nemotron3:33b-q8

111 20 hours ago

vision tools thinking audio 33b
... /
model
c34ddc773b02 · 36GB
    Metadata
  • general.architecture
    nemotron_h_omni
  • general.file_type
    Q8_0
  • nemotron_h_omni.attention.head_count
    32
  • nemotron_h_omni.attention.head_count_kv
    [0, 0, 0, 0, 0, ...]
  • nemotron_h_omni.attention.key_length
    128
  • nemotron_h_omni.attention.layer_norm_epsilon
    1e-05
  • nemotron_h_omni.attention.layer_norm_rms_epsilon
    1e-05
  • nemotron_h_omni.attention.value_length
    128
  • nemotron_h_omni.audio.attention.head_count
    8
  • nemotron_h_omni.audio.attention.layer_norm_epsilon
    1e-05
  • nemotron_h_omni.audio.block_count
    24
  • nemotron_h_omni.audio.conv_kernel_size
    9
  • nemotron_h_omni.audio.embedding_length
    1024
  • nemotron_h_omni.audio.feed_forward_length
    4096
  • nemotron_h_omni.audio.num_mel_bins
    128
  • nemotron_h_omni.audio.projection_hidden_size
    4096
  • nemotron_h_omni.audio.sample_rate
    16000
  • nemotron_h_omni.audio.scale_input
    false
  • nemotron_h_omni.audio.sound_token_id
    27
  • nemotron_h_omni.audio.subsampling_conv_channels
    256
  • nemotron_h_omni.audio.subsampling_conv_kernel_size
    3
  • nemotron_h_omni.audio.subsampling_conv_stride
    2
  • nemotron_h_omni.audio.subsampling_factor
    8
  • nemotron_h_omni.block_count
    52
  • nemotron_h_omni.context_length
    131072
  • nemotron_h_omni.embedding_length
    2688
  • nemotron_h_omni.expert_count
    128
  • nemotron_h_omni.expert_feed_forward_length
    1856
  • nemotron_h_omni.expert_group_count
    1
  • nemotron_h_omni.expert_group_used_count
    1
  • nemotron_h_omni.expert_shared_count
    1
  • nemotron_h_omni.expert_shared_feed_forward_length
    3712
  • nemotron_h_omni.expert_used_count
    6
  • nemotron_h_omni.expert_weights_norm
    true
  • nemotron_h_omni.expert_weights_scale
    2.5
  • nemotron_h_omni.feed_forward_length
    [0, 1856, 0, 1856, 0, ...]
  • nemotron_h_omni.rope.dimension_count
    128
  • nemotron_h_omni.rope.freq_base
    10000
  • nemotron_h_omni.ssm.conv_kernel
    4
  • nemotron_h_omni.ssm.group_count
    8
  • nemotron_h_omni.ssm.inner_size
    4096
  • nemotron_h_omni.ssm.state_size
    128
  • nemotron_h_omni.ssm.time_step_rank
    64
  • nemotron_h_omni.vision.attention.head_count
    16
  • nemotron_h_omni.vision.attention.layer_norm_epsilon
    1e-06
  • nemotron_h_omni.vision.block_count
    32
  • nemotron_h_omni.vision.embedding_length
    1280
  • nemotron_h_omni.vision.feed_forward_length
    5120
  • nemotron_h_omni.vision.image_end_token_id
    20
  • nemotron_h_omni.vision.image_mean
    [0.48145467, 0.4578275, 0.40821072]
  • nemotron_h_omni.vision.image_size
    512
  • nemotron_h_omni.vision.image_start_token_id
    19
  • nemotron_h_omni.vision.image_std
    [0.26862955, 0.2613026, 0.2757771]
  • nemotron_h_omni.vision.image_token_id
    18
  • nemotron_h_omni.vision.max_num_patches
    13312
  • nemotron_h_omni.vision.max_tiles
    12
  • nemotron_h_omni.vision.min_num_patches
    1024
  • nemotron_h_omni.vision.num_channels
    3
  • nemotron_h_omni.vision.patch_size
    16
  • nemotron_h_omni.vision.projector.scale_factor
    2
  • nemotron_h_omni.vision.use_thumbnail
    true
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_unknown_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    11
  • tokenizer.ggml.eos_token_ids
    [2, 11]
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ t, e r, i n, Ġ ĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [0, 1, 2, 3, 4, ...]
