
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    IQ4_NL
    [640, 2560, 512]
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    Q8_0
    [640, 2560]
  • blk.20.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.20.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.20.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.20.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.20.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.20.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.20.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.20.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.20.hc_attn_norm.weight
    F32
    [10240]
  • blk.20.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.20.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.20.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.20.hc_ffn_norm.weight
    F32
    [10240]
  • blk.20.hc_ffn_up.weight
    Q8_0
    [320, 10240]
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    F32
    [48]
  • blk.20.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.20.ssm_beta.weight
    F32
    [2560, 48]
  • blk.20.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.20.ssm_dt.bias
    F32
    [48]
  • blk.20.ssm_norm.weight
    F32
    [128]
  • blk.20.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.21
  • blk.21.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.21.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.21.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.21.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.21.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.21.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.21.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.21.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.21.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.21.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.21.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.21.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.21.hc_attn_norm.weight
    F32
    [10240]
  • blk.21.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.21.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.21.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.21.hc_ffn_norm.weight
    F32
    [10240]
  • blk.21.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.21.ssm_a
    F32
    [48]
  • blk.21.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.21.ssm_beta.weight
    F32
    [2560, 48]
  • blk.21.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.21.ssm_dt.bias
    F32
    [48]
  • blk.21.ssm_norm.weight
    F32
    [128]
  • blk.21.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.22
  • blk.22.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.22.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.22.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.22.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.22.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.22.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.22.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.22.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.22.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.22.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.22.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.22.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.22.hc_attn_norm.weight
    F32
    [10240]
  • blk.22.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.22.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.22.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.22.hc_ffn_norm.weight
    F32
    [10240]
  • blk.22.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.22.ssm_a
    F32
    [48]
  • blk.22.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.22.ssm_beta.weight
    F32
    [2560, 48]
  • blk.22.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.22.ssm_dt.bias
    F32
    [48]
  • blk.22.ssm_norm.weight
    F32
    [128]
  • blk.22.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.23
  • blk.23.attn_k.weight
    Q6_K
    [2560, 512]
  • blk.23.attn_k_norm.weight
    F32
    [256]
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    Q6_K
    [6144, 2560]
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    Q6_K
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  • blk.23.attn_q_norm.weight
    F32
    [256]
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    Q6_K
    [2560, 512]
  • blk.23.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.23.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.23.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.23.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.23.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.23.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.23.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.23.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.23.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.23.hc_attn_inject.weight
    F32
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  • blk.23.hc_attn_norm.weight
    F32
    [10240]
  • blk.23.hc_attn_up.weight
    Q8_0
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  • blk.23.hc_ffn_down.weight
    Q8_0
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  • blk.23.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.23.hc_ffn_norm.weight
    F32
    [10240]
  • blk.23.hc_ffn_up.weight
    Q8_0
    [320, 10240]
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    F32
    [128]
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    BF16
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  • blk.23.indexer.q_norm.weight
    F32
    [128]
  • blk.23.indexer.q_proj.weight
    BF16
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    • blk.24
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    Q6_K
    [2560, 6144]
  • blk.24.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.24.ffn_down_exps.weight
    IQ4_NL
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  • blk.24.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.24.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.24.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.24.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.24.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.24.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.24.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.24.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.24.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.24.hc_attn_norm.weight
    F32
    [10240]
  • blk.24.hc_attn_up.weight
    Q8_0
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  • blk.24.hc_ffn_down.weight
    Q8_0
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  • blk.24.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.24.hc_ffn_norm.weight
    F32
    [10240]
  • blk.24.hc_ffn_up.weight
    Q8_0
    [320, 10240]
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    F32
    [48]
