yinw1590/ gemma4-e2b-text:latest

117 yesterday

tools
... /
model
f3504b387ee0 · 3.1GB
    Metadata
  • general.architecture
    gemma4
  • general.file_type
    Q4_K_M
  • gemma4.attention.head_count
    8
  • gemma4.attention.head_count_kv
    1
  • gemma4.attention.key_length
    512
  • gemma4.attention.key_length_swa
    256
  • gemma4.attention.layer_norm_rms_epsilon
    1e-06
  • gemma4.attention.shared_kv_layers
    20
  • gemma4.attention.sliding_window
    512
  • gemma4.attention.sliding_window_pattern
    [true, true, true, true, false, ...]
  • gemma4.attention.value_length
    512
  • gemma4.attention.value_length_swa
    256
  • gemma4.block_count
    35
  • gemma4.context_length
    131072
  • gemma4.embedding_length
    1536
  • gemma4.embedding_length_per_layer_input
    256
  • gemma4.feed_forward_length
    [6144, 6144, 6144, 6144, 6144, ...]
  • 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
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_space_prefix
    false
  • tokenizer.ggml.bos_token_id
    2
  • tokenizer.ggml.eos_token_id
    106
  • tokenizer.ggml.mask_token_id
    4
  • tokenizer.ggml.merges
    [ , ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁ ▁, , , ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁ ▁▁, ...]
  • tokenizer.ggml.model
    gemma4
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.scores
    [-1000, -1000, -1000, -1000, -1000, ...]
  • tokenizer.ggml.token_type
    [3, 1, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<pad>, <eos>, <bos>, <unk>, <mask>, ...]
  • tokenizer.ggml.unknown_token_id
    3
  • quantize.imatrix.chunks_count
    141
  • quantize.imatrix.dataset
    unsloth_calibration_gemma-4-E2B-it.txt
  • quantize.imatrix.entries_count
    275
  • quantize.imatrix.file
    gemma-4-E2B-it-GGUF/imatrix_unsloth.gguf
    • Tensor
  • token_embd.weight
    Q4_K
    [1536, 262144]
    • blk.0
  • blk.0.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.0.attn_k_norm.weight
    F32
    [256]
  • blk.0.attn_norm.weight
    F32
    [1536]
  • blk.0.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.0.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.0.attn_q_norm.weight
    F32
    [256]
  • blk.0.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.0.ffn_down.weight
    Q6_K
    [6144, 1536]
  • blk.0.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.0.ffn_norm.weight
    F32
    [1536]
  • blk.0.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.0.inp_gate.weight
    F32
    [1536, 256]
  • blk.0.layer_output_scale.weight
    F32
    [1]
  • blk.0.post_attention_norm.weight
    F32
    [1536]
  • blk.0.post_ffw_norm.weight
    F32
    [1536]
  • blk.0.post_norm.weight
    F32
    [1536]
  • blk.0.proj.weight
    F32
    [256, 1536]
    • blk.1
  • blk.1.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.1.attn_k_norm.weight
    F32
    [256]
  • blk.1.attn_norm.weight
    F32
    [1536]
  • blk.1.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.1.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.1.attn_q_norm.weight
    F32
    [256]
  • blk.1.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.1.ffn_down.weight
    Q6_K
    [6144, 1536]
  • blk.1.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.1.ffn_norm.weight
    F32
    [1536]
  • blk.1.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.1.inp_gate.weight
    F32
    [1536, 256]
  • blk.1.layer_output_scale.weight
    F32
    [1]
  • blk.1.post_attention_norm.weight
    F32
    [1536]
  • blk.1.post_ffw_norm.weight
    F32
    [1536]
  • blk.1.post_norm.weight
    F32
    [1536]
  • blk.1.proj.weight
    F32
    [256, 1536]
    • blk.2
  • blk.2.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.2.attn_k_norm.weight
    F32
    [256]
  • blk.2.attn_norm.weight
    F32
    [1536]
  • blk.2.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.2.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.2.attn_q_norm.weight
    F32
    [256]
  • blk.2.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.2.ffn_down.weight
    Q6_K
    [6144, 1536]
  • blk.2.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.2.ffn_norm.weight
    F32
    [1536]
  • blk.2.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.2.inp_gate.weight
    F32
    [1536, 256]
  • blk.2.layer_output_scale.weight
    F32
    [1]
  • blk.2.post_attention_norm.weight
    F32
    [1536]
  • blk.2.post_ffw_norm.weight
    F32
    [1536]
