gemma4:latest

63 34 minutes ago

Gemma 4 models are designed to deliver frontier-level performance at each size. They are well-suited for reasoning, agentic workflows, coding, and multimodal understanding.

vision e2b e4b 26b 31b
... /
model
4c27e0f5b5ad · 9.6GB
    Metadata
  • general.architecture
    gemma4
  • general.file_type
    Q4_K_M
  • gemma4.attention.head_count
    8
  • gemma4.attention.head_count_kv
    2
  • gemma4.attention.key_length
    512
  • gemma4.attention.key_length_swa
    256
  • gemma4.attention.layer_norm_rms_epsilon
    1e-06
  • gemma4.attention.shared_kv_layers
    18
  • gemma4.attention.sliding_window
    512
  • gemma4.attention.sliding_window_pattern
    [true, true, true, true, true, ...]
  • gemma4.attention.value_length
    512
  • gemma4.attention.value_length_swa
    256
  • gemma4.audio.attention.head_count
    8
  • gemma4.audio.attention.layer_norm_epsilon
    1e-06
  • gemma4.audio.block_count
    12
  • gemma4.audio.conv_kernel_size
    5
  • gemma4.audio.embedding_length
    1024
  • gemma4.audio.feed_forward_length
    4096
  • gemma4.block_count
    42
  • gemma4.context_length
    131072
  • gemma4.embedding_length
    2560
  • gemma4.embedding_length_per_layer_input
    256
  • gemma4.feed_forward_length
    10240
  • gemma4.final_logit_softcapping
    30
  • gemma4.rope.dimension_count
    512
  • gemma4.rope.dimension_count_swa
    256
  • gemma4.rope.freq_base
    1e+06
  • gemma4.rope.freq_base_swa
    10000
  • gemma4.vision.attention.head_count
    12
  • gemma4.vision.attention.layer_norm_epsilon
    1e-06
  • gemma4.vision.block_count
    16
  • gemma4.vision.embedding_length
    768
  • gemma4.vision.feed_forward_length
    3072
  • gemma4.vision.num_channels
    3
  • gemma4.vision.patch_size
    16
  • gemma4.vision.projector.scale_factor
    3
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_mask_token
    false
  • tokenizer.ggml.add_padding_token
    false
  • tokenizer.ggml.add_unknown_token
    false
  • tokenizer.ggml.bos_token_id
    2
  • tokenizer.ggml.eos_token_id
    1
  • tokenizer.ggml.eos_token_ids
    [1, 106, 50]
  • tokenizer.ggml.mask_token_id
    4
  • tokenizer.ggml.merges
    [ , ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁ ▁, , , ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁ ▁▁, ...]
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    gemma4
  • tokenizer.ggml.scores
    [0, 1, 2, 3, 4, ...]
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<pad>, <eos>, <bos>, <unk>, <mask>, ...]
  • tokenizer.ggml.unknown_token_id
    3
    • Tensor
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    Q6_K
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    F32
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    F32
    [1]
  • v.blk.3.attn_v.weight
    F16
    [768, 768]
  • v.blk.3.ffn_down.input_max
    F32
    [1]
  • v.blk.3.ffn_down.input_min
    F32
    [1]
  • v.blk.3.ffn_down.output_max
    F32
    [1]
  • v.blk.3.ffn_down.output_min
    F32
    [1]
  • v.blk.3.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.3.ffn_gate.input_max
    F32
    [1]
  • v.blk.3.ffn_gate.input_min
    F32
    [1]
  • v.blk.3.ffn_gate.output_max
    F32
    [1]
  • v.blk.3.ffn_gate.output_min
    F32
    [1]
  • v.blk.3.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.3.ffn_post_norm.weight
    F32
    [768]
  • v.blk.3.ffn_up.input_max
    F32
    [1]
  • v.blk.3.ffn_up.input_min
