nemotron-3-nano:30b-a3b-q4_K_M

4 6 minutes ago

Nemotron 3 Nano - A new Standard for Efficient, Open, and Intelligent Agentic Models

tools thinking cloud 30b
... /
model
a70437c41b3b · 24GB
    Metadata
  • general.architecture
    nemotron_h_moe
  • general.file_type
    Q4_K_M
  • nemotron_h_moe.attention.head_count
    32
  • nemotron_h_moe.attention.head_count_kv
    [0, 0, 0, 0, 0, ...]
  • nemotron_h_moe.attention.key_length
    128
  • nemotron_h_moe.attention.layer_norm_epsilon
    1e-05
  • nemotron_h_moe.attention.layer_norm_rms_epsilon
    1e-05
  • nemotron_h_moe.attention.value_length
    128
  • nemotron_h_moe.block_count
    52
  • nemotron_h_moe.context_length
    1048576
  • nemotron_h_moe.embedding_length
    2688
  • nemotron_h_moe.expert_count
    128
  • nemotron_h_moe.expert_feed_forward_length
    1856
  • nemotron_h_moe.expert_group_count
    1
  • nemotron_h_moe.expert_group_used_count
    1
  • nemotron_h_moe.expert_shared_count
    1
  • nemotron_h_moe.expert_shared_feed_forward_length
    3712
  • nemotron_h_moe.expert_used_count
    6
  • nemotron_h_moe.expert_weights_norm
    true
  • nemotron_h_moe.expert_weights_scale
    2.5
  • nemotron_h_moe.feed_forward_length
    [0, 1856, 0, 1856, 0, ...]
  • nemotron_h_moe.rope.dimension_count
    84
  • nemotron_h_moe.rope.freq_base
    10000
  • nemotron_h_moe.rope.scaling.finetuned
    false
  • nemotron_h_moe.ssm.conv_kernel
    4
  • nemotron_h_moe.ssm.group_count
    8
  • nemotron_h_moe.ssm.inner_size
    4096
  • nemotron_h_moe.ssm.state_size
    128
  • nemotron_h_moe.ssm.time_step_rank
    64
  • nemotron_h_moe.vocab_size
    131072
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    11
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ t, e r, i n, Ġ ĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    pixtral
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, [INST], [/INST], ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
  • token_embd.weight
    Q5_0
    [2688, 131072]
    • blk.0
  • blk.0.attn_norm.weight
    F32
    [2688]
  • blk.0.ssm_a
    F32
    [1, 64]
  • blk.0.ssm_conv1d.bias
    F32
    [6144]
  • blk.0.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.0.ssm_d
    F32
    [1, 64]
  • blk.0.ssm_dt.bias
    F32
    [64]
  • blk.0.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.0.ssm_norm.weight
    F32
    [512, 8]
  • blk.0.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.1
  • blk.1.attn_norm.weight
    F32
    [2688]
  • blk.1.exp_probs_b.bias
    F32
    [128]
  • blk.1.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.1.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.1.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.1.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.1.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.2
  • blk.2.attn_norm.weight
    F32
    [2688]
  • blk.2.ssm_a
    F32
    [1, 64]
  • blk.2.ssm_conv1d.bias
    F32
    [6144]
  • blk.2.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.2.ssm_d
    F32
    [1, 64]
  • blk.2.ssm_dt.bias
    F32
    [64]
  • blk.2.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.2.ssm_norm.weight
    F32
    [512, 8]
  • blk.2.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.3
  • blk.3.attn_norm.weight
    F32
    [2688]
  • blk.3.exp_probs_b.bias
    F32
    [128]
  • blk.3.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.3.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.3.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.3.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.3.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.4
  • blk.4.attn_norm.weight
    F32
    [2688]
  • blk.4.ssm_a
    F32
    [1, 64]
  • blk.4.ssm_conv1d.bias
    F32
    [6144]
  • blk.4.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.4.ssm_d
    F32
    [1, 64]
  • blk.4.ssm_dt.bias
    F32
    [64]
  • blk.4.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.4.ssm_norm.weight
    F32
    [512, 8]
  • blk.4.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.5
  • blk.5.attn_k.weight
    Q5_0
    [2688, 256]
  • blk.5.attn_norm.weight
    F32
    [2688]
  • blk.5.attn_output.weight
    Q4_K
    [4096, 2688]
  • blk.5.attn_q.weight
    Q5_0
    [2688, 4096]
  • blk.5.attn_v.weight
    Q5_0
    [2688, 256]
    • blk.6
  • blk.6.attn_norm.weight
    F32
    [2688]
  • blk.6.exp_probs_b.bias
    F32
    [128]