  • blk.2.post_norm.weight
    F32
    [1536]
  • blk.2.proj.weight
    F32
    [256, 1536]
    • blk.3
  • blk.3.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.3.attn_k_norm.weight
    F32
    [256]
  • blk.3.attn_norm.weight
    F32
    [1536]
  • blk.3.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.3.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.3.attn_q_norm.weight
    F32
    [256]
  • blk.3.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.3.ffn_down.weight
    Q6_K
    [6144, 1536]
  • blk.3.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.3.ffn_norm.weight
    F32
    [1536]
  • blk.3.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.3.inp_gate.weight
    F32
    [1536, 256]
  • blk.3.layer_output_scale.weight
    F32
    [1]
  • blk.3.post_attention_norm.weight
    F32
    [1536]
  • blk.3.post_ffw_norm.weight
    F32
    [1536]
  • blk.3.post_norm.weight
    F32
    [1536]
  • blk.3.proj.weight
    F32
    [256, 1536]
    • blk.4
  • blk.4.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.4.attn_k_norm.weight
    F32
    [512]
  • blk.4.attn_norm.weight
    F32
    [1536]
  • blk.4.attn_output.weight
    Q4_K
    [4096, 1536]
  • blk.4.attn_q.weight
    Q4_K
    [1536, 4096]
  • blk.4.attn_q_norm.weight
    F32
    [512]
  • blk.4.attn_v.weight
    Q4_K
    [1536, 512]
  • blk.4.ffn_down.weight
    Q4_K
    [6144, 1536]
  • blk.4.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.4.ffn_norm.weight
    F32
    [1536]
  • blk.4.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.4.inp_gate.weight
    F32
    [1536, 256]
  • blk.4.layer_output_scale.weight
    F32
    [1]
  • blk.4.post_attention_norm.weight
    F32
    [1536]
  • blk.4.post_ffw_norm.weight
    F32
    [1536]
  • blk.4.post_norm.weight
    F32
    [1536]
  • blk.4.proj.weight
    F32
    [256, 1536]
    • blk.5
  • blk.5.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.5.attn_k_norm.weight
    F32
    [256]
  • blk.5.attn_norm.weight
    F32
    [1536]
  • blk.5.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.5.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.5.attn_q_norm.weight
    F32
    [256]
  • blk.5.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.5.ffn_down.weight
    Q4_K
    [6144, 1536]
  • blk.5.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.5.ffn_norm.weight
    F32
    [1536]
  • blk.5.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.5.inp_gate.weight
    F32
    [1536, 256]
  • blk.5.layer_output_scale.weight
    F32
    [1]
  • blk.5.post_attention_norm.weight
    F32
    [1536]
  • blk.5.post_ffw_norm.weight
    F32
    [1536]
  • blk.5.post_norm.weight
    F32
    [1536]
  • blk.5.proj.weight
    F32
    [256, 1536]
    • blk.6
  • blk.6.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.6.attn_k_norm.weight
    F32
    [256]
  • blk.6.attn_norm.weight
    F32
    [1536]
  • blk.6.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.6.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.6.attn_q_norm.weight
    F32
    [256]
  • blk.6.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.6.ffn_down.weight
    Q6_K
    [6144, 1536]
  • blk.6.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.6.ffn_norm.weight
    F32
    [1536]
  • blk.6.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.6.inp_gate.weight
    F32
    [1536, 256]
  • blk.6.layer_output_scale.weight
    F32
    [1]
  • blk.6.post_attention_norm.weight
    F32
    [1536]
  • blk.6.post_ffw_norm.weight
    F32
    [1536]
  • blk.6.post_norm.weight
    F32
    [1536]
  • blk.6.proj.weight
    F32
    [256, 1536]
    • blk.7
  • blk.7.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.7.attn_k_norm.weight
    F32
    [256]
  • blk.7.attn_norm.weight
    F32
    [1536]
  • blk.7.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.7.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.7.attn_q_norm.weight
    F32
    [256]
  • blk.7.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.7.ffn_down.weight
    Q4_K
    [6144, 1536]
  • blk.7.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.7.ffn_norm.weight
    F32
    [1536]
  • blk.7.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.7.inp_gate.weight
    F32
    [1536, 256]
  • blk.7.layer_output_scale.weight
    F32
    [1]
  • blk.7.post_attention_norm.weight
    F32
    [1536]
  • blk.7.post_ffw_norm.weight
    F32
    [1536]
  • blk.7.post_norm.weight
    F32
    [1536]
  • blk.7.proj.weight