  • blk.24.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.24.ssm_beta.weight
    F32
    [2560, 48]
  • blk.24.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.24.ssm_dt.bias
    F32
    [48]
  • blk.24.ssm_norm.weight
    F32
    [128]
  • blk.24.ssm_out.weight
    Q6_K
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    • blk.25
  • blk.25.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.25.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.25.ffn_down_exps.weight
    IQ4_NL
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  • blk.25.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.25.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.25.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.25.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.25.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.25.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.25.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.25.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.25.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.25.hc_attn_norm.weight
    F32
    [10240]
  • blk.25.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.25.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.25.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.25.hc_ffn_norm.weight
    F32
    [10240]
  • blk.25.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.25.ssm_a
    F32
    [48]
  • blk.25.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.25.ssm_beta.weight
    F32
    [2560, 48]
  • blk.25.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.25.ssm_dt.bias
    F32
    [48]
  • blk.25.ssm_norm.weight
    F32
    [128]
  • blk.25.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.26
  • blk.26.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.26.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.26.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.26.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.26.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.26.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.26.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.26.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.26.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.26.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.26.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.26.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.26.hc_attn_norm.weight
    F32
    [10240]
  • blk.26.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.26.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.26.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.26.hc_ffn_norm.weight
    F32
    [10240]
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    Q8_0
    [320, 10240]
  • blk.26.ssm_a
    F32
    [48]
  • blk.26.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.26.ssm_beta.weight
    F32
    [2560, 48]
  • blk.26.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.26.ssm_dt.bias
    F32
    [48]
  • blk.26.ssm_norm.weight
    F32
    [128]
  • blk.26.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.27
  • blk.27.attn_k.weight
    Q6_K
    [2560, 512]
  • blk.27.attn_k_norm.weight
    F32
    [256]
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    Q6_K
    [6144, 2560]
  • blk.27.attn_q.weight
    Q6_K
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  • blk.27.attn_q_norm.weight
    F32
    [256]
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    Q6_K
    [2560, 512]
  • blk.27.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.27.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.27.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.27.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.27.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.27.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.27.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.27.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.27.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.27.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.27.hc_attn_norm.weight
    F32
    [10240]
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    Q8_0
    [320, 10240]
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    Q8_0
    [10240, 320]
  • blk.27.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.27.hc_ffn_norm.weight
    F32
    [10240]
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    Q8_0
    [320, 10240]
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    F32
    [128]
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    BF16
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    F32
    [128]
  • blk.27.indexer.q_proj.weight
    BF16
    [2560, 512]
    • blk.28
  • blk.28.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.28.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.28.ffn_down_exps.weight
    IQ4_NL
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  • blk.28.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.28.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.28.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.28.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.28.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.28.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.28.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.28.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.28.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.28.hc_attn_norm.weight
    F32
    [10240]
  • blk.28.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.28.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.28.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.28.hc_ffn_norm.weight
    F32
    [10240]
  • blk.28.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.28.ssm_a
    F32
    [48]
  • blk.28.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.28.ssm_beta.weight
    F32
    [2560, 48]
  • blk.28.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.28.ssm_dt.bias
    F32
    [48]
  • blk.28.ssm_norm.weight
    F32
    [128]
  • blk.28.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.29
  • blk.29.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.29.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.29.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.29.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.29.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.29.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.29.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.29.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.29.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.29.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.29.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.29.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.29.hc_attn_norm.weight
    F32
    [10240]
  • blk.29.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.29.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.29.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.29.hc_ffn_norm.weight