    F32
    [1]
  • v.blk.3.ffn_up.output_max
    F32
    [1]
  • v.blk.3.ffn_up.output_min
    F32
    [1]
  • v.blk.3.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.3.ln1.weight
    F32
    [768]
  • v.blk.3.ln2.weight
    F32
    [768]
    • v.blk.4
  • v.blk.4.attn_k.input_max
    F32
    [1]
  • v.blk.4.attn_k.input_min
    F32
    [1]
  • v.blk.4.attn_k.output_max
    F32
    [1]
  • v.blk.4.attn_k.output_min
    F32
    [1]
  • v.blk.4.attn_k.weight
    F16
    [768, 768]
  • v.blk.4.attn_k_norm.weight
    F32
    [64]
  • v.blk.4.attn_out.input_max
    F32
    [1]
  • v.blk.4.attn_out.input_min
    F32
    [1]
  • v.blk.4.attn_out.output_max
    F32
    [1]
  • v.blk.4.attn_out.output_min
    F32
    [1]
  • v.blk.4.attn_out.weight
    F16
    [768, 768]
  • v.blk.4.attn_post_norm.weight
    F32
    [768]
  • v.blk.4.attn_q.input_max
    F32
    [1]
  • v.blk.4.attn_q.input_min
    F32
    [1]
  • v.blk.4.attn_q.output_max
    F32
    [1]
  • v.blk.4.attn_q.output_min
    F32
    [1]
  • v.blk.4.attn_q.weight
    F16
    [768, 768]
  • v.blk.4.attn_q_norm.weight
    F32
    [64]
  • v.blk.4.attn_v.input_max
    F32
    [1]
  • v.blk.4.attn_v.input_min
    F32
    [1]
  • v.blk.4.attn_v.output_max
    F32
    [1]
  • v.blk.4.attn_v.output_min
    F32
    [1]
  • v.blk.4.attn_v.weight
    F16
    [768, 768]
  • v.blk.4.ffn_down.input_max
    F32
    [1]
  • v.blk.4.ffn_down.input_min
    F32
    [1]
  • v.blk.4.ffn_down.output_max
    F32
    [1]
  • v.blk.4.ffn_down.output_min
    F32
    [1]
  • v.blk.4.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.4.ffn_gate.input_max
    F32
    [1]
  • v.blk.4.ffn_gate.input_min
    F32
    [1]
  • v.blk.4.ffn_gate.output_max
    F32
    [1]
  • v.blk.4.ffn_gate.output_min
    F32
    [1]
  • v.blk.4.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.4.ffn_post_norm.weight
    F32
    [768]
  • v.blk.4.ffn_up.input_max
    F32
    [1]
  • v.blk.4.ffn_up.input_min
    F32
    [1]
  • v.blk.4.ffn_up.output_max
    F32
    [1]
  • v.blk.4.ffn_up.output_min
    F32
    [1]
  • v.blk.4.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.4.ln1.weight
    F32
    [768]
  • v.blk.4.ln2.weight
    F32
    [768]
    • v.blk.5
  • v.blk.5.attn_k.input_max
    F32
    [1]
  • v.blk.5.attn_k.input_min
    F32
    [1]
  • v.blk.5.attn_k.output_max
    F32
    [1]
  • v.blk.5.attn_k.output_min
    F32
    [1]
  • v.blk.5.attn_k.weight
    F16
    [768, 768]
  • v.blk.5.attn_k_norm.weight
    F32
    [64]
  • v.blk.5.attn_out.input_max
    F32
    [1]
  • v.blk.5.attn_out.input_min
    F32
    [1]
  • v.blk.5.attn_out.output_max
    F32
    [1]
  • v.blk.5.attn_out.output_min
    F32
    [1]
  • v.blk.5.attn_out.weight
    F16
    [768, 768]
  • v.blk.5.attn_post_norm.weight
    F32
    [768]
  • v.blk.5.attn_q.input_max
    F32
    [1]
  • v.blk.5.attn_q.input_min
    F32
    [1]
  • v.blk.5.attn_q.output_max
    F32
    [1]
  • v.blk.5.attn_q.output_min
    F32
    [1]
  • v.blk.5.attn_q.weight
    F16
    [768, 768]
  • v.blk.5.attn_q_norm.weight
    F32
    [64]
  • v.blk.5.attn_v.input_max
    F32
    [1]
  • v.blk.5.attn_v.input_min
    F32
    [1]
  • v.blk.5.attn_v.output_max
    F32
    [1]
  • v.blk.5.attn_v.output_min
    F32
    [1]
  • v.blk.5.attn_v.weight
    F16
    [768, 768]
  • v.blk.5.ffn_down.input_max
    F32
    [1]
  • v.blk.5.ffn_down.input_min
    F32
    [1]
  • v.blk.5.ffn_down.output_max
    F32
    [1]
