glm-4.7-flash:q8_0

2 hours ago

As the strongest model in the 30B class, GLM-4.7-Flash offers a new option for lightweight deployment that balances performance and efficiency.

tools thinking
... /
model
ae7f944e7f47 · 32GB
    Metadata
  • general.architecture
    glm4moelite
  • general.file_type
    Q8_0
  • glm4moelite.attention.head_count
    20
  • glm4moelite.attention.head_count_kv
    20
  • glm4moelite.attention.key_length
    256
  • glm4moelite.attention.kv_lora_rank
    512
  • glm4moelite.attention.layer_norm_rms_epsilon
    1e-05
  • glm4moelite.attention.q_lora_rank
    768
  • glm4moelite.attention.value_length
    256
  • glm4moelite.block_count
    47
  • glm4moelite.context_length
    202752
  • glm4moelite.embedding_length
    2048
  • glm4moelite.expert_count
    64
  • glm4moelite.expert_feed_forward_length
    1536
  • glm4moelite.expert_gating_func
    2
  • glm4moelite.expert_shared_count
    1
  • glm4moelite.expert_used_count
    4
  • glm4moelite.expert_weights_norm
    true
  • glm4moelite.expert_weights_scale
    1.8
  • glm4moelite.feed_forward_length
    10240
  • glm4moelite.leading_dense_block_count
    1
  • glm4moelite.rope.dimension_count
    64
  • glm4moelite.rope.freq_base
    1e+06
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_padding_token
    false
  • tokenizer.ggml.eos_token_id
    154820
  • tokenizer.ggml.eos_token_ids
    [154820, 154827, 154829]
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    154820
  • tokenizer.ggml.pre
    glm4
  • tokenizer.ggml.scores
    [0, 1, 2, 3, 4, ...]
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
    • Tensor
  • token_embd.weight
    Q8_0
    [2048, 154880]
    • blk.0
  • blk.0.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.0.attn_kv_a_norm.weight
    F32
    [512]
  • blk.0.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.0.attn_norm.weight
    F32
    [2048]
  • blk.0.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.0.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.0.attn_q_a_norm.weight
    F32
    [768]
  • blk.0.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.0.ffn_down.weight
    Q8_0
    [10240, 2048]
  • blk.0.ffn_gate.weight
    Q8_0
    [2048, 10240]
  • blk.0.ffn_norm.weight
    F32
    [2048]
  • blk.0.ffn_up.weight
    Q8_0
    [2048, 10240]
    • blk.1
  • blk.1.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.1.attn_kv_a_norm.weight
    F32
    [512]
  • blk.1.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.1.attn_norm.weight
    F32
    [2048]
  • blk.1.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.1.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.1.attn_q_a_norm.weight
    F32
    [768]
  • blk.1.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.1.exp_probs_b.bias
    F32
    [64]
  • blk.1.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.1.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.1.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.1.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.1.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.1.ffn_norm.weight
    F32
    [2048]
  • blk.1.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.1.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.2
  • blk.2.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.2.attn_kv_a_norm.weight
    F32
    [512]
  • blk.2.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.2.attn_norm.weight
    F32
    [2048]
  • blk.2.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.2.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.2.attn_q_a_norm.weight
    F32
    [768]
  • blk.2.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.2.exp_probs_b.bias
    F32
    [64]
  • blk.2.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.2.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.2.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.2.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.2.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.2.ffn_norm.weight
    F32
    [2048]
  • blk.2.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.2.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.3
  • blk.3.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.3.attn_kv_a_norm.weight
    F32
    [512]
  • blk.3.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.3.attn_norm.weight
    F32
    [2048]
  • blk.3.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.3.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.3.attn_q_a_norm.weight
    F32
    [768]
  • blk.3.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.3.exp_probs_b.bias
    F32
    [64]
  • blk.3.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.3.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.3.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.3.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.3.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.3.ffn_norm.weight
    F32
    [2048]
  • blk.3.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.3.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.4
  • blk.4.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.4.attn_kv_a_norm.weight
    F32
    [512]
  • blk.4.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.4.attn_norm.weight
    F32
    [2048]
  • blk.4.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.4.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.4.attn_q_a_norm.weight
    F32
    [768]
  • blk.4.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.4.exp_probs_b.bias
    F32
    [64]
  • blk.4.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.4.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.4.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.4.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.4.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.4.ffn_norm.weight
    F32
    [2048]
  • blk.4.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.4.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.5
  • blk.5.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.5.attn_kv_a_norm.weight
    F32
    [512]
  • blk.5.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.5.attn_norm.weight
    F32
    [2048]
  • blk.5.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.5.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.5.attn_q_a_norm.weight
    F32
    [768]
  • blk.5.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.5.exp_probs_b.bias
    F32
    [64]
  • blk.5.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.5.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.5.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.5.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.5.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.5.ffn_norm.weight
    F32
    [2048]
  • blk.5.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.5.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.6
  • blk.6.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.6.attn_kv_a_norm.weight
    F32
    [512]
  • blk.6.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.6.attn_norm.weight
    F32
    [2048]
  • blk.6.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.6.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.6.attn_q_a_norm.weight
    F32
    [768]
  • blk.6.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.6.exp_probs_b.bias
    F32
    [64]