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, [INST], [/INST], ...]
  • tokenizer.ggml.unknown_token_id
    0
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    [4, 6144]
  • blk.46.ssm_d
    F32
    [1, 64]
  • blk.46.ssm_dt.bias
    F32
    [64]
  • blk.46.ssm_in.weight
    Q8_0
    [2688, 10304]
  • blk.46.ssm_norm.weight
    F32
    [512, 8]
  • blk.46.ssm_out.weight
    Q8_0
    [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
    Q8_0
    [3712, 2688]
  • blk.47.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.47.ffn_up_exps.weight
    Q8_0
    [2688, 1856, 128]
  • blk.47.ffn_up_shexp.weight
    Q8_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
    Q8_0
    [2688, 10304]
  • blk.48.ssm_norm.weight
    F32
    [512, 8]
  • blk.48.ssm_out.weight
    Q8_0
    [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
    Q8_0
    [3712, 2688]
  • blk.49.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.49.ffn_up_exps.weight
    Q8_0
    [2688, 1856, 128]
  • blk.49.ffn_up_shexp.weight
    Q8_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
    Q8_0
    [2688, 10304]
  • blk.50.ssm_norm.weight
    F32
    [512, 8]
  • blk.50.ssm_out.weight
    Q8_0
    [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
    Q8_0
    [1856, 2688, 128]
  • blk.51.ffn_down_shexp.weight
    Q8_0
    [3712, 2688]
  • blk.51.ffn_gate_inp.weight
    F32
    [2688, 128]
  • blk.51.ffn_up_exps.weight
    Q8_0
    [2688, 1856, 128]
  • blk.51.ffn_up_shexp.weight
    Q8_0
    [2688, 3712]
  • mm.1.weight
    F16
    [5120, 20480]
  • mm.2.weight
    F16
    [20480, 2688]
  • mm.a.1.weight
    F16
    [1024, 4096]
  • mm.a.2.weight
    F16
    [4096, 2688]
  • mm.a.norm.weight
    F32
    [1024]
  • mm.norm.weight
    F32
    [5120]
  • output.weight
    Q8_0
    [2688, 131072]
    • v.blk.0
  • v.blk.0.attn_k.bias
    F32
    [1280]
  • v.blk.0.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.0.attn_out.bias
    F32
    [1280]
  • v.blk.0.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.0.attn_q.bias
    F32
    [1280]
  • v.blk.0.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.0.attn_v.bias
    F32
    [1280]
  • v.blk.0.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.0.ffn_down.bias
    F32
    [1280]
  • v.blk.0.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.0.ffn_up.bias
    F32
    [5120]
  • v.blk.0.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.0.ln1.bias
    F32
    [1280]
  • v.blk.0.ln1.weight
    F32
    [1280]
  • v.blk.0.ln2.bias
    F32
    [1280]
  • v.blk.0.ln2.weight
    F32
    [1280]
    • v.blk.1
  • v.blk.1.attn_k.bias
    F32
    [1280]
  • v.blk.1.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.1.attn_out.bias
    F32
    [1280]
  • v.blk.1.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.1.attn_q.bias
    F32
    [1280]
  • v.blk.1.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.1.attn_v.bias
    F32
    [1280]
  • v.blk.1.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.1.ffn_down.bias
    F32
    [1280]
  • v.blk.1.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.1.ffn_up.bias
    F32
    [5120]
  • v.blk.1.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.1.ln1.bias
    F32
    [1280]
  • v.blk.1.ln1.weight
    F32
    [1280]
  • v.blk.1.ln2.bias
    F32
    [1280]
  • v.blk.1.ln2.weight
    F32
    [1280]
    • v.blk.2
  • v.blk.2.attn_k.bias
    F32
    [1280]
  • v.blk.2.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.2.attn_out.bias
    F32
    [1280]
  • v.blk.2.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.2.attn_q.bias
    F32
    [1280]
  • v.blk.2.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.2.attn_v.bias
    F32
    [1280]
  • v.blk.2.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.2.ffn_down.bias
    F32
    [1280]
  • v.blk.2.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.2.ffn_up.bias