  • v.blk.5.ffn_down.output_min
    F32
    [1]
  • v.blk.5.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.5.ffn_gate.input_max
    F32
    [1]
  • v.blk.5.ffn_gate.input_min
    F32
    [1]
  • v.blk.5.ffn_gate.output_max
    F32
    [1]
  • v.blk.5.ffn_gate.output_min
    F32
    [1]
  • v.blk.5.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.5.ffn_post_norm.weight
    F32
    [768]
  • v.blk.5.ffn_up.input_max
    F32
    [1]
  • v.blk.5.ffn_up.input_min
    F32
    [1]
  • v.blk.5.ffn_up.output_max
    F32
    [1]
  • v.blk.5.ffn_up.output_min
    F32
    [1]
  • v.blk.5.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.5.ln1.weight
    F32
    [768]
  • v.blk.5.ln2.weight
    F32
    [768]
    • v.blk.6
  • v.blk.6.attn_k.input_max
    F32
    [1]
  • v.blk.6.attn_k.input_min
    F32
    [1]
  • v.blk.6.attn_k.output_max
    F32
    [1]
  • v.blk.6.attn_k.output_min
    F32
    [1]
  • v.blk.6.attn_k.weight
    F16
    [768, 768]
  • v.blk.6.attn_k_norm.weight
    F32
    [64]
  • v.blk.6.attn_out.input_max
    F32
    [1]
  • v.blk.6.attn_out.input_min
    F32
    [1]
  • v.blk.6.attn_out.output_max
    F32
    [1]
  • v.blk.6.attn_out.output_min
    F32
    [1]
  • v.blk.6.attn_out.weight
    F16
    [768, 768]
  • v.blk.6.attn_post_norm.weight
    F32
    [768]
  • v.blk.6.attn_q.input_max
    F32
    [1]
  • v.blk.6.attn_q.input_min
    F32
    [1]
  • v.blk.6.attn_q.output_max
    F32
    [1]
  • v.blk.6.attn_q.output_min
    F32
    [1]
  • v.blk.6.attn_q.weight
    F16
    [768, 768]
  • v.blk.6.attn_q_norm.weight
    F32
    [64]
  • v.blk.6.attn_v.input_max
    F32
    [1]
  • v.blk.6.attn_v.input_min
    F32
    [1]
  • v.blk.6.attn_v.output_max
    F32
    [1]
  • v.blk.6.attn_v.output_min
    F32
    [1]
  • v.blk.6.attn_v.weight
    F16
    [768, 768]
  • v.blk.6.ffn_down.input_max
    F32
    [1]
  • v.blk.6.ffn_down.input_min
    F32
    [1]
  • v.blk.6.ffn_down.output_max
    F32
    [1]
  • v.blk.6.ffn_down.output_min
    F32
    [1]
  • v.blk.6.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.6.ffn_gate.input_max
    F32
    [1]
  • v.blk.6.ffn_gate.input_min
    F32
    [1]
  • v.blk.6.ffn_gate.output_max
    F32
    [1]
  • v.blk.6.ffn_gate.output_min
    F32
    [1]
  • v.blk.6.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.6.ffn_post_norm.weight
    F32
    [768]
  • v.blk.6.ffn_up.input_max
    F32
    [1]
  • v.blk.6.ffn_up.input_min
    F32
    [1]
  • v.blk.6.ffn_up.output_max
    F32
    [1]
  • v.blk.6.ffn_up.output_min
    F32
    [1]
  • v.blk.6.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.6.ln1.weight
    F32
    [768]
  • v.blk.6.ln2.weight
    F32
    [768]
    • v.blk.7
  • v.blk.7.attn_k.input_max
    F32
    [1]
  • v.blk.7.attn_k.input_min
    F32
    [1]
  • v.blk.7.attn_k.output_max
    F32
    [1]
  • v.blk.7.attn_k.output_min
    F32
    [1]
  • v.blk.7.attn_k.weight
    F16
    [768, 768]
  • v.blk.7.attn_k_norm.weight
    F32
    [64]
  • v.blk.7.attn_out.input_max
    F32
    [1]
  • v.blk.7.attn_out.input_min
    F32
    [1]
  • v.blk.7.attn_out.output_max
    F32
    [1]
  • v.blk.7.attn_out.output_min
    F32
    [1]
  • v.blk.7.attn_out.weight
    F16
    [768, 768]
  • v.blk.7.attn_post_norm.weight
    F32
    [768]
  • v.blk.7.attn_q.input_max
    F32
    [1]
  • v.blk.7.attn_q.input_min
    F32
    [1]
  • v.blk.7.attn_q.output_max
    F32
    [1]
  • v.blk.7.attn_q.output_min
    F32
    [1]