  • blk.6.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.6.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.6.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.6.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.6.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.6.ffn_norm.weight
    F32
    [2048]
  • blk.6.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.6.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.7
  • blk.7.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.7.attn_kv_a_norm.weight
    F32
    [512]
  • blk.7.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.7.attn_norm.weight
    F32
    [2048]
  • blk.7.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.7.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.7.attn_q_a_norm.weight
    F32
    [768]
  • blk.7.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.7.exp_probs_b.bias
    F32
    [64]
  • blk.7.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.7.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.7.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.7.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.7.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.7.ffn_norm.weight
    F32
    [2048]
  • blk.7.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.7.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.8
  • blk.8.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.8.attn_kv_a_norm.weight
    F32
    [512]
  • blk.8.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.8.attn_norm.weight
    F32
    [2048]
  • blk.8.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.8.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.8.attn_q_a_norm.weight
    F32
    [768]
  • blk.8.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.8.exp_probs_b.bias
    F32
    [64]
  • blk.8.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.8.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.8.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.8.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.8.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.8.ffn_norm.weight
    F32
    [2048]
  • blk.8.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.8.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.9
  • blk.9.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.9.attn_kv_a_norm.weight
    F32
    [512]
  • blk.9.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.9.attn_norm.weight
    F32
    [2048]
  • blk.9.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.9.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.9.attn_q_a_norm.weight
    F32
    [768]
  • blk.9.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.9.exp_probs_b.bias
    F32
    [64]
  • blk.9.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.9.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.9.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.9.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.9.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.9.ffn_norm.weight
    F32
    [2048]
  • blk.9.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.9.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.10
  • blk.10.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.10.attn_kv_a_norm.weight
    F32
    [512]
  • blk.10.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.10.attn_norm.weight
    F32
    [2048]
  • blk.10.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.10.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.10.attn_q_a_norm.weight
    F32
    [768]
  • blk.10.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.10.exp_probs_b.bias
    F32
    [64]
  • blk.10.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.10.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.10.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.10.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.10.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.10.ffn_norm.weight
    F32
    [2048]
  • blk.10.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.10.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.11
  • blk.11.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.11.attn_kv_a_norm.weight
    F32
    [512]
  • blk.11.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.11.attn_norm.weight
    F32
    [2048]
  • blk.11.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.11.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.11.attn_q_a_norm.weight
    F32
    [768]
  • blk.11.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.11.exp_probs_b.bias
    F32
    [64]
  • blk.11.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.11.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.11.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.11.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.11.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.11.ffn_norm.weight
    F32
    [2048]
  • blk.11.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.11.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.12
  • blk.12.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.12.attn_kv_a_norm.weight
    F32
    [512]
  • blk.12.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.12.attn_norm.weight
    F32
    [2048]
  • blk.12.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.12.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.12.attn_q_a_norm.weight
    F32
    [768]
  • blk.12.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.12.exp_probs_b.bias
    F32
    [64]
  • blk.12.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.12.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.12.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.12.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.12.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.12.ffn_norm.weight
    F32
    [2048]
  • blk.12.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.12.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.13
  • blk.13.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.13.attn_kv_a_norm.weight
    F32
    [512]
  • blk.13.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.13.attn_norm.weight
    F32
    [2048]
  • blk.13.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.13.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.13.attn_q_a_norm.weight
    F32
    [768]
  • blk.13.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.13.exp_probs_b.bias
    F32
    [64]
  • blk.13.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.13.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.13.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.13.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.13.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.13.ffn_norm.weight
    F32
    [2048]
  • blk.13.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.13.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.14
  • blk.14.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.14.attn_kv_a_norm.weight
    F32
    [512]
  • blk.14.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.14.attn_norm.weight
    F32
    [2048]
  • blk.14.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.14.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.14.attn_q_a_norm.weight
    F32
    [768]
  • blk.14.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.14.exp_probs_b.bias
    F32
    [64]
  • blk.14.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.14.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.14.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.14.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.14.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.14.ffn_norm.weight