    F32
    [5120]
  • v.blk.2.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.2.ln1.bias
    F32
    [1280]
  • v.blk.2.ln1.weight
    F32
    [1280]
  • v.blk.2.ln2.bias
    F32
    [1280]
  • v.blk.2.ln2.weight
    F32
    [1280]
    • v.blk.3
  • v.blk.3.attn_k.bias
    F32
    [1280]
  • v.blk.3.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.3.attn_out.bias
    F32
    [1280]
  • v.blk.3.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.3.attn_q.bias
    F32
    [1280]
  • v.blk.3.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.3.attn_v.bias
    F32
    [1280]
  • v.blk.3.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.3.ffn_down.bias
    F32
    [1280]
  • v.blk.3.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.3.ffn_up.bias
    F32
    [5120]
  • v.blk.3.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.3.ln1.bias
    F32
    [1280]
  • v.blk.3.ln1.weight
    F32
    [1280]
  • v.blk.3.ln2.bias
    F32
    [1280]
  • v.blk.3.ln2.weight
    F32
    [1280]
    • v.blk.4
  • v.blk.4.attn_k.bias
    F32
    [1280]
  • v.blk.4.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.4.attn_out.bias
    F32
    [1280]
  • v.blk.4.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.4.attn_q.bias
    F32
    [1280]
  • v.blk.4.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.4.attn_v.bias
    F32
    [1280]
  • v.blk.4.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.4.ffn_down.bias
    F32
    [1280]
  • v.blk.4.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.4.ffn_up.bias
    F32
    [5120]
  • v.blk.4.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.4.ln1.bias
    F32
    [1280]
  • v.blk.4.ln1.weight
    F32
    [1280]
  • v.blk.4.ln2.bias
    F32
    [1280]
  • v.blk.4.ln2.weight
    F32
    [1280]
    • v.blk.5
  • v.blk.5.attn_k.bias
    F32
    [1280]
  • v.blk.5.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.5.attn_out.bias
    F32
    [1280]
  • v.blk.5.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.5.attn_q.bias
    F32
    [1280]
  • v.blk.5.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.5.attn_v.bias
    F32
    [1280]
  • v.blk.5.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.5.ffn_down.bias
    F32
    [1280]
  • v.blk.5.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.5.ffn_up.bias
    F32
    [5120]
  • v.blk.5.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.5.ln1.bias
    F32
    [1280]
  • v.blk.5.ln1.weight
    F32
    [1280]
  • v.blk.5.ln2.bias
    F32
    [1280]
  • v.blk.5.ln2.weight
    F32
    [1280]
    • v.blk.6
  • v.blk.6.attn_k.bias
    F32
    [1280]
  • v.blk.6.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.6.attn_out.bias
    F32
    [1280]
  • v.blk.6.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.6.attn_q.bias
    F32
    [1280]
  • v.blk.6.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.6.attn_v.bias
    F32
    [1280]
  • v.blk.6.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.6.ffn_down.bias
    F32
    [1280]
  • v.blk.6.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.6.ffn_up.bias
    F32
    [5120]
  • v.blk.6.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.6.ln1.bias
    F32
    [1280]
  • v.blk.6.ln1.weight
    F32
    [1280]
  • v.blk.6.ln2.bias
    F32
    [1280]
  • v.blk.6.ln2.weight
    F32
    [1280]
    • v.blk.7
  • v.blk.7.attn_k.bias
    F32
    [1280]
  • v.blk.7.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.7.attn_out.bias
    F32
    [1280]
  • v.blk.7.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.7.attn_q.bias
    F32
    [1280]
  • v.blk.7.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.7.attn_v.bias
    F32
    [1280]
  • v.blk.7.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.7.ffn_down.bias
    F32
    [1280]
  • v.blk.7.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.7.ffn_up.bias