  • v.blk.7.attn_q.weight
    F16
    [768, 768]
  • v.blk.7.attn_q_norm.weight
    F32
    [64]
  • v.blk.7.attn_v.input_max
    F32
    [1]
  • v.blk.7.attn_v.input_min
    F32
    [1]
  • v.blk.7.attn_v.output_max
    F32
    [1]
  • v.blk.7.attn_v.output_min
    F32
    [1]
  • v.blk.7.attn_v.weight
    F16
    [768, 768]
  • v.blk.7.ffn_down.input_max
    F32
    [1]
  • v.blk.7.ffn_down.input_min
    F32
    [1]
  • v.blk.7.ffn_down.output_max
    F32
    [1]
  • v.blk.7.ffn_down.output_min
    F32
    [1]
  • v.blk.7.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.7.ffn_gate.input_max
    F32
    [1]
  • v.blk.7.ffn_gate.input_min
    F32
    [1]
  • v.blk.7.ffn_gate.output_max
    F32
    [1]
  • v.blk.7.ffn_gate.output_min
    F32
    [1]
  • v.blk.7.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.7.ffn_post_norm.weight
    F32
    [768]
  • v.blk.7.ffn_up.input_max
    F32
    [1]
  • v.blk.7.ffn_up.input_min
    F32
    [1]
  • v.blk.7.ffn_up.output_max
    F32
    [1]
  • v.blk.7.ffn_up.output_min
    F32
    [1]
  • v.blk.7.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.7.ln1.weight
    F32
    [768]
  • v.blk.7.ln2.weight
    F32
    [768]
    • v.blk.8
  • v.blk.8.attn_k.input_max
    F32
    [1]
  • v.blk.8.attn_k.input_min
    F32
    [1]
  • v.blk.8.attn_k.output_max
    F32
    [1]
  • v.blk.8.attn_k.output_min
    F32
    [1]
  • v.blk.8.attn_k.weight
    F16
    [768, 768]
  • v.blk.8.attn_k_norm.weight
    F32
    [64]
  • v.blk.8.attn_out.input_max
    F32
    [1]
  • v.blk.8.attn_out.input_min
    F32
    [1]
  • v.blk.8.attn_out.output_max
    F32
    [1]
  • v.blk.8.attn_out.output_min
    F32
    [1]
  • v.blk.8.attn_out.weight
    F16
    [768, 768]
  • v.blk.8.attn_post_norm.weight
    F32
    [768]
  • v.blk.8.attn_q.input_max
    F32
    [1]
  • v.blk.8.attn_q.input_min
    F32
    [1]
  • v.blk.8.attn_q.output_max
    F32
    [1]
  • v.blk.8.attn_q.output_min
    F32
    [1]
  • v.blk.8.attn_q.weight
    F16
    [768, 768]
  • v.blk.8.attn_q_norm.weight
    F32
    [64]
  • v.blk.8.attn_v.input_max
    F32
    [1]
  • v.blk.8.attn_v.input_min
    F32
    [1]
  • v.blk.8.attn_v.output_max
    F32
    [1]
  • v.blk.8.attn_v.output_min
    F32
    [1]
  • v.blk.8.attn_v.weight
    F16
    [768, 768]
  • v.blk.8.ffn_down.input_max
    F32
    [1]
  • v.blk.8.ffn_down.input_min
    F32
    [1]
  • v.blk.8.ffn_down.output_max
    F32
    [1]
  • v.blk.8.ffn_down.output_min
    F32
    [1]
  • v.blk.8.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.8.ffn_gate.input_max
    F32
    [1]
  • v.blk.8.ffn_gate.input_min
    F32
    [1]
  • v.blk.8.ffn_gate.output_max
    F32
    [1]
  • v.blk.8.ffn_gate.output_min
    F32
    [1]
  • v.blk.8.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.8.ffn_post_norm.weight
    F32
    [768]
  • v.blk.8.ffn_up.input_max
    F32
    [1]
  • v.blk.8.ffn_up.input_min
    F32
    [1]
  • v.blk.8.ffn_up.output_max
    F32
    [1]
  • v.blk.8.ffn_up.output_min
    F32
    [1]
  • v.blk.8.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.8.ln1.weight
    F32
    [768]
  • v.blk.8.ln2.weight
    F32
    [768]
    • v.blk.9
  • v.blk.9.attn_k.input_max
    F32
    [1]
  • v.blk.9.attn_k.input_min
    F32
    [1]
  • v.blk.9.attn_k.output_max
    F32
    [1]
  • v.blk.9.attn_k.output_min
    F32
    [1]
  • v.blk.9.attn_k.weight
    F16
    [768, 768]
  • v.blk.9.attn_k_norm.weight
    F32
    [64]