    F32
    [2048]
  • blk.14.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.14.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.15
  • blk.15.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.15.attn_kv_a_norm.weight
    F32
    [512]
  • blk.15.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.15.attn_norm.weight
    F32
    [2048]
  • blk.15.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.15.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.15.attn_q_a_norm.weight
    F32
    [768]
  • blk.15.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.15.exp_probs_b.bias
    F32
    [64]
  • blk.15.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.15.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.15.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.15.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.15.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.15.ffn_norm.weight
    F32
    [2048]
  • blk.15.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.15.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.16
  • blk.16.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.16.attn_kv_a_norm.weight
    F32
    [512]
  • blk.16.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.16.attn_norm.weight
    F32
    [2048]
  • blk.16.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.16.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.16.attn_q_a_norm.weight
    F32
    [768]
  • blk.16.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.16.exp_probs_b.bias
    F32
    [64]
  • blk.16.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.16.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.16.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.16.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.16.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.16.ffn_norm.weight
    F32
    [2048]
  • blk.16.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.16.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.17
  • blk.17.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.17.attn_kv_a_norm.weight
    F32
    [512]
  • blk.17.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.17.attn_norm.weight
    F32
    [2048]
  • blk.17.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.17.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.17.attn_q_a_norm.weight
    F32
    [768]
  • blk.17.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.17.exp_probs_b.bias
    F32
    [64]
  • blk.17.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.17.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.17.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.17.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.17.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.17.ffn_norm.weight
    F32
    [2048]
  • blk.17.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.17.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.18
  • blk.18.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.18.attn_kv_a_norm.weight
    F32
    [512]
  • blk.18.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.18.attn_norm.weight
    F32
    [2048]
  • blk.18.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.18.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.18.attn_q_a_norm.weight
    F32
    [768]
  • blk.18.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.18.exp_probs_b.bias
    F32
    [64]
  • blk.18.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.18.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.18.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.18.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.18.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.18.ffn_norm.weight
    F32
    [2048]
  • blk.18.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.18.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.19
  • blk.19.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.19.attn_kv_a_norm.weight
    F32
    [512]
  • blk.19.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.19.attn_norm.weight
    F32
    [2048]
  • blk.19.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.19.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.19.attn_q_a_norm.weight
    F32
    [768]
  • blk.19.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.19.exp_probs_b.bias
    F32
    [64]
  • blk.19.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.19.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.19.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.19.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.19.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.19.ffn_norm.weight
    F32
    [2048]
  • blk.19.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.19.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.20
  • blk.20.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.20.attn_kv_a_norm.weight
    F32
    [512]
  • blk.20.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.20.attn_norm.weight
    F32
    [2048]
  • blk.20.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.20.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.20.attn_q_a_norm.weight
    F32
    [768]
  • blk.20.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.20.exp_probs_b.bias
    F32
    [64]
  • blk.20.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.20.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.20.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.20.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.20.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.20.ffn_norm.weight
    F32
    [2048]
  • blk.20.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.20.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.21
  • blk.21.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.21.attn_kv_a_norm.weight
    F32
    [512]
  • blk.21.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.21.attn_norm.weight
    F32
    [2048]
  • blk.21.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.21.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.21.attn_q_a_norm.weight
    F32
    [768]
  • blk.21.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.21.exp_probs_b.bias
    F32
    [64]
  • blk.21.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.21.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.21.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.21.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.21.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.21.ffn_norm.weight
    F32
    [2048]
  • blk.21.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.21.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.22
  • blk.22.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.22.attn_kv_a_norm.weight
    F32
    [512]
  • blk.22.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.22.attn_norm.weight
    F32
    [2048]
  • blk.22.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.22.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.22.attn_q_a_norm.weight
    F32
    [768]
  • blk.22.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.22.exp_probs_b.bias
    F32
    [64]
  • blk.22.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.22.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.22.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.22.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.22.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.22.ffn_norm.weight
    F32
    [2048]