    F32
    [10240]
  • blk.29.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.29.ssm_a
    F32
    [48]
  • blk.29.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.29.ssm_beta.weight
    F32
    [2560, 48]
  • blk.29.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.29.ssm_dt.bias
    F32
    [48]
  • blk.29.ssm_norm.weight
    F32
    [128]
  • blk.29.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.30
  • blk.30.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.30.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.30.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.30.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.30.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.30.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.30.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.30.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.30.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.30.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.30.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.30.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.30.hc_attn_norm.weight
    F32
    [10240]
  • blk.30.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.30.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.30.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.30.hc_ffn_norm.weight
    F32
    [10240]
  • blk.30.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.30.ssm_a
    F32
    [48]
  • blk.30.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.30.ssm_beta.weight
    F32
    [2560, 48]
  • blk.30.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.30.ssm_dt.bias
    F32
    [48]
  • blk.30.ssm_norm.weight
    F32
    [128]
  • blk.30.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.31
  • blk.31.attn_k.weight
    Q6_K
    [2560, 512]
  • blk.31.attn_k_norm.weight
    F32
    [256]
  • blk.31.attn_output.weight
    Q6_K
    [6144, 2560]
  • blk.31.attn_q.weight
    Q6_K
    [2560, 12288]
  • blk.31.attn_q_norm.weight
    F32
    [256]
  • blk.31.attn_v.weight
    Q6_K
    [2560, 512]
  • blk.31.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.31.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.31.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.31.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.31.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.31.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.31.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.31.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.31.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.31.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.31.hc_attn_norm.weight
    F32
    [10240]
  • blk.31.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.31.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.31.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.31.hc_ffn_norm.weight
    F32
    [10240]
  • blk.31.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.31.indexer.k_norm.weight
    F32
    [128]
  • blk.31.indexer.k_proj.weight
    BF16
    [2560, 128]
  • blk.31.indexer.q_norm.weight
    F32
    [128]
  • blk.31.indexer.q_proj.weight
    BF16
    [2560, 512]
    • blk.32
  • blk.32.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.32.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.32.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.32.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.32.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.32.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.32.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.32.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.32.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.32.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.32.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.32.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.32.hc_attn_norm.weight
    F32
    [10240]
  • blk.32.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.32.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.32.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.32.hc_ffn_norm.weight
    F32
    [10240]
  • blk.32.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.32.ssm_a
    F32
    [48]
  • blk.32.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.32.ssm_beta.weight
    F32
    [2560, 48]
  • blk.32.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.32.ssm_dt.bias
    F32
    [48]
  • blk.32.ssm_norm.weight
    F32
    [128]
  • blk.32.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.33
  • blk.33.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.33.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.33.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.33.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.33.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.33.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.33.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.33.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.33.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.33.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.33.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.33.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.33.hc_attn_norm.weight
    F32
    [10240]
  • blk.33.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.33.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.33.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.33.hc_ffn_norm.weight
    F32
    [10240]
  • blk.33.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.33.ssm_a
    F32
    [48]
  • blk.33.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.33.ssm_beta.weight
    F32
    [2560, 48]
  • blk.33.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.33.ssm_dt.bias
    F32
    [48]
  • blk.33.ssm_norm.weight
    F32
    [128]
  • blk.33.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.34
  • blk.34.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.34.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.34.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.34.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.34.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.34.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.34.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.34.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.34.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.34.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.34.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.34.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.34.hc_attn_norm.weight
    F32
    [10240]
  • blk.34.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.34.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.34.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.34.hc_ffn_norm.weight
    F32
    [10240]
  • blk.34.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.34.ssm_a
    F32
    [48]
  • blk.34.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.34.ssm_beta.weight