    F32
    [256, 1536]
    • blk.8
  • blk.8.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.8.attn_k_norm.weight
    F32
    [256]
  • blk.8.attn_norm.weight
    F32
    [1536]
  • blk.8.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.8.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.8.attn_q_norm.weight
    F32
    [256]
  • blk.8.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.8.ffn_down.weight
    Q4_K
    [6144, 1536]
  • blk.8.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.8.ffn_norm.weight
    F32
    [1536]
  • blk.8.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.8.inp_gate.weight
    F32
    [1536, 256]
  • blk.8.layer_output_scale.weight
    F32
    [1]
  • blk.8.post_attention_norm.weight
    F32
    [1536]
  • blk.8.post_ffw_norm.weight
    F32
    [1536]
  • blk.8.post_norm.weight
    F32
    [1536]
  • blk.8.proj.weight
    F32
    [256, 1536]
    • blk.9
  • blk.9.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.9.attn_k_norm.weight
    F32
    [512]
  • blk.9.attn_norm.weight
    F32
    [1536]
  • blk.9.attn_output.weight
    Q4_K
    [4096, 1536]
  • blk.9.attn_q.weight
    Q4_K
    [1536, 4096]
  • blk.9.attn_q_norm.weight
    F32
    [512]
  • blk.9.attn_v.weight
    Q6_K
    [1536, 512]
  • blk.9.ffn_down.weight
    Q6_K
    [6144, 1536]
  • blk.9.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.9.ffn_norm.weight
    F32
    [1536]
  • blk.9.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.9.inp_gate.weight
    F32
    [1536, 256]
  • blk.9.layer_output_scale.weight
    F32
    [1]
  • blk.9.post_attention_norm.weight
    F32
    [1536]
  • blk.9.post_ffw_norm.weight
    F32
    [1536]
  • blk.9.post_norm.weight
    F32
    [1536]
  • blk.9.proj.weight
    F32
    [256, 1536]
    • blk.10
  • blk.10.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.10.attn_k_norm.weight
    F32
    [256]
  • blk.10.attn_norm.weight
    F32
    [1536]
  • blk.10.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.10.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.10.attn_q_norm.weight
    F32
    [256]
  • blk.10.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.10.ffn_down.weight
    Q4_K
    [6144, 1536]
  • blk.10.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.10.ffn_norm.weight
    F32
    [1536]
  • blk.10.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.10.inp_gate.weight
    F32
    [1536, 256]
  • blk.10.layer_output_scale.weight
    F32
    [1]
  • blk.10.post_attention_norm.weight
    F32
    [1536]
  • blk.10.post_ffw_norm.weight
    F32
    [1536]
  • blk.10.post_norm.weight
    F32
    [1536]
  • blk.10.proj.weight
    F32
    [256, 1536]
    • blk.11
  • blk.11.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.11.attn_k_norm.weight
    F32
    [256]
  • blk.11.attn_norm.weight
    F32
    [1536]
  • blk.11.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.11.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.11.attn_q_norm.weight
    F32
    [256]
  • blk.11.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.11.ffn_down.weight
    Q4_K
    [6144, 1536]
  • blk.11.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.11.ffn_norm.weight
    F32
    [1536]
  • blk.11.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.11.inp_gate.weight
    F32
    [1536, 256]
  • blk.11.layer_output_scale.weight
    F32
    [1]
  • blk.11.post_attention_norm.weight
    F32
    [1536]
  • blk.11.post_ffw_norm.weight
    F32
    [1536]
  • blk.11.post_norm.weight
    F32
    [1536]
  • blk.11.proj.weight
    F32
    [256, 1536]
    • blk.12
  • blk.12.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.12.attn_k_norm.weight
    F32
    [256]
  • blk.12.attn_norm.weight
    F32
    [1536]
  • blk.12.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.12.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.12.attn_q_norm.weight
    F32
    [256]
  • blk.12.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.12.ffn_down.weight
    Q6_K
    [6144, 1536]
  • blk.12.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.12.ffn_norm.weight
    F32
    [1536]
  • blk.12.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.12.inp_gate.weight
    F32
    [1536, 256]
  • blk.12.layer_output_scale.weight
    F32
    [1]
  • blk.12.post_attention_norm.weight
    F32
    [1536]
  • blk.12.post_ffw_norm.weight
    F32
    [1536]
  • blk.12.post_norm.weight
    F32
    [1536]
  • blk.12.proj.weight
    F32