  • v.blk.9.attn_out.input_max
    F32
    [1]
  • v.blk.9.attn_out.input_min
    F32
    [1]
  • v.blk.9.attn_out.output_max
    F32
    [1]
  • v.blk.9.attn_out.output_min
    F32
    [1]
  • v.blk.9.attn_out.weight
    F16
    [768, 768]
  • v.blk.9.attn_post_norm.weight
    F32
    [768]
  • v.blk.9.attn_q.input_max
    F32
    [1]
  • v.blk.9.attn_q.input_min
    F32
    [1]
  • v.blk.9.attn_q.output_max
    F32
    [1]
  • v.blk.9.attn_q.output_min
    F32
    [1]
  • v.blk.9.attn_q.weight
    F16
    [768, 768]
  • v.blk.9.attn_q_norm.weight
    F32
    [64]
  • v.blk.9.attn_v.input_max
    F32
    [1]
  • v.blk.9.attn_v.input_min
    F32
    [1]
  • v.blk.9.attn_v.output_max
    F32
    [1]
  • v.blk.9.attn_v.output_min
    F32
    [1]
  • v.blk.9.attn_v.weight
    F16
    [768, 768]
  • v.blk.9.ffn_down.input_max
    F32
    [1]
  • v.blk.9.ffn_down.input_min
    F32
    [1]
  • v.blk.9.ffn_down.output_max
    F32
    [1]
  • v.blk.9.ffn_down.output_min
    F32
    [1]
  • v.blk.9.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.9.ffn_gate.input_max
    F32
    [1]
  • v.blk.9.ffn_gate.input_min
    F32
    [1]
  • v.blk.9.ffn_gate.output_max
    F32
    [1]
  • v.blk.9.ffn_gate.output_min
    F32
    [1]
  • v.blk.9.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.9.ffn_post_norm.weight
    F32
    [768]
  • v.blk.9.ffn_up.input_max
    F32
    [1]
  • v.blk.9.ffn_up.input_min
    F32
    [1]
  • v.blk.9.ffn_up.output_max
    F32
    [1]
  • v.blk.9.ffn_up.output_min
    F32
    [1]
  • v.blk.9.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.9.ln1.weight
    F32
    [768]
  • v.blk.9.ln2.weight
    F32
    [768]
    • v.blk.10
  • v.blk.10.attn_k.input_max
    F32
    [1]
  • v.blk.10.attn_k.input_min
    F32
    [1]
  • v.blk.10.attn_k.output_max
    F32
    [1]
  • v.blk.10.attn_k.output_min
    F32
    [1]
  • v.blk.10.attn_k.weight
    F16
    [768, 768]
  • v.blk.10.attn_k_norm.weight
    F32
    [64]
  • v.blk.10.attn_out.input_max
    F32
    [1]
  • v.blk.10.attn_out.input_min
    F32
    [1]
  • v.blk.10.attn_out.output_max
    F32
    [1]
  • v.blk.10.attn_out.output_min
    F32
    [1]
  • v.blk.10.attn_out.weight
    F16
    [768, 768]
  • v.blk.10.attn_post_norm.weight
    F32
    [768]
  • v.blk.10.attn_q.input_max
    F32
    [1]
  • v.blk.10.attn_q.input_min
    F32
    [1]
  • v.blk.10.attn_q.output_max
    F32
    [1]
  • v.blk.10.attn_q.output_min
    F32
    [1]
  • v.blk.10.attn_q.weight
    F16
    [768, 768]
  • v.blk.10.attn_q_norm.weight
    F32
    [64]
  • v.blk.10.attn_v.input_max
    F32
    [1]
  • v.blk.10.attn_v.input_min
    F32
    [1]
  • v.blk.10.attn_v.output_max
    F32
    [1]
  • v.blk.10.attn_v.output_min
    F32
    [1]
  • v.blk.10.attn_v.weight
    F16
    [768, 768]
  • v.blk.10.ffn_down.input_max
    F32
    [1]
  • v.blk.10.ffn_down.input_min
    F32
    [1]
  • v.blk.10.ffn_down.output_max
    F32
    [1]
  • v.blk.10.ffn_down.output_min
    F32
    [1]
  • v.blk.10.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.10.ffn_gate.input_max
    F32
    [1]
  • v.blk.10.ffn_gate.input_min
    F32
    [1]
  • v.blk.10.ffn_gate.output_max
    F32
    [1]
  • v.blk.10.ffn_gate.output_min
    F32
    [1]
  • v.blk.10.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.10.ffn_post_norm.weight
    F32
    [768]
  • v.blk.10.ffn_up.input_max
    F32
    [1]
  • v.blk.10.ffn_up.input_min
    F32
    [1]
  • v.blk.10.ffn_up.output_max