    F32
    [2560, 48]
  • blk.34.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.34.ssm_dt.bias
    F32
    [48]
  • blk.34.ssm_norm.weight
    F32
    [128]
  • blk.34.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.35
  • blk.35.attn_k.weight
    Q6_K
    [2560, 512]
  • blk.35.attn_k_norm.weight
    F32
    [256]
  • blk.35.attn_output.weight
    Q6_K
    [6144, 2560]
  • blk.35.attn_q.weight
    Q6_K
    [2560, 12288]
  • blk.35.attn_q_norm.weight
    F32
    [256]
  • blk.35.attn_v.weight
    Q6_K
    [2560, 512]
  • blk.35.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.35.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.35.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.35.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.35.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.35.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.35.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.35.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.35.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.35.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.35.hc_attn_norm.weight
    F32
    [10240]
  • blk.35.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.35.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.35.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.35.hc_ffn_norm.weight
    F32
    [10240]
  • blk.35.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.35.indexer.k_norm.weight
    F32
    [128]
  • blk.35.indexer.k_proj.weight
    BF16
    [2560, 128]
  • blk.35.indexer.q_norm.weight
    F32
    [128]
  • blk.35.indexer.q_proj.weight
    BF16
    [2560, 512]
    • blk.36
  • blk.36.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.36.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.36.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.36.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.36.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.36.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.36.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.36.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.36.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.36.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.36.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.36.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.36.hc_attn_norm.weight
    F32
    [10240]
  • blk.36.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.36.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.36.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.36.hc_ffn_norm.weight
    F32
    [10240]
  • blk.36.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.36.ssm_a
    F32
    [48]
  • blk.36.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.36.ssm_beta.weight
    F32
    [2560, 48]
  • blk.36.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.36.ssm_dt.bias
    F32
    [48]
  • blk.36.ssm_norm.weight
    F32
    [128]
  • blk.36.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.37
  • blk.37.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.37.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.37.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.37.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.37.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.37.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.37.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.37.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.37.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.37.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.37.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.37.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.37.hc_attn_norm.weight
    F32
    [10240]
  • blk.37.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.37.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.37.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.37.hc_ffn_norm.weight
    F32
    [10240]
  • blk.37.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.37.ssm_a
    F32
    [48]
  • blk.37.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.37.ssm_beta.weight
    F32
    [2560, 48]
  • blk.37.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.37.ssm_dt.bias
    F32
    [48]
  • blk.37.ssm_norm.weight
    F32
    [128]
  • blk.37.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.38
  • blk.38.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.38.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.38.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.38.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.38.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.38.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.38.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.38.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.38.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.38.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.38.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.38.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.38.hc_attn_norm.weight
    F32
    [10240]
  • blk.38.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.38.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.38.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.38.hc_ffn_norm.weight
    F32
    [10240]
  • blk.38.hc_ffn_up.weight
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    Q6_K
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    F32
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    Q6_K
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    F32
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    Q6_K
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    IQ4_NL
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    Q8_0
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    IQ2_S
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  • blk.39.ffn_gate_inp.weight
    F32
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  • blk.39.ffn_gate_inp_shexp.weight
    F32
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    Q6_K
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    IQ2_S
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  • blk.39.ffn_up_shexp.weight
    Q6_K
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    Q8_0
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    F32
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    F32
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    Q8_0
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    Q8_0
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    F32
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    F32
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    Q8_0
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    F32
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    BF16
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    F32
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    BF16