  • blk.6.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.6.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.6.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.6.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.6.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.7
  • blk.7.attn_norm.weight
    F32
    [2688]
  • blk.7.ssm_a
    F32
    [1, 64]
  • blk.7.ssm_conv1d.bias
    F32
    [6144]
  • blk.7.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.7.ssm_d
    F32
    [1, 64]
  • blk.7.ssm_dt.bias
    F32
    [64]
  • blk.7.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.7.ssm_norm.weight
    F32
    [512, 8]
  • blk.7.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.8
  • blk.8.attn_norm.weight
    F32
    [2688]
  • blk.8.exp_probs_b.bias
    F32
    [128]
  • blk.8.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.8.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.8.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.8.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.8.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.9
  • blk.9.attn_norm.weight
    F32
    [2688]
  • blk.9.ssm_a
    F32
    [1, 64]
  • blk.9.ssm_conv1d.bias
    F32
    [6144]
  • blk.9.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.9.ssm_d
    F32
    [1, 64]
  • blk.9.ssm_dt.bias
    F32
    [64]
  • blk.9.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.9.ssm_norm.weight
    F32
    [512, 8]
  • blk.9.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.10
  • blk.10.attn_norm.weight
    F32
    [2688]
  • blk.10.exp_probs_b.bias
    F32
    [128]
  • blk.10.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.10.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.10.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.10.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.10.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.11
  • blk.11.attn_norm.weight
    F32
    [2688]
  • blk.11.ssm_a
    F32
    [1, 64]
  • blk.11.ssm_conv1d.bias
    F32
    [6144]
  • blk.11.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.11.ssm_d
    F32
    [1, 64]
  • blk.11.ssm_dt.bias
    F32
    [64]
  • blk.11.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.11.ssm_norm.weight
    F32
    [512, 8]
  • blk.11.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.12
  • blk.12.attn_k.weight
    Q5_0
    [2688, 256]
  • blk.12.attn_norm.weight
    F32
    [2688]
  • blk.12.attn_output.weight
    Q4_K
    [4096, 2688]
  • blk.12.attn_q.weight
    Q5_0
    [2688, 4096]
  • blk.12.attn_v.weight
    Q5_0
    [2688, 256]
    • blk.13
  • blk.13.attn_norm.weight
    F32
    [2688]
  • blk.13.exp_probs_b.bias
    F32
    [128]
  • blk.13.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.13.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.13.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.13.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.13.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.14
  • blk.14.attn_norm.weight
    F32
    [2688]
  • blk.14.ssm_a
    F32
    [1, 64]
  • blk.14.ssm_conv1d.bias
    F32
    [6144]
  • blk.14.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.14.ssm_d
    F32
    [1, 64]
  • blk.14.ssm_dt.bias
    F32
    [64]
  • blk.14.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.14.ssm_norm.weight
    F32
    [512, 8]
  • blk.14.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.15
  • blk.15.attn_norm.weight
    F32
    [2688]
  • blk.15.exp_probs_b.bias
    F32
    [128]
  • blk.15.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.15.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.15.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.15.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.15.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.16
  • blk.16.attn_norm.weight
    F32
    [2688]
  • blk.16.ssm_a
    F32
    [1, 64]
  • blk.16.ssm_conv1d.bias
    F32
    [6144]
  • blk.16.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.16.ssm_d
    F32
    [1, 64]
  • blk.16.ssm_dt.bias
    F32
    [64]
  • blk.16.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.16.ssm_norm.weight
    F32
    [512, 8]
  • blk.16.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.17
  • blk.17.attn_norm.weight
    F32
    [2688]
  • blk.17.exp_probs_b.bias
    F32
    [128]
  • blk.17.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.17.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.17.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.17.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.17.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.18