    F32
    [1]
  • v.blk.10.ffn_up.output_min
    F32
    [1]
  • v.blk.10.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.10.ln1.weight
    F32
    [768]
  • v.blk.10.ln2.weight
    F32
    [768]
    • v.blk.11
  • v.blk.11.attn_k.input_max
    F32
    [1]
  • v.blk.11.attn_k.input_min
    F32
    [1]
  • v.blk.11.attn_k.output_max
    F32
    [1]
  • v.blk.11.attn_k.output_min
    F32
    [1]
  • v.blk.11.attn_k.weight
    F16
    [768, 768]
  • v.blk.11.attn_k_norm.weight
    F32
    [64]
  • v.blk.11.attn_out.input_max
    F32
    [1]
  • v.blk.11.attn_out.input_min
    F32
    [1]
  • v.blk.11.attn_out.output_max
    F32
    [1]
  • v.blk.11.attn_out.output_min
    F32
    [1]
  • v.blk.11.attn_out.weight
    F16
    [768, 768]
  • v.blk.11.attn_post_norm.weight
    F32
    [768]
  • v.blk.11.attn_q.input_max
    F32
    [1]
  • v.blk.11.attn_q.input_min
    F32
    [1]
  • v.blk.11.attn_q.output_max
    F32
    [1]
  • v.blk.11.attn_q.output_min
    F32
    [1]
  • v.blk.11.attn_q.weight
    F16
    [768, 768]
  • v.blk.11.attn_q_norm.weight
    F32
    [64]
  • v.blk.11.attn_v.input_max
    F32
    [1]
  • v.blk.11.attn_v.input_min
    F32
    [1]
  • v.blk.11.attn_v.output_max
    F32
    [1]
  • v.blk.11.attn_v.output_min
    F32
    [1]
  • v.blk.11.attn_v.weight
    F16
    [768, 768]
  • v.blk.11.ffn_down.input_max
    F32
    [1]
  • v.blk.11.ffn_down.input_min
    F32
    [1]
  • v.blk.11.ffn_down.output_max
    F32
    [1]
  • v.blk.11.ffn_down.output_min
    F32
    [1]
  • v.blk.11.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.11.ffn_gate.input_max
    F32
    [1]
  • v.blk.11.ffn_gate.input_min
    F32
    [1]
  • v.blk.11.ffn_gate.output_max
    F32
    [1]
  • v.blk.11.ffn_gate.output_min
    F32
    [1]
  • v.blk.11.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.11.ffn_post_norm.weight
    F32
    [768]
  • v.blk.11.ffn_up.input_max
    F32
    [1]
  • v.blk.11.ffn_up.input_min
    F32
    [1]
  • v.blk.11.ffn_up.output_max
    F32
    [1]
  • v.blk.11.ffn_up.output_min
    F32
    [1]
  • v.blk.11.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.11.ln1.weight
    F32
    [768]
  • v.blk.11.ln2.weight
    F32
    [768]
    • v.blk.12
  • v.blk.12.attn_k.input_max
    F32
    [1]
  • v.blk.12.attn_k.input_min
    F32
    [1]
  • v.blk.12.attn_k.output_max
    F32
    [1]
  • v.blk.12.attn_k.output_min
    F32
    [1]
  • v.blk.12.attn_k.weight
    F16
    [768, 768]
  • v.blk.12.attn_k_norm.weight
    F32
    [64]
  • v.blk.12.attn_out.input_max
    F32
    [1]
  • v.blk.12.attn_out.input_min
    F32
    [1]
  • v.blk.12.attn_out.output_max
    F32
    [1]
  • v.blk.12.attn_out.output_min
    F32
    [1]
  • v.blk.12.attn_out.weight
    F16
    [768, 768]
  • v.blk.12.attn_post_norm.weight
    F32
    [768]
  • v.blk.12.attn_q.input_max
    F32
    [1]
  • v.blk.12.attn_q.input_min
    F32
    [1]
  • v.blk.12.attn_q.output_max
    F32
    [1]
  • v.blk.12.attn_q.output_min
    F32
    [1]
  • v.blk.12.attn_q.weight
    F16
    [768, 768]
  • v.blk.12.attn_q_norm.weight
    F32
    [64]
  • v.blk.12.attn_v.input_max
    F32
    [1]
  • v.blk.12.attn_v.input_min
    F32
    [1]
  • v.blk.12.attn_v.output_max
    F32
    [1]
  • v.blk.12.attn_v.output_min
    F32
    [1]
  • v.blk.12.attn_v.weight
    F16
    [768, 768]
  • v.blk.12.ffn_down.input_max
    F32
    [1]
  • v.blk.12.ffn_down.input_min
    F32
    [1]
  • v.blk.12.ffn_down.output_max