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    Q6_K
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    Q6_K
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    IQ4_NL
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    Q8_0
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  • blk.40.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.40.ffn_gate_inp.weight
    F32
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  • blk.40.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.40.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.40.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.40.ffn_up_shexp.weight
    Q6_K
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  • blk.40.hc_attn_down.weight
    Q8_0
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  • blk.40.hc_attn_inject.weight
    F32
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    F32
    [10240]
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    Q8_0
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    Q8_0
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  • blk.40.hc_ffn_inject.weight
    F32
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  • blk.40.hc_ffn_norm.weight
    F32
    [10240]
  • blk.40.hc_ffn_up.weight
    Q8_0
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    F32
    [48]
  • blk.40.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.40.ssm_beta.weight
    F32
    [2560, 48]
  • blk.40.ssm_conv1d.weight
    F32
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  • blk.40.ssm_dt.bias
    F32
    [48]
  • blk.40.ssm_norm.weight
    F32
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  • blk.40.ssm_out.weight
    Q6_K
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    • blk.41
  • blk.41.attn_gate.weight
    Q6_K
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  • blk.41.attn_qkv.weight
    Q6_K
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    IQ4_NL
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  • blk.41.ffn_down_shexp.weight
    Q8_0
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  • blk.41.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.41.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.41.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.41.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.41.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.41.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.41.hc_attn_down.weight
    Q8_0
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  • blk.41.hc_attn_inject.weight
    F32
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  • blk.41.hc_attn_norm.weight
    F32
    [10240]
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    Q8_0
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  • blk.41.hc_ffn_down.weight
    Q8_0
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  • blk.41.hc_ffn_inject.weight
    F32
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  • blk.41.hc_ffn_norm.weight
    F32
    [10240]
  • blk.41.hc_ffn_up.weight
    Q8_0
    [320, 10240]
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    F32
    [48]
  • blk.41.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.41.ssm_beta.weight
    F32
    [2560, 48]
  • blk.41.ssm_conv1d.weight
    F32
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  • blk.41.ssm_dt.bias
    F32
    [48]
  • blk.41.ssm_norm.weight
    F32
    [128]
  • blk.41.ssm_out.weight
    Q6_K
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    • blk.42
  • blk.42.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.42.attn_qkv.weight
    Q6_K
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    IQ4_NL
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  • blk.42.ffn_down_shexp.weight
    Q8_0
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  • blk.42.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.42.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.42.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.42.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.42.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.42.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.42.hc_attn_down.weight
    Q8_0
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  • blk.42.hc_attn_inject.weight
    F32
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  • blk.42.hc_attn_norm.weight
    F32
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  • blk.42.hc_attn_up.weight
    Q8_0
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  • blk.42.hc_ffn_down.weight
    Q8_0
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  • blk.42.hc_ffn_inject.weight
    F32
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  • blk.42.hc_ffn_norm.weight
    F32
    [10240]
  • blk.42.hc_ffn_up.weight
    Q8_0
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    F32
    [48]
  • blk.42.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.42.ssm_beta.weight
    F32
    [2560, 48]
  • blk.42.ssm_conv1d.weight
    F32
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  • blk.42.ssm_dt.bias
    F32
    [48]
  • blk.42.ssm_norm.weight
    F32
    [128]
  • blk.42.ssm_out.weight
    Q6_K
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    • blk.43
  • blk.43.attn_k.weight
    Q6_K
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  • blk.43.attn_k_norm.weight
    F32
    [256]
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    Q6_K
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  • blk.43.attn_q.weight
    Q6_K
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  • blk.43.attn_q_norm.weight
    F32
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    Q6_K
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  • blk.43.ffn_down_exps.weight
    IQ4_NL
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  • blk.43.ffn_down_shexp.weight
    Q8_0
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  • blk.43.ffn_gate_exps.weight
    IQ2_S
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  • blk.43.ffn_gate_inp.weight
    F32
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  • blk.43.ffn_gate_inp_shexp.weight
    F32
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  • blk.43.ffn_gate_shexp.weight
    Q6_K
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  • blk.43.ffn_up_exps.weight
    IQ2_S
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  • blk.43.ffn_up_shexp.weight
    Q6_K
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  • blk.43.hc_attn_down.weight
    Q8_0
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  • blk.43.hc_attn_inject.weight
    F32
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  • blk.43.hc_attn_norm.weight
    F32
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  • blk.43.hc_attn_up.weight
    Q8_0
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  • blk.43.hc_ffn_down.weight
    Q8_0
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  • blk.43.hc_ffn_inject.weight
    F32