  • blk.22.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.22.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.23
  • blk.23.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.23.attn_kv_a_norm.weight
    F32
    [512]
  • blk.23.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.23.attn_norm.weight
    F32
    [2048]
  • blk.23.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.23.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.23.attn_q_a_norm.weight
    F32
    [768]
  • blk.23.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.23.exp_probs_b.bias
    F32
    [64]
  • blk.23.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.23.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.23.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.23.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.23.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.23.ffn_norm.weight
    F32
    [2048]
  • blk.23.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.23.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.24
  • blk.24.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.24.attn_kv_a_norm.weight
    F32
    [512]
  • blk.24.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.24.attn_norm.weight
    F32
    [2048]
  • blk.24.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.24.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.24.attn_q_a_norm.weight
    F32
    [768]
  • blk.24.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.24.exp_probs_b.bias
    F32
    [64]
  • blk.24.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.24.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.24.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.24.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.24.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.24.ffn_norm.weight
    F32
    [2048]
  • blk.24.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.24.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.25
  • blk.25.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.25.attn_kv_a_norm.weight
    F32
    [512]
  • blk.25.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.25.attn_norm.weight
    F32
    [2048]
  • blk.25.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.25.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.25.attn_q_a_norm.weight
    F32
    [768]
  • blk.25.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.25.exp_probs_b.bias
    F32
    [64]
  • blk.25.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.25.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.25.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.25.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.25.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.25.ffn_norm.weight
    F32
    [2048]
  • blk.25.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.25.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.26
  • blk.26.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.26.attn_kv_a_norm.weight
    F32
    [512]
  • blk.26.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.26.attn_norm.weight
    F32
    [2048]
  • blk.26.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.26.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.26.attn_q_a_norm.weight
    F32
    [768]
  • blk.26.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.26.exp_probs_b.bias
    F32
    [64]
  • blk.26.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.26.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.26.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.26.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.26.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.26.ffn_norm.weight
    F32
    [2048]
  • blk.26.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.26.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.27
  • blk.27.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.27.attn_kv_a_norm.weight
    F32
    [512]
  • blk.27.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.27.attn_norm.weight
    F32
    [2048]
  • blk.27.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.27.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.27.attn_q_a_norm.weight
    F32
    [768]
  • blk.27.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.27.exp_probs_b.bias
    F32
    [64]
  • blk.27.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.27.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.27.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.27.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.27.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.27.ffn_norm.weight
    F32
    [2048]
  • blk.27.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.27.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.28
  • blk.28.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.28.attn_kv_a_norm.weight
    F32
    [512]
  • blk.28.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.28.attn_norm.weight
    F32
    [2048]
  • blk.28.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.28.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.28.attn_q_a_norm.weight
    F32
    [768]
  • blk.28.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.28.exp_probs_b.bias
    F32
    [64]
  • blk.28.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.28.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.28.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.28.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.28.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.28.ffn_norm.weight
    F32
    [2048]
  • blk.28.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.28.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.29
  • blk.29.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.29.attn_kv_a_norm.weight
    F32
    [512]
  • blk.29.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.29.attn_norm.weight
    F32
    [2048]
  • blk.29.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.29.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.29.attn_q_a_norm.weight
    F32
    [768]
  • blk.29.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.29.exp_probs_b.bias
    F32
    [64]
  • blk.29.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.29.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.29.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.29.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.29.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.29.ffn_norm.weight
    F32
    [2048]
  • blk.29.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.29.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.30
  • blk.30.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.30.attn_kv_a_norm.weight
    F32
    [512]
  • blk.30.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.30.attn_norm.weight
    F32
    [2048]
  • blk.30.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.30.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.30.attn_q_a_norm.weight
    F32
    [768]
  • blk.30.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.30.exp_probs_b.bias
    F32
    [64]
  • blk.30.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.30.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.30.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.30.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.30.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.30.ffn_norm.weight
    F32
    [2048]
  • blk.30.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.30.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.31