    F32
    [5120]
  • v.blk.7.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.7.ln1.bias
    F32
    [1280]
  • v.blk.7.ln1.weight
    F32
    [1280]
  • v.blk.7.ln2.bias
    F32
    [1280]
  • v.blk.7.ln2.weight
    F32
    [1280]
    • v.blk.8
  • v.blk.8.attn_k.bias
    F32
    [1280]
  • v.blk.8.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.8.attn_out.bias
    F32
    [1280]
  • v.blk.8.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.8.attn_q.bias
    F32
    [1280]
  • v.blk.8.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.8.attn_v.bias
    F32
    [1280]
  • v.blk.8.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.8.ffn_down.bias
    F32
    [1280]
  • v.blk.8.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.8.ffn_up.bias
    F32
    [5120]
  • v.blk.8.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.8.ln1.bias
    F32
    [1280]
  • v.blk.8.ln1.weight
    F32
    [1280]
  • v.blk.8.ln2.bias
    F32
    [1280]
  • v.blk.8.ln2.weight
    F32
    [1280]
    • v.blk.9
  • v.blk.9.attn_k.bias
    F32
    [1280]
  • v.blk.9.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.9.attn_out.bias
    F32
    [1280]
  • v.blk.9.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.9.attn_q.bias
    F32
    [1280]
  • v.blk.9.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.9.attn_v.bias
    F32
    [1280]
  • v.blk.9.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.9.ffn_down.bias
    F32
    [1280]
  • v.blk.9.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.9.ffn_up.bias
    F32
    [5120]
  • v.blk.9.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.9.ln1.bias
    F32
    [1280]
  • v.blk.9.ln1.weight
    F32
    [1280]
  • v.blk.9.ln2.bias
    F32
    [1280]
  • v.blk.9.ln2.weight
    F32
    [1280]
    • v.blk.10
  • v.blk.10.attn_k.bias
    F32
    [1280]
  • v.blk.10.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.10.attn_out.bias
    F32
    [1280]
  • v.blk.10.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.10.attn_q.bias
    F32
    [1280]
  • v.blk.10.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.10.attn_v.bias
    F32
    [1280]
  • v.blk.10.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.10.ffn_down.bias
    F32
    [1280]
  • v.blk.10.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.10.ffn_up.bias
    F32
    [5120]
  • v.blk.10.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.10.ln1.bias
    F32
    [1280]
  • v.blk.10.ln1.weight
    F32
    [1280]
  • v.blk.10.ln2.bias
    F32
    [1280]
  • v.blk.10.ln2.weight
    F32
    [1280]
    • v.blk.11
  • v.blk.11.attn_k.bias
    F32
    [1280]
  • v.blk.11.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.11.attn_out.bias
    F32
    [1280]
  • v.blk.11.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.11.attn_q.bias
    F32
    [1280]
  • v.blk.11.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.11.attn_v.bias
    F32
    [1280]
  • v.blk.11.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.11.ffn_down.bias
    F32
    [1280]
  • v.blk.11.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.11.ffn_up.bias
    F32
    [5120]
  • v.blk.11.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.11.ln1.bias
    F32
    [1280]
  • v.blk.11.ln1.weight
    F32
    [1280]
  • v.blk.11.ln2.bias
    F32
    [1280]
  • v.blk.11.ln2.weight
    F32
    [1280]
    • v.blk.12
  • v.blk.12.attn_k.bias
    F32
    [1280]
  • v.blk.12.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.12.attn_out.bias
    F32
    [1280]
  • v.blk.12.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.12.attn_q.bias
    F32
    [1280]
  • v.blk.12.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.12.attn_v.bias
    F32
    [1280]
  • v.blk.12.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.12.ffn_down.bias
    F32
    [1280]