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    F32
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  • blk.43.hc_ffn_up.weight
    Q8_0
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    F32
    [128]
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    BF16
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  • blk.43.indexer.q_norm.weight
    F32
    [128]
  • blk.43.indexer.q_proj.weight
    BF16
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    • blk.44
  • blk.44.attn_gate.weight
    Q6_K
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  • blk.44.attn_qkv.weight
    Q6_K
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  • blk.44.ffn_down_exps.weight
    IQ4_NL
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  • blk.44.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.44.ffn_gate_exps.weight
    IQ2_S
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  • blk.44.ffn_gate_inp.weight
    F32
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  • blk.44.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.44.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.44.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.44.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.44.hc_attn_down.weight
    Q8_0
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  • blk.44.hc_attn_inject.weight
    F32
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  • blk.44.hc_attn_norm.weight
    F32
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  • blk.44.hc_attn_up.weight
    Q8_0
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  • blk.44.hc_ffn_down.weight
    Q8_0
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  • blk.44.hc_ffn_inject.weight
    F32
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  • blk.44.hc_ffn_norm.weight
    F32
    [10240]
  • blk.44.hc_ffn_up.weight
    Q8_0
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    F32
    [48]
  • blk.44.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.44.ssm_beta.weight
    F32
    [2560, 48]
  • blk.44.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.44.ssm_dt.bias
    F32
    [48]
  • blk.44.ssm_norm.weight
    F32
    [128]
  • blk.44.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.45
  • blk.45.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.45.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.45.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.45.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.45.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.45.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.45.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.45.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.45.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.45.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.45.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.45.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.45.hc_attn_norm.weight
    F32
    [10240]
  • blk.45.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.45.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.45.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.45.hc_ffn_norm.weight
    F32
    [10240]
  • blk.45.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.45.ssm_a
    F32
    [48]
  • blk.45.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.45.ssm_beta.weight
    F32
    [2560, 48]
  • blk.45.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.45.ssm_dt.bias
    F32
    [48]
  • blk.45.ssm_norm.weight
    F32
    [128]
  • blk.45.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.46
  • blk.46.attn_gate.weight
    Q6_K
    [2560, 6144]
  • blk.46.attn_qkv.weight
    Q6_K
    [2560, 10240]
  • blk.46.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.46.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.46.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.46.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.46.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.46.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.46.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.46.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.46.hc_attn_down.weight
    Q8_0
    [10240, 320]
  • blk.46.hc_attn_inject.weight
    F32
    [10240, 4]
  • blk.46.hc_attn_norm.weight
    F32
    [10240]
  • blk.46.hc_attn_up.weight
    Q8_0
    [320, 10240]
  • blk.46.hc_ffn_down.weight
    Q8_0
    [10240, 320]
  • blk.46.hc_ffn_inject.weight
    F32
    [10240, 4]
  • blk.46.hc_ffn_norm.weight
    F32
    [10240]
  • blk.46.hc_ffn_up.weight
    Q8_0
    [320, 10240]
  • blk.46.ssm_a
    F32
    [48]
  • blk.46.ssm_alpha.weight
    F32
    [2560, 48]
  • blk.46.ssm_beta.weight
    F32
    [2560, 48]
  • blk.46.ssm_conv1d.weight
    F32
    [4, 10240]
  • blk.46.ssm_dt.bias
    F32
    [48]
  • blk.46.ssm_norm.weight
    F32
    [128]
  • blk.46.ssm_out.weight
    Q6_K
    [6144, 2560]
    • blk.47
  • blk.47.attn_k.weight
    Q6_K
    [2560, 512]
  • blk.47.attn_k_norm.weight
    F32
    [256]
  • blk.47.attn_output.weight
    Q6_K
    [6144, 2560]
  • blk.47.attn_q.weight
    Q6_K
    [2560, 12288]
  • blk.47.attn_q_norm.weight
    F32
    [256]
  • blk.47.attn_v.weight
    Q6_K
    [2560, 512]
  • blk.47.ffn_down_exps.weight
    IQ4_NL
    [640, 2560, 512]
  • blk.47.ffn_down_shexp.weight
    Q8_0
    [640, 2560]
  • blk.47.ffn_gate_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.47.ffn_gate_inp.weight
    F32
    [2560, 512]
  • blk.47.ffn_gate_inp_shexp.weight
    F32
    [2560]
  • blk.47.ffn_gate_shexp.weight
    Q6_K
    [2560, 640]
  • blk.47.ffn_up_exps.weight
    IQ2_S
    [2560, 640, 512]
  • blk.47.ffn_up_shexp.weight
    Q6_K
    [2560, 640]
  • blk.47.hc_attn_down.weight
    Q8_0
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  • blk.47.hc_attn_inject.weight
    F32
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  • blk.47.hc_attn_norm.weight
    F32
    [10240]
  • blk.47.hc_attn_up.weight
    Q8_0
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    Q8_0
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  • blk.47.hc_ffn_inject.weight
    F32
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  • blk.47.hc_ffn_norm.weight
    F32
    [10240]
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    Q8_0
    [320, 10240]
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    F32
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    BF16
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  • blk.47.indexer.q_norm.weight
    F32
    [128]
  • blk.47.indexer.q_proj.weight
    BF16
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  • output.weight
    Q6_K
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  • output_hc_down.weight
    Q8_0
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  • output_hc_norm.weight
    F32
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  • output_hc_up.weight
    Q8_0
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  • per_layer_token_embd.weight
    IQ4_NL
    [160, 320001536]