  • blk.18.attn_norm.weight
    F32
    [2688]
  • blk.18.ssm_a
    F32
    [1, 64]
  • blk.18.ssm_conv1d.bias
    F32
    [6144]
  • blk.18.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.18.ssm_d
    F32
    [1, 64]
  • blk.18.ssm_dt.bias
    F32
    [64]
  • blk.18.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.18.ssm_norm.weight
    F32
    [512, 8]
  • blk.18.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.19
  • blk.19.attn_k.weight
    Q5_0
    [2688, 256]
  • blk.19.attn_norm.weight
    F32
    [2688]
  • blk.19.attn_output.weight
    Q4_K
    [4096, 2688]
  • blk.19.attn_q.weight
    Q5_0
    [2688, 4096]
  • blk.19.attn_v.weight
    Q5_0
    [2688, 256]
    • blk.20
  • blk.20.attn_norm.weight
    F32
    [2688]
  • blk.20.exp_probs_b.bias
    F32
    [128]
  • blk.20.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.20.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.20.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.20.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.20.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.21
  • blk.21.attn_norm.weight
    F32
    [2688]
  • blk.21.ssm_a
    F32
    [1, 64]
  • blk.21.ssm_conv1d.bias
    F32
    [6144]
  • blk.21.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.21.ssm_d
    F32
    [1, 64]
  • blk.21.ssm_dt.bias
    F32
    [64]
  • blk.21.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.21.ssm_norm.weight
    F32
    [512, 8]
  • blk.21.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.22
  • blk.22.attn_norm.weight
    F32
    [2688]
  • blk.22.exp_probs_b.bias
    F32
    [128]
  • blk.22.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.22.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.22.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.22.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.22.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.23
  • blk.23.attn_norm.weight
    F32
    [2688]
  • blk.23.ssm_a
    F32
    [1, 64]
  • blk.23.ssm_conv1d.bias
    F32
    [6144]
  • blk.23.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.23.ssm_d
    F32
    [1, 64]
  • blk.23.ssm_dt.bias
    F32
    [64]
  • blk.23.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.23.ssm_norm.weight
    F32
    [512, 8]
  • blk.23.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.24
  • blk.24.attn_norm.weight
    F32
    [2688]
  • blk.24.exp_probs_b.bias
    F32
    [128]
  • blk.24.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.24.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.24.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.24.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.24.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.25
  • blk.25.attn_norm.weight
    F32
    [2688]
  • blk.25.ssm_a
    F32
    [1, 64]
  • blk.25.ssm_conv1d.bias
    F32
    [6144]
  • blk.25.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.25.ssm_d
    F32
    [1, 64]
  • blk.25.ssm_dt.bias
    F32
    [64]
  • blk.25.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.25.ssm_norm.weight
    F32
    [512, 8]
  • blk.25.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.26
  • blk.26.attn_k.weight
    Q5_0
    [2688, 256]
  • blk.26.attn_norm.weight
    F32
    [2688]
  • blk.26.attn_output.weight
    Q4_K
    [4096, 2688]
  • blk.26.attn_q.weight
    Q5_0
    [2688, 4096]
  • blk.26.attn_v.weight
    Q8_0
    [2688, 256]
    • blk.27
  • blk.27.attn_norm.weight
    F32
    [2688]
  • blk.27.exp_probs_b.bias
    F32
    [128]
  • blk.27.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.27.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.27.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.27.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.27.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.28
  • blk.28.attn_norm.weight
    F32
    [2688]
  • blk.28.ssm_a
    F32
    [1, 64]
  • blk.28.ssm_conv1d.bias
    F32
    [6144]
  • blk.28.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.28.ssm_d
    F32
    [1, 64]
  • blk.28.ssm_dt.bias
    F32
    [64]
  • blk.28.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.28.ssm_norm.weight
    F32
    [512, 8]
  • blk.28.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.29
  • blk.29.attn_norm.weight
    F32
    [2688]
  • blk.29.exp_probs_b.bias
    F32
    [128]