  • v.blk.12.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.12.ffn_up.bias
    F32
    [5120]
  • v.blk.12.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.12.ln1.bias
    F32
    [1280]
  • v.blk.12.ln1.weight
    F32
    [1280]
  • v.blk.12.ln2.bias
    F32
    [1280]
  • v.blk.12.ln2.weight
    F32
    [1280]
    • v.blk.13
  • v.blk.13.attn_k.bias
    F32
    [1280]
  • v.blk.13.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.13.attn_out.bias
    F32
    [1280]
  • v.blk.13.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.13.attn_q.bias
    F32
    [1280]
  • v.blk.13.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.13.attn_v.bias
    F32
    [1280]
  • v.blk.13.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.13.ffn_down.bias
    F32
    [1280]
  • v.blk.13.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.13.ffn_up.bias
    F32
    [5120]
  • v.blk.13.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.13.ln1.bias
    F32
    [1280]
  • v.blk.13.ln1.weight
    F32
    [1280]
  • v.blk.13.ln2.bias
    F32
    [1280]
  • v.blk.13.ln2.weight
    F32
    [1280]
    • v.blk.14
  • v.blk.14.attn_k.bias
    F32
    [1280]
  • v.blk.14.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.14.attn_out.bias
    F32
    [1280]
  • v.blk.14.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.14.attn_q.bias
    F32
    [1280]
  • v.blk.14.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.14.attn_v.bias
    F32
    [1280]
  • v.blk.14.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.14.ffn_down.bias
    F32
    [1280]
  • v.blk.14.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.14.ffn_up.bias
    F32
    [5120]
  • v.blk.14.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.14.ln1.bias
    F32
    [1280]
  • v.blk.14.ln1.weight
    F32
    [1280]
  • v.blk.14.ln2.bias
    F32
    [1280]
  • v.blk.14.ln2.weight
    F32
    [1280]
    • v.blk.15
  • v.blk.15.attn_k.bias
    F32
    [1280]
  • v.blk.15.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.15.attn_out.bias
    F32
    [1280]
  • v.blk.15.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.15.attn_q.bias
    F32
    [1280]
  • v.blk.15.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.15.attn_v.bias
    F32
    [1280]
  • v.blk.15.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.15.ffn_down.bias
    F32
    [1280]
  • v.blk.15.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.15.ffn_up.bias
    F32
    [5120]
  • v.blk.15.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.15.ln1.bias
    F32
    [1280]
  • v.blk.15.ln1.weight
    F32
    [1280]
  • v.blk.15.ln2.bias
    F32
    [1280]
  • v.blk.15.ln2.weight
    F32
    [1280]
    • v.blk.16
  • v.blk.16.attn_k.bias
    F32
    [1280]
  • v.blk.16.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.16.attn_out.bias
    F32
    [1280]
  • v.blk.16.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.16.attn_q.bias
    F32
    [1280]
  • v.blk.16.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.16.attn_v.bias
    F32
    [1280]
  • v.blk.16.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.16.ffn_down.bias
    F32
    [1280]
  • v.blk.16.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.16.ffn_up.bias
    F32
    [5120]
  • v.blk.16.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.16.ln1.bias
    F32
    [1280]
  • v.blk.16.ln1.weight
    F32
    [1280]
  • v.blk.16.ln2.bias
    F32
    [1280]
  • v.blk.16.ln2.weight
    F32
    [1280]
    • v.blk.17
  • v.blk.17.attn_k.bias
    F32
    [1280]
  • v.blk.17.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.17.attn_out.bias
    F32
    [1280]
  • v.blk.17.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.17.attn_q.bias
    F32
    [1280]
  • v.blk.17.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.17.attn_v.bias
    F32
    [1280]