    F32
    [1]
  • v.blk.12.ffn_down.output_min
    F32
    [1]
  • v.blk.12.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.12.ffn_gate.input_max
    F32
    [1]
  • v.blk.12.ffn_gate.input_min
    F32
    [1]
  • v.blk.12.ffn_gate.output_max
    F32
    [1]
  • v.blk.12.ffn_gate.output_min
    F32
    [1]
  • v.blk.12.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.12.ffn_post_norm.weight
    F32
    [768]
  • v.blk.12.ffn_up.input_max
    F32
    [1]
  • v.blk.12.ffn_up.input_min
    F32
    [1]
  • v.blk.12.ffn_up.output_max
    F32
    [1]
  • v.blk.12.ffn_up.output_min
    F32
    [1]
  • v.blk.12.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.12.ln1.weight
    F32
    [768]
  • v.blk.12.ln2.weight
    F32
    [768]
    • v.blk.13
  • v.blk.13.attn_k.input_max
    F32
    [1]
  • v.blk.13.attn_k.input_min
    F32
    [1]
  • v.blk.13.attn_k.output_max
    F32
    [1]
  • v.blk.13.attn_k.output_min
    F32
    [1]
  • v.blk.13.attn_k.weight
    F16
    [768, 768]
  • v.blk.13.attn_k_norm.weight
    F32
    [64]
  • v.blk.13.attn_out.input_max
    F32
    [1]
  • v.blk.13.attn_out.input_min
    F32
    [1]
  • v.blk.13.attn_out.output_max
    F32
    [1]
  • v.blk.13.attn_out.output_min
    F32
    [1]
  • v.blk.13.attn_out.weight
    F16
    [768, 768]
  • v.blk.13.attn_post_norm.weight
    F32
    [768]
  • v.blk.13.attn_q.input_max
    F32
    [1]
  • v.blk.13.attn_q.input_min
    F32
    [1]
  • v.blk.13.attn_q.output_max
    F32
    [1]
  • v.blk.13.attn_q.output_min
    F32
    [1]
  • v.blk.13.attn_q.weight
    F16
    [768, 768]
  • v.blk.13.attn_q_norm.weight
    F32
    [64]
  • v.blk.13.attn_v.input_max
    F32
    [1]
  • v.blk.13.attn_v.input_min
    F32
    [1]
  • v.blk.13.attn_v.output_max
    F32
    [1]
  • v.blk.13.attn_v.output_min
    F32
    [1]
  • v.blk.13.attn_v.weight
    F16
    [768, 768]
  • v.blk.13.ffn_down.input_max
    F32
    [1]
  • v.blk.13.ffn_down.input_min
    F32
    [1]
  • v.blk.13.ffn_down.output_max
    F32
    [1]
  • v.blk.13.ffn_down.output_min
    F32
    [1]
  • v.blk.13.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.13.ffn_gate.input_max
    F32
    [1]
  • v.blk.13.ffn_gate.input_min
    F32
    [1]
  • v.blk.13.ffn_gate.output_max
    F32
    [1]
  • v.blk.13.ffn_gate.output_min
    F32
    [1]
  • v.blk.13.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.13.ffn_post_norm.weight
    F32
    [768]
  • v.blk.13.ffn_up.input_max
    F32
    [1]
  • v.blk.13.ffn_up.input_min
    F32
    [1]
  • v.blk.13.ffn_up.output_max
    F32
    [1]
  • v.blk.13.ffn_up.output_min
    F32
    [1]
  • v.blk.13.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.13.ln1.weight
    F32
    [768]
  • v.blk.13.ln2.weight
    F32
    [768]
    • v.blk.14
  • v.blk.14.attn_k.input_max
    F32
    [1]
  • v.blk.14.attn_k.input_min
    F32
    [1]
  • v.blk.14.attn_k.output_max
    F32
    [1]
  • v.blk.14.attn_k.output_min
    F32
    [1]
  • v.blk.14.attn_k.weight
    F16
    [768, 768]
  • v.blk.14.attn_k_norm.weight
    F32
    [64]
  • v.blk.14.attn_out.input_max
    F32
    [1]
  • v.blk.14.attn_out.input_min
    F32
    [1]
  • v.blk.14.attn_out.output_max
    F32
    [1]
  • v.blk.14.attn_out.output_min
    F32
    [1]
  • v.blk.14.attn_out.weight
    F16
    [768, 768]
  • v.blk.14.attn_post_norm.weight
    F32
    [768]
  • v.blk.14.attn_q.input_max
    F32
    [1]
  • v.blk.14.attn_q.input_min
    F32
    [1]