  • blk.29.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.29.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.29.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.29.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.29.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.30
  • blk.30.attn_norm.weight
    F32
    [2688]
  • blk.30.ssm_a
    F32
    [1, 64]
  • blk.30.ssm_conv1d.bias
    F32
    [6144]
  • blk.30.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.30.ssm_d
    F32
    [1, 64]
  • blk.30.ssm_dt.bias
    F32
    [64]
  • blk.30.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.30.ssm_norm.weight
    F32
    [512, 8]
  • blk.30.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.31
  • blk.31.attn_norm.weight
    F32
    [2688]
  • blk.31.exp_probs_b.bias
    F32
    [128]
  • blk.31.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.31.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.31.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.31.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.31.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.32
  • blk.32.attn_norm.weight
    F32
    [2688]
  • blk.32.ssm_a
    F32
    [1, 64]
  • blk.32.ssm_conv1d.bias
    F32
    [6144]
  • blk.32.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.32.ssm_d
    F32
    [1, 64]
  • blk.32.ssm_dt.bias
    F32
    [64]
  • blk.32.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.32.ssm_norm.weight
    F32
    [512, 8]
  • blk.32.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.33
  • blk.33.attn_k.weight
    Q5_0
    [2688, 256]
  • blk.33.attn_norm.weight
    F32
    [2688]
  • blk.33.attn_output.weight
    Q4_K
    [4096, 2688]
  • blk.33.attn_q.weight
    Q5_0
    [2688, 4096]
  • blk.33.attn_v.weight
    Q8_0
    [2688, 256]
    • blk.34
  • blk.34.attn_norm.weight
    F32
    [2688]
  • blk.34.exp_probs_b.bias
    F32
    [128]
  • blk.34.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.34.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.34.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.34.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.34.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.35
  • blk.35.attn_norm.weight
    F32
    [2688]
  • blk.35.ssm_a
    F32
    [1, 64]
  • blk.35.ssm_conv1d.bias
    F32
    [6144]
  • blk.35.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.35.ssm_d
    F32
    [1, 64]
  • blk.35.ssm_dt.bias
    F32
    [64]
  • blk.35.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.35.ssm_norm.weight
    F32
    [512, 8]
  • blk.35.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.36
  • blk.36.attn_norm.weight
    F32
    [2688]
  • blk.36.exp_probs_b.bias
    F32
    [128]
  • blk.36.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.36.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.36.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.36.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.36.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.37
  • blk.37.attn_norm.weight
    F32
    [2688]
  • blk.37.ssm_a
    F32
    [1, 64]
  • blk.37.ssm_conv1d.bias
    F32
    [6144]
  • blk.37.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.37.ssm_d
    F32
    [1, 64]
  • blk.37.ssm_dt.bias
    F32
    [64]
  • blk.37.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.37.ssm_norm.weight
    F32
    [512, 8]
  • blk.37.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.38
  • blk.38.attn_norm.weight
    F32
    [2688]
  • blk.38.exp_probs_b.bias
    F32
    [128]
  • blk.38.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.38.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.38.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.38.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.38.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.39
  • blk.39.attn_norm.weight
    F32
    [2688]
  • blk.39.ssm_a
    F32
    [1, 64]
  • blk.39.ssm_conv1d.bias
    F32
    [6144]
  • blk.39.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.39.ssm_d
    F32
    [1, 64]
  • blk.39.ssm_dt.bias
    F32
    [64]
  • blk.39.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.39.ssm_norm.weight
    F32
    [512, 8]
  • blk.39.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.40
  • blk.40.attn_norm.weight
    F32
    [2688]
  • blk.40.exp_probs_b.bias
    F32
    [128]
  • blk.40.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.40.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.40.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.40.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.40.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.41