  • v.blk.17.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.17.ffn_down.bias
    F32
    [1280]
  • v.blk.17.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.17.ffn_up.bias
    F32
    [5120]
  • v.blk.17.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.17.ln1.bias
    F32
    [1280]
  • v.blk.17.ln1.weight
    F32
    [1280]
  • v.blk.17.ln2.bias
    F32
    [1280]
  • v.blk.17.ln2.weight
    F32
    [1280]
    • v.blk.18
  • v.blk.18.attn_k.bias
    F32
    [1280]
  • v.blk.18.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.18.attn_out.bias
    F32
    [1280]
  • v.blk.18.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.18.attn_q.bias
    F32
    [1280]
  • v.blk.18.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.18.attn_v.bias
    F32
    [1280]
  • v.blk.18.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.18.ffn_down.bias
    F32
    [1280]
  • v.blk.18.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.18.ffn_up.bias
    F32
    [5120]
  • v.blk.18.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.18.ln1.bias
    F32
    [1280]
  • v.blk.18.ln1.weight
    F32
    [1280]
  • v.blk.18.ln2.bias
    F32
    [1280]
  • v.blk.18.ln2.weight
    F32
    [1280]
    • v.blk.19
  • v.blk.19.attn_k.bias
    F32
    [1280]
  • v.blk.19.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.19.attn_out.bias
    F32
    [1280]
  • v.blk.19.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.19.attn_q.bias
    F32
    [1280]
  • v.blk.19.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.19.attn_v.bias
    F32
    [1280]
  • v.blk.19.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.19.ffn_down.bias
    F32
    [1280]
  • v.blk.19.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.19.ffn_up.bias
    F32
    [5120]
  • v.blk.19.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.19.ln1.bias
    F32
    [1280]
  • v.blk.19.ln1.weight
    F32
    [1280]
  • v.blk.19.ln2.bias
    F32
    [1280]
  • v.blk.19.ln2.weight
    F32
    [1280]
    • v.blk.20
  • v.blk.20.attn_k.bias
    F32
    [1280]
  • v.blk.20.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.20.attn_out.bias
    F32
    [1280]
  • v.blk.20.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.20.attn_q.bias
    F32
    [1280]
  • v.blk.20.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.20.attn_v.bias
    F32
    [1280]
  • v.blk.20.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.20.ffn_down.bias
    F32
    [1280]
  • v.blk.20.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.20.ffn_up.bias
    F32
    [5120]
  • v.blk.20.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.20.ln1.bias
    F32
    [1280]
  • v.blk.20.ln1.weight
    F32
    [1280]
  • v.blk.20.ln2.bias
    F32
    [1280]
  • v.blk.20.ln2.weight
    F32
    [1280]
    • v.blk.21
  • v.blk.21.attn_k.bias
    F32
    [1280]
  • v.blk.21.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.21.attn_out.bias
    F32
    [1280]
  • v.blk.21.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.21.attn_q.bias
    F32
    [1280]
  • v.blk.21.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.21.attn_v.bias
    F32
    [1280]
  • v.blk.21.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.21.ffn_down.bias
    F32
    [1280]
  • v.blk.21.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.21.ffn_up.bias
    F32
    [5120]
  • v.blk.21.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.21.ln1.bias
    F32
    [1280]
  • v.blk.21.ln1.weight
    F32
    [1280]
  • v.blk.21.ln2.bias
    F32
    [1280]
  • v.blk.21.ln2.weight
    F32
    [1280]
    • v.blk.22
  • v.blk.22.attn_k.bias
    F32
    [1280]
  • v.blk.22.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.22.attn_out.bias
    F32
    [1280]
  • v.blk.22.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.22.attn_q.bias
    F32
    [1280]
  • v.blk.22.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.22.attn_v.bias