    [256, 1536]
    • blk.13
  • blk.13.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.13.attn_k_norm.weight
    F32
    [256]
  • blk.13.attn_norm.weight
    F32
    [1536]
  • blk.13.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.13.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.13.attn_q_norm.weight
    F32
    [256]
  • blk.13.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.13.ffn_down.weight
    Q4_K
    [6144, 1536]
  • blk.13.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.13.ffn_norm.weight
    F32
    [1536]
  • blk.13.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.13.inp_gate.weight
    F32
    [1536, 256]
  • blk.13.layer_output_scale.weight
    F32
    [1]
  • blk.13.post_attention_norm.weight
    F32
    [1536]
  • blk.13.post_ffw_norm.weight
    F32
    [1536]
  • blk.13.post_norm.weight
    F32
    [1536]
  • blk.13.proj.weight
    F32
    [256, 1536]
    • blk.14
  • blk.14.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.14.attn_k_norm.weight
    F32
    [512]
  • blk.14.attn_norm.weight
    F32
    [1536]
  • blk.14.attn_output.weight
    Q4_K
    [4096, 1536]
  • blk.14.attn_q.weight
    Q4_K
    [1536, 4096]
  • blk.14.attn_q_norm.weight
    F32
    [512]
  • blk.14.attn_v.weight
    Q4_K
    [1536, 512]
  • blk.14.ffn_down.weight
    Q4_K
    [6144, 1536]
  • blk.14.ffn_gate.weight
    Q4_K
    [1536, 6144]
  • blk.14.ffn_norm.weight
    F32
    [1536]
  • blk.14.ffn_up.weight
    Q4_K
    [1536, 6144]
  • blk.14.inp_gate.weight
    F32
    [1536, 256]
  • blk.14.layer_output_scale.weight
    F32
    [1]
  • blk.14.post_attention_norm.weight
    F32
    [1536]
  • blk.14.post_ffw_norm.weight
    F32
    [1536]
  • blk.14.post_norm.weight
    F32
    [1536]
  • blk.14.proj.weight
    F32
    [256, 1536]
    • blk.15
  • blk.15.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.15.attn_k_norm.weight
    F32
    [256]
  • blk.15.attn_norm.weight
    F32
    [1536]
  • blk.15.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.15.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.15.attn_q_norm.weight
    F32
    [256]
  • blk.15.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.15.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.15.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.15.ffn_norm.weight
    F32
    [1536]
  • blk.15.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.15.inp_gate.weight
    F32
    [1536, 256]
  • blk.15.layer_output_scale.weight
    F32
    [1]
  • blk.15.post_attention_norm.weight
    F32
    [1536]
  • blk.15.post_ffw_norm.weight
    F32
    [1536]
  • blk.15.post_norm.weight
    F32
    [1536]
  • blk.15.proj.weight
    F32
    [256, 1536]
    • blk.16
  • blk.16.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.16.attn_k_norm.weight
    F32
    [256]
  • blk.16.attn_norm.weight
    F32
    [1536]
  • blk.16.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.16.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.16.attn_q_norm.weight
    F32
    [256]
  • blk.16.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.16.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.16.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.16.ffn_norm.weight
    F32
    [1536]
  • blk.16.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.16.inp_gate.weight
    F32
    [1536, 256]
  • blk.16.layer_output_scale.weight
    F32
    [1]
  • blk.16.post_attention_norm.weight
    F32
    [1536]
  • blk.16.post_ffw_norm.weight
    F32
    [1536]
  • blk.16.post_norm.weight
    F32
    [1536]
  • blk.16.proj.weight
    F32
    [256, 1536]
    • blk.17
  • blk.17.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.17.attn_k_norm.weight
    F32
    [256]
  • blk.17.attn_norm.weight
    F32
    [1536]
  • blk.17.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.17.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.17.attn_q_norm.weight
    F32
    [256]
  • blk.17.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.17.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.17.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.17.ffn_norm.weight
    F32
    [1536]
  • blk.17.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.17.inp_gate.weight
    F32
    [1536, 256]
  • blk.17.layer_output_scale.weight
    F32
    [1]
  • blk.17.post_attention_norm.weight
    F32
    [1536]
  • blk.17.post_ffw_norm.weight
    F32
    [1536]
  • blk.17.post_norm.weight
    F32
    [1536]