  • blk.41.attn_norm.weight
    F32
    [2688]
  • blk.41.ssm_a
    F32
    [1, 64]
  • blk.41.ssm_conv1d.bias
    F32
    [6144]
  • blk.41.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.41.ssm_d
    F32
    [1, 64]
  • blk.41.ssm_dt.bias
    F32
    [64]
  • blk.41.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.41.ssm_norm.weight
    F32
    [512, 8]
  • blk.41.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.42
  • blk.42.attn_k.weight
    Q5_0
    [2688, 256]
  • blk.42.attn_norm.weight
    F32
    [2688]
  • blk.42.attn_output.weight
    Q4_K
    [4096, 2688]
  • blk.42.attn_q.weight
    Q5_0
    [2688, 4096]
  • blk.42.attn_v.weight
    Q5_0
    [2688, 256]
    • blk.43
  • blk.43.attn_norm.weight
    F32
    [2688]
  • blk.43.exp_probs_b.bias
    F32
    [128]
  • blk.43.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.43.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.43.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.43.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.43.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.44
  • blk.44.attn_norm.weight
    F32
    [2688]
  • blk.44.ssm_a
    F32
    [1, 64]
  • blk.44.ssm_conv1d.bias
    F32
    [6144]
  • blk.44.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.44.ssm_d
    F32
    [1, 64]
  • blk.44.ssm_dt.bias
    F32
    [64]
  • blk.44.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.44.ssm_norm.weight
    F32
    [512, 8]
  • blk.44.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.45
  • blk.45.attn_norm.weight
    F32
    [2688]
  • blk.45.exp_probs_b.bias
    F32
    [128]
  • blk.45.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.45.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.45.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.45.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.45.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.46
  • blk.46.attn_norm.weight
    F32
    [2688]
  • blk.46.ssm_a
    F32
    [1, 64]
  • blk.46.ssm_conv1d.bias
    F32
    [6144]
  • blk.46.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.46.ssm_d
    F32
    [1, 64]
  • blk.46.ssm_dt.bias
    F32
    [64]
  • blk.46.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.46.ssm_norm.weight
    F32
    [512, 8]
  • blk.46.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.47
  • blk.47.attn_norm.weight
    F32
    [2688]
  • blk.47.exp_probs_b.bias
    F32
    [128]
  • blk.47.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.47.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.47.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.47.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.47.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.48
  • blk.48.attn_norm.weight
    F32
    [2688]
  • blk.48.ssm_a
    F32
    [1, 64]
  • blk.48.ssm_conv1d.bias
    F32
    [6144]
  • blk.48.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.48.ssm_d
    F32
    [1, 64]
  • blk.48.ssm_dt.bias
    F32
    [64]
  • blk.48.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.48.ssm_norm.weight
    F32
    [512, 8]
  • blk.48.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.49
  • blk.49.attn_norm.weight
    F32
    [2688]
  • blk.49.exp_probs_b.bias
    F32
    [128]
  • blk.49.ffn_down_exps.weight
    Q8_0
    [1856, 2688, 128]
  • blk.49.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.49.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.49.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.49.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
    • blk.50
  • blk.50.attn_norm.weight
    F32
    [2688]
  • blk.50.ssm_a
    F32
    [1, 64]
  • blk.50.ssm_conv1d.bias
    F32
    [6144]
  • blk.50.ssm_conv1d.weight
    F32
    [4, 6144]
  • blk.50.ssm_d
    F32
    [1, 64]
  • blk.50.ssm_dt.bias
    F32
    [64]
  • blk.50.ssm_in.weight
    Q5_0
    [2688, 10304]
  • blk.50.ssm_norm.weight
    F32
    [512, 8]
  • blk.50.ssm_out.weight
    Q4_K
    [4096, 2688]
    • blk.51
  • blk.51.attn_norm.weight
    F32
    [2688]
  • blk.51.exp_probs_b.bias
    F32
    [128]
  • blk.51.ffn_down_exps.weight
    Q5_0
    [1856, 2688, 128]
  • blk.51.ffn_down_shexp.weight
    Q5_0
    [3712, 2688]
  • blk.51.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.51.ffn_up_exps.weight
    Q5_0
    [2688, 1856, 128]
  • blk.51.ffn_up_shexp.weight
    Q5_0
    [2688, 3712]
  • output.weight
    Q8_0
    [2688, 131072]
  • output_norm.weight
    F32
    [2688]