    F32
    [1280]
  • v.blk.22.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.22.ffn_down.bias
    F32
    [1280]
  • v.blk.22.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.22.ffn_up.bias
    F32
    [5120]
  • v.blk.22.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.22.ln1.bias
    F32
    [1280]
  • v.blk.22.ln1.weight
    F32
    [1280]
  • v.blk.22.ln2.bias
    F32
    [1280]
  • v.blk.22.ln2.weight
    F32
    [1280]
    • v.blk.23
  • v.blk.23.attn_k.bias
    F32
    [1280]
  • v.blk.23.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.23.attn_out.bias
    F32
    [1280]
  • v.blk.23.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.23.attn_q.bias
    F32
    [1280]
  • v.blk.23.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.23.attn_v.bias
    F32
    [1280]
  • v.blk.23.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.23.ffn_down.bias
    F32
    [1280]
  • v.blk.23.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.23.ffn_up.bias
    F32
    [5120]
  • v.blk.23.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.23.ln1.bias
    F32
    [1280]
  • v.blk.23.ln1.weight
    F32
    [1280]
  • v.blk.23.ln2.bias
    F32
    [1280]
  • v.blk.23.ln2.weight
    F32
    [1280]
    • v.blk.24
  • v.blk.24.attn_k.bias
    F32
    [1280]
  • v.blk.24.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.24.attn_out.bias
    F32
    [1280]
  • v.blk.24.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.24.attn_q.bias
    F32
    [1280]
  • v.blk.24.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.24.attn_v.bias
    F32
    [1280]
  • v.blk.24.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.24.ffn_down.bias
    F32
    [1280]
  • v.blk.24.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.24.ffn_up.bias
    F32
    [5120]
  • v.blk.24.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.24.ln1.bias
    F32
    [1280]
  • v.blk.24.ln1.weight
    F32
    [1280]
  • v.blk.24.ln2.bias
    F32
    [1280]
  • v.blk.24.ln2.weight
    F32
    [1280]
    • v.blk.25
  • v.blk.25.attn_k.bias
    F32
    [1280]
  • v.blk.25.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.25.attn_out.bias
    F32
    [1280]
  • v.blk.25.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.25.attn_q.bias
    F32
    [1280]
  • v.blk.25.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.25.attn_v.bias
    F32
    [1280]
  • v.blk.25.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.25.ffn_down.bias
    F32
    [1280]
  • v.blk.25.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.25.ffn_up.bias
    F32
    [5120]
  • v.blk.25.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.25.ln1.bias
    F32
    [1280]
  • v.blk.25.ln1.weight
    F32
    [1280]
  • v.blk.25.ln2.bias
    F32
    [1280]
  • v.blk.25.ln2.weight
    F32
    [1280]
    • v.blk.26
  • v.blk.26.attn_k.bias
    F32
    [1280]
  • v.blk.26.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.26.attn_out.bias
    F32
    [1280]
  • v.blk.26.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.26.attn_q.bias
    F32
    [1280]
  • v.blk.26.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.26.attn_v.bias
    F32
    [1280]
  • v.blk.26.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.26.ffn_down.bias
    F32
    [1280]
  • v.blk.26.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.26.ffn_up.bias
    F32
    [5120]
  • v.blk.26.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.26.ln1.bias
    F32
    [1280]
  • v.blk.26.ln1.weight
    F32
    [1280]
  • v.blk.26.ln2.bias
    F32
    [1280]
  • v.blk.26.ln2.weight
    F32
    [1280]
    • v.blk.27
  • v.blk.27.attn_k.bias
    F32
    [1280]
  • v.blk.27.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.27.attn_out.bias
    F32
    [1280]
  • v.blk.27.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.27.attn_q.bias