  • blk.17.proj.weight
    F32
    [256, 1536]
    • blk.18
  • blk.18.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.18.attn_k_norm.weight
    F32
    [256]
  • blk.18.attn_norm.weight
    F32
    [1536]
  • blk.18.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.18.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.18.attn_q_norm.weight
    F32
    [256]
  • blk.18.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.18.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.18.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.18.ffn_norm.weight
    F32
    [1536]
  • blk.18.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.18.inp_gate.weight
    F32
    [1536, 256]
  • blk.18.layer_output_scale.weight
    F32
    [1]
  • blk.18.post_attention_norm.weight
    F32
    [1536]
  • blk.18.post_ffw_norm.weight
    F32
    [1536]
  • blk.18.post_norm.weight
    F32
    [1536]
  • blk.18.proj.weight
    F32
    [256, 1536]
    • blk.19
  • blk.19.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.19.attn_k_norm.weight
    F32
    [512]
  • blk.19.attn_norm.weight
    F32
    [1536]
  • blk.19.attn_output.weight
    Q4_K
    [4096, 1536]
  • blk.19.attn_q.weight
    Q4_K
    [1536, 4096]
  • blk.19.attn_q_norm.weight
    F32
    [512]
  • blk.19.attn_v.weight
    Q4_K
    [1536, 512]
  • blk.19.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.19.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.19.ffn_norm.weight
    F32
    [1536]
  • blk.19.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.19.inp_gate.weight
    F32
    [1536, 256]
  • blk.19.layer_output_scale.weight
    F32
    [1]
  • blk.19.post_attention_norm.weight
    F32
    [1536]
  • blk.19.post_ffw_norm.weight
    F32
    [1536]
  • blk.19.post_norm.weight
    F32
    [1536]
  • blk.19.proj.weight
    F32
    [256, 1536]
    • blk.20
  • blk.20.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.20.attn_k_norm.weight
    F32
    [256]
  • blk.20.attn_norm.weight
    F32
    [1536]
  • blk.20.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.20.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.20.attn_q_norm.weight
    F32
    [256]
  • blk.20.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.20.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.20.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.20.ffn_norm.weight
    F32
    [1536]
  • blk.20.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.20.inp_gate.weight
    F32
    [1536, 256]
  • blk.20.layer_output_scale.weight
    F32
    [1]
  • blk.20.post_attention_norm.weight
    F32
    [1536]
  • blk.20.post_ffw_norm.weight
    F32
    [1536]
  • blk.20.post_norm.weight
    F32
    [1536]
  • blk.20.proj.weight
    F32
    [256, 1536]
    • blk.21
  • blk.21.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.21.attn_k_norm.weight
    F32
    [256]
  • blk.21.attn_norm.weight
    F32
    [1536]
  • blk.21.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.21.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.21.attn_q_norm.weight
    F32
    [256]
  • blk.21.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.21.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.21.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.21.ffn_norm.weight
    F32
    [1536]
  • blk.21.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.21.inp_gate.weight
    F32
    [1536, 256]
  • blk.21.layer_output_scale.weight
    F32
    [1]
  • blk.21.post_attention_norm.weight
    F32
    [1536]
  • blk.21.post_ffw_norm.weight
    F32
    [1536]
  • blk.21.post_norm.weight
    F32
    [1536]
  • blk.21.proj.weight
    F32
    [256, 1536]
    • blk.22
  • blk.22.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.22.attn_k_norm.weight
    F32
    [256]
  • blk.22.attn_norm.weight
    F32
    [1536]
  • blk.22.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.22.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.22.attn_q_norm.weight
    F32
    [256]
  • blk.22.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.22.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.22.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.22.ffn_norm.weight
    F32
    [1536]
  • blk.22.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.22.inp_gate.weight
    F32
    [1536, 256]
  • blk.22.layer_output_scale.weight
    F32
    [1]
  • blk.22.post_attention_norm.weight
    F32
    [1536]
  • blk.22.post_ffw_norm.weight
    F32
    [1536]