  • v.blk.14.attn_q.output_max
    F32
    [1]
  • v.blk.14.attn_q.output_min
    F32
    [1]
  • v.blk.14.attn_q.weight
    F16
    [768, 768]
  • v.blk.14.attn_q_norm.weight
    F32
    [64]
  • v.blk.14.attn_v.input_max
    F32
    [1]
  • v.blk.14.attn_v.input_min
    F32
    [1]
  • v.blk.14.attn_v.output_max
    F32
    [1]
  • v.blk.14.attn_v.output_min
    F32
    [1]
  • v.blk.14.attn_v.weight
    F16
    [768, 768]
  • v.blk.14.ffn_down.input_max
    F32
    [1]
  • v.blk.14.ffn_down.input_min
    F32
    [1]
  • v.blk.14.ffn_down.output_max
    F32
    [1]
  • v.blk.14.ffn_down.output_min
    F32
    [1]
  • v.blk.14.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.14.ffn_gate.input_max
    F32
    [1]
  • v.blk.14.ffn_gate.input_min
    F32
    [1]
  • v.blk.14.ffn_gate.output_max
    F32
    [1]
  • v.blk.14.ffn_gate.output_min
    F32
    [1]
  • v.blk.14.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.14.ffn_post_norm.weight
    F32
    [768]
  • v.blk.14.ffn_up.input_max
    F32
    [1]
  • v.blk.14.ffn_up.input_min
    F32
    [1]
  • v.blk.14.ffn_up.output_max
    F32
    [1]
  • v.blk.14.ffn_up.output_min
    F32
    [1]
  • v.blk.14.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.14.ln1.weight
    F32
    [768]
  • v.blk.14.ln2.weight
    F32
    [768]
    • v.blk.15
  • v.blk.15.attn_k.input_max
    F32
    [1]
  • v.blk.15.attn_k.input_min
    F32
    [1]
  • v.blk.15.attn_k.output_max
    F32
    [1]
  • v.blk.15.attn_k.output_min
    F32
    [1]
  • v.blk.15.attn_k.weight
    F16
    [768, 768]
  • v.blk.15.attn_k_norm.weight
    F32
    [64]
  • v.blk.15.attn_out.input_max
    F32
    [1]
  • v.blk.15.attn_out.input_min
    F32
    [1]
  • v.blk.15.attn_out.output_max
    F32
    [1]
  • v.blk.15.attn_out.output_min
    F32
    [1]
  • v.blk.15.attn_out.weight
    F16
    [768, 768]
  • v.blk.15.attn_post_norm.weight
    F32
    [768]
  • v.blk.15.attn_q.input_max
    F32
    [1]
  • v.blk.15.attn_q.input_min
    F32
    [1]
  • v.blk.15.attn_q.output_max
    F32
    [1]
  • v.blk.15.attn_q.output_min
    F32
    [1]
  • v.blk.15.attn_q.weight
    F16
    [768, 768]
  • v.blk.15.attn_q_norm.weight
    F32
    [64]
  • v.blk.15.attn_v.input_max
    F32
    [1]
  • v.blk.15.attn_v.input_min
    F32
    [1]
  • v.blk.15.attn_v.output_max
    F32
    [1]
  • v.blk.15.attn_v.output_min
    F32
    [1]
  • v.blk.15.attn_v.weight
    F16
    [768, 768]
  • v.blk.15.ffn_down.input_max
    F32
    [1]
  • v.blk.15.ffn_down.input_min
    F32
    [1]
  • v.blk.15.ffn_down.output_max
    F32
    [1]
  • v.blk.15.ffn_down.output_min
    F32
    [1]
  • v.blk.15.ffn_down.weight
    F16
    [3072, 768]
  • v.blk.15.ffn_gate.input_max
    F32
    [1]
  • v.blk.15.ffn_gate.input_min
    F32
    [1]
  • v.blk.15.ffn_gate.output_max
    F32
    [1]
  • v.blk.15.ffn_gate.output_min
    F32
    [1]
  • v.blk.15.ffn_gate.weight
    F16
    [768, 3072]
  • v.blk.15.ffn_post_norm.weight
    F32
    [768]
  • v.blk.15.ffn_up.input_max
    F32
    [1]
  • v.blk.15.ffn_up.input_min
    F32
    [1]
  • v.blk.15.ffn_up.output_max
    F32
    [1]
  • v.blk.15.ffn_up.output_min
    F32
    [1]
  • v.blk.15.ffn_up.weight
    F16
    [768, 3072]
  • v.blk.15.ln1.weight
    F32
    [768]
  • v.blk.15.ln2.weight
    F32
    [768]
  • v.patch_embd.weight
    F16
    [16, 16, 3, 768]
  • v.position_embd.weight
    F32
    [768, 10240, 2]
  • output_norm.weight
    F32
    [2560]