    F32
    [1280]
  • v.blk.27.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.27.attn_v.bias
    F32
    [1280]
  • v.blk.27.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.27.ffn_down.bias
    F32
    [1280]
  • v.blk.27.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.27.ffn_up.bias
    F32
    [5120]
  • v.blk.27.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.27.ln1.bias
    F32
    [1280]
  • v.blk.27.ln1.weight
    F32
    [1280]
  • v.blk.27.ln2.bias
    F32
    [1280]
  • v.blk.27.ln2.weight
    F32
    [1280]
    • v.blk.28
  • v.blk.28.attn_k.bias
    F32
    [1280]
  • v.blk.28.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.28.attn_out.bias
    F32
    [1280]
  • v.blk.28.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.28.attn_q.bias
    F32
    [1280]
  • v.blk.28.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.28.attn_v.bias
    F32
    [1280]
  • v.blk.28.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.28.ffn_down.bias
    F32
    [1280]
  • v.blk.28.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.28.ffn_up.bias
    F32
    [5120]
  • v.blk.28.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.28.ln1.bias
    F32
    [1280]
  • v.blk.28.ln1.weight
    F32
    [1280]
  • v.blk.28.ln2.bias
    F32
    [1280]
  • v.blk.28.ln2.weight
    F32
    [1280]
    • v.blk.29
  • v.blk.29.attn_k.bias
    F32
    [1280]
  • v.blk.29.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.29.attn_out.bias
    F32
    [1280]
  • v.blk.29.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.29.attn_q.bias
    F32
    [1280]
  • v.blk.29.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.29.attn_v.bias
    F32
    [1280]
  • v.blk.29.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.29.ffn_down.bias
    F32
    [1280]
  • v.blk.29.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.29.ffn_up.bias
    F32
    [5120]
  • v.blk.29.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.29.ln1.bias
    F32
    [1280]
  • v.blk.29.ln1.weight
    F32
    [1280]
  • v.blk.29.ln2.bias
    F32
    [1280]
  • v.blk.29.ln2.weight
    F32
    [1280]
    • v.blk.30
  • v.blk.30.attn_k.bias
    F32
    [1280]
  • v.blk.30.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.30.attn_out.bias
    F32
    [1280]
  • v.blk.30.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.30.attn_q.bias
    F32
    [1280]
  • v.blk.30.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.30.attn_v.bias
    F32
    [1280]
  • v.blk.30.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.30.ffn_down.bias
    F32
    [1280]
  • v.blk.30.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.30.ffn_up.bias
    F32
    [5120]
  • v.blk.30.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.30.ln1.bias
    F32
    [1280]
  • v.blk.30.ln1.weight
    F32
    [1280]
  • v.blk.30.ln2.bias
    F32
    [1280]
  • v.blk.30.ln2.weight
    F32
    [1280]
    • v.blk.31
  • v.blk.31.attn_k.bias
    F32
    [1280]
  • v.blk.31.attn_k.weight
    F16
    [1280, 1280]
  • v.blk.31.attn_out.bias
    F32
    [1280]
  • v.blk.31.attn_out.weight
    F16
    [1280, 1280]
  • v.blk.31.attn_q.bias
    F32
    [1280]
  • v.blk.31.attn_q.weight
    F16
    [1280, 1280]
  • v.blk.31.attn_v.bias
    F32
    [1280]
  • v.blk.31.attn_v.weight
    F16
    [1280, 1280]
  • v.blk.31.ffn_down.bias
    F32
    [1280]
  • v.blk.31.ffn_down.weight
    F16
    [5120, 1280]
  • v.blk.31.ffn_up.bias
    F32
    [5120]
  • v.blk.31.ffn_up.weight
    F16
    [1280, 5120]
  • v.blk.31.ln1.bias
    F32
    [1280]
  • v.blk.31.ln1.weight
    F32
    [1280]
  • v.blk.31.ln2.bias
    F32
    [1280]
  • v.blk.31.ln2.weight
    F32
    [1280]
  • v.cls_embd
    F16
    [1280, 10]
  • v.patch_embd.weight
    F16
    [768, 1280]
  • v.position_embd
    F16
    [1280, 16384]
  • output_norm.weight
    F32
    [2688]