  • blk.31.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.31.attn_kv_a_norm.weight
    F32
    [512]
  • blk.31.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.31.attn_norm.weight
    F32
    [2048]
  • blk.31.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.31.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.31.attn_q_a_norm.weight
    F32
    [768]
  • blk.31.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.31.exp_probs_b.bias
    F32
    [64]
  • blk.31.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.31.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.31.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.31.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.31.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.31.ffn_norm.weight
    F32
    [2048]
  • blk.31.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.31.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.32
  • blk.32.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.32.attn_kv_a_norm.weight
    F32
    [512]
  • blk.32.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.32.attn_norm.weight
    F32
    [2048]
  • blk.32.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.32.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.32.attn_q_a_norm.weight
    F32
    [768]
  • blk.32.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.32.exp_probs_b.bias
    F32
    [64]
  • blk.32.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.32.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.32.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.32.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.32.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.32.ffn_norm.weight
    F32
    [2048]
  • blk.32.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.32.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.33
  • blk.33.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.33.attn_kv_a_norm.weight
    F32
    [512]
  • blk.33.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.33.attn_norm.weight
    F32
    [2048]
  • blk.33.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.33.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.33.attn_q_a_norm.weight
    F32
    [768]
  • blk.33.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.33.exp_probs_b.bias
    F32
    [64]
  • blk.33.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.33.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.33.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.33.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.33.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.33.ffn_norm.weight
    F32
    [2048]
  • blk.33.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.33.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.34
  • blk.34.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.34.attn_kv_a_norm.weight
    F32
    [512]
  • blk.34.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.34.attn_norm.weight
    F32
    [2048]
  • blk.34.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.34.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.34.attn_q_a_norm.weight
    F32
    [768]
  • blk.34.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.34.exp_probs_b.bias
    F32
    [64]
  • blk.34.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.34.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.34.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.34.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.34.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.34.ffn_norm.weight
    F32
    [2048]
  • blk.34.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.34.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.35
  • blk.35.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.35.attn_kv_a_norm.weight
    F32
    [512]
  • blk.35.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.35.attn_norm.weight
    F32
    [2048]
  • blk.35.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.35.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.35.attn_q_a_norm.weight
    F32
    [768]
  • blk.35.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.35.exp_probs_b.bias
    F32
    [64]
  • blk.35.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.35.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.35.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.35.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.35.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.35.ffn_norm.weight
    F32
    [2048]
  • blk.35.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.35.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.36
  • blk.36.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.36.attn_kv_a_norm.weight
    F32
    [512]
  • blk.36.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.36.attn_norm.weight
    F32
    [2048]
  • blk.36.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.36.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.36.attn_q_a_norm.weight
    F32
    [768]
  • blk.36.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.36.exp_probs_b.bias
    F32
    [64]
  • blk.36.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.36.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.36.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.36.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.36.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.36.ffn_norm.weight
    F32
    [2048]
  • blk.36.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.36.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.37
  • blk.37.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.37.attn_kv_a_norm.weight
    F32
    [512]
  • blk.37.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.37.attn_norm.weight
    F32
    [2048]
  • blk.37.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.37.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.37.attn_q_a_norm.weight
    F32
    [768]
  • blk.37.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.37.exp_probs_b.bias
    F32
    [64]
  • blk.37.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.37.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.37.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.37.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.37.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.37.ffn_norm.weight
    F32
    [2048]
  • blk.37.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.37.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.38
  • blk.38.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.38.attn_kv_a_norm.weight
    F32
    [512]
  • blk.38.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.38.attn_norm.weight
    F32
    [2048]
  • blk.38.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.38.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.38.attn_q_a_norm.weight
    F32
    [768]
  • blk.38.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.38.exp_probs_b.bias
    F32
    [64]
  • blk.38.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.38.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.38.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.38.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.38.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.38.ffn_norm.weight
    F32
    [2048]
  • blk.38.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.38.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.39
  • blk.39.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.39.attn_kv_a_norm.weight
    F32
    [512]
  • blk.39.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.39.attn_norm.weight
    F32
    [2048]
  • blk.39.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.39.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.39.attn_q_a_norm.weight
    F32
    [768]
  • blk.39.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.39.exp_probs_b.bias
    F32
    [64]
  • blk.39.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.39.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.39.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.39.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.39.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.39.ffn_norm.weight
    F32
    [2048]
  • blk.39.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.39.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.40
  • blk.40.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.40.attn_kv_a_norm.weight
    F32
    [512]
  • blk.40.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.40.attn_norm.weight
    F32
    [2048]
  • blk.40.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.40.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.40.attn_q_a_norm.weight
    F32
    [768]
  • blk.40.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.40.exp_probs_b.bias
    F32
    [64]
  • blk.40.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.40.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.40.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.40.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.40.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.40.ffn_norm.weight
    F32
    [2048]
  • blk.40.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.40.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.41
  • blk.41.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.41.attn_kv_a_norm.weight
    F32
    [512]
  • blk.41.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.41.attn_norm.weight
    F32
    [2048]
  • blk.41.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.41.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.41.attn_q_a_norm.weight
    F32
    [768]
  • blk.41.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.41.exp_probs_b.bias
    F32
    [64]
  • blk.41.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.41.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.41.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.41.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.41.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.41.ffn_norm.weight
    F32
    [2048]
  • blk.41.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.41.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.42
  • blk.42.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.42.attn_kv_a_norm.weight
    F32
    [512]
  • blk.42.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.42.attn_norm.weight
    F32
    [2048]
  • blk.42.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.42.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.42.attn_q_a_norm.weight
    F32
    [768]
  • blk.42.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.42.exp_probs_b.bias
    F32
    [64]
  • blk.42.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.42.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.42.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.42.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.42.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.42.ffn_norm.weight
    F32
    [2048]
  • blk.42.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.42.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.43
  • blk.43.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.43.attn_kv_a_norm.weight
    F32
    [512]
  • blk.43.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.43.attn_norm.weight
    F32
    [2048]
  • blk.43.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.43.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.43.attn_q_a_norm.weight
    F32
    [768]
  • blk.43.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.43.exp_probs_b.bias
    F32
    [64]
  • blk.43.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.43.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.43.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.43.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.43.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.43.ffn_norm.weight
    F32
    [2048]
  • blk.43.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.43.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.44
  • blk.44.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.44.attn_kv_a_norm.weight
    F32
    [512]
  • blk.44.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.44.attn_norm.weight
    F32
    [2048]
  • blk.44.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.44.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.44.attn_q_a_norm.weight
    F32
    [768]
  • blk.44.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.44.exp_probs_b.bias
    F32
    [64]
  • blk.44.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.44.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.44.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.44.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.44.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.44.ffn_norm.weight
    F32
    [2048]
  • blk.44.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.44.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.45
  • blk.45.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.45.attn_kv_a_norm.weight
    F32
    [512]
  • blk.45.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.45.attn_norm.weight
    F32
    [2048]
  • blk.45.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.45.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.45.attn_q_a_norm.weight
    F32
    [768]
  • blk.45.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.45.exp_probs_b.bias
    F32
    [64]
  • blk.45.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.45.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.45.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.45.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.45.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.45.ffn_norm.weight
    F32
    [2048]
  • blk.45.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.45.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
    • blk.46
  • blk.46.attn_kv_a_mqa.weight
    Q8_0
    [2048, 576]
  • blk.46.attn_kv_a_norm.weight
    F32
    [512]
  • blk.46.attn_kv_b.weight
    Q8_0
    [512, 8960]
  • blk.46.attn_norm.weight
    F32
    [2048]
  • blk.46.attn_output.weight
    Q8_0
    [5120, 2048]
  • blk.46.attn_q_a.weight
    Q8_0
    [2048, 768]
  • blk.46.attn_q_a_norm.weight
    F32
    [768]
  • blk.46.attn_q_b.weight
    Q8_0
    [768, 5120]
  • blk.46.exp_probs_b.bias
    F32
    [64]
  • blk.46.ffn_down_exps.weight
    Q8_0
    [1536, 2048, 64]
  • blk.46.ffn_down_shexp.weight
    Q8_0
    [1536, 2048]
  • blk.46.ffn_gate_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.46.ffn_gate_inp.weight
    F32
    [2048, 64]
  • blk.46.ffn_gate_shexp.weight
    Q8_0
    [2048, 1536]
  • blk.46.ffn_norm.weight
    F32
    [2048]
  • blk.46.ffn_up_exps.weight
    Q8_0
    [2048, 1536, 64]
  • blk.46.ffn_up_shexp.weight
    Q8_0
    [2048, 1536]
  • output.weight
    Q8_0
    [2048, 154880]
  • output_norm.weight
    F32
    [2048]