  • blk.22.post_norm.weight
    F32
    [1536]
  • blk.22.proj.weight
    F32
    [256, 1536]
    • blk.23
  • blk.23.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.23.attn_k_norm.weight
    F32
    [256]
  • blk.23.attn_norm.weight
    F32
    [1536]
  • blk.23.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.23.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.23.attn_q_norm.weight
    F32
    [256]
  • blk.23.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.23.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.23.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.23.ffn_norm.weight
    F32
    [1536]
  • blk.23.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.23.inp_gate.weight
    F32
    [1536, 256]
  • blk.23.layer_output_scale.weight
    F32
    [1]
  • blk.23.post_attention_norm.weight
    F32
    [1536]
  • blk.23.post_ffw_norm.weight
    F32
    [1536]
  • blk.23.post_norm.weight
    F32
    [1536]
  • blk.23.proj.weight
    F32
    [256, 1536]
    • blk.24
  • blk.24.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.24.attn_k_norm.weight
    F32
    [512]
  • blk.24.attn_norm.weight
    F32
    [1536]
  • blk.24.attn_output.weight
    Q4_K
    [4096, 1536]
  • blk.24.attn_q.weight
    Q4_K
    [1536, 4096]
  • blk.24.attn_q_norm.weight
    F32
    [512]
  • blk.24.attn_v.weight
    Q6_K
    [1536, 512]
  • blk.24.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.24.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.24.ffn_norm.weight
    F32
    [1536]
  • blk.24.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.24.inp_gate.weight
    F32
    [1536, 256]
  • blk.24.layer_output_scale.weight
    F32
    [1]
  • blk.24.post_attention_norm.weight
    F32
    [1536]
  • blk.24.post_ffw_norm.weight
    F32
    [1536]
  • blk.24.post_norm.weight
    F32
    [1536]
  • blk.24.proj.weight
    F32
    [256, 1536]
    • blk.25
  • blk.25.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.25.attn_k_norm.weight
    F32
    [256]
  • blk.25.attn_norm.weight
    F32
    [1536]
  • blk.25.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.25.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.25.attn_q_norm.weight
    F32
    [256]
  • blk.25.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.25.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.25.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.25.ffn_norm.weight
    F32
    [1536]
  • blk.25.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.25.inp_gate.weight
    F32
    [1536, 256]
  • blk.25.layer_output_scale.weight
    F32
    [1]
  • blk.25.post_attention_norm.weight
    F32
    [1536]
  • blk.25.post_ffw_norm.weight
    F32
    [1536]
  • blk.25.post_norm.weight
    F32
    [1536]
  • blk.25.proj.weight
    F32
    [256, 1536]
    • blk.26
  • blk.26.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.26.attn_k_norm.weight
    F32
    [256]
  • blk.26.attn_norm.weight
    F32
    [1536]
  • blk.26.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.26.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.26.attn_q_norm.weight
    F32
    [256]
  • blk.26.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.26.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.26.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.26.ffn_norm.weight
    F32
    [1536]
  • blk.26.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.26.inp_gate.weight
    F32
    [1536, 256]
  • blk.26.layer_output_scale.weight
    F32
    [1]
  • blk.26.post_attention_norm.weight
    F32
    [1536]
  • blk.26.post_ffw_norm.weight
    F32
    [1536]
  • blk.26.post_norm.weight
    F32
    [1536]
  • blk.26.proj.weight
    F32
    [256, 1536]
    • blk.27
  • blk.27.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.27.attn_k_norm.weight
    F32
    [256]
  • blk.27.attn_norm.weight
    F32
    [1536]
  • blk.27.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.27.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.27.attn_q_norm.weight
    F32
    [256]
  • blk.27.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.27.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.27.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.27.ffn_norm.weight
    F32
    [1536]
  • blk.27.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.27.inp_gate.weight
    F32
    [1536, 256]
  • blk.27.layer_output_scale.weight
    F32
    [1]
  • blk.27.post_attention_norm.weight
    F32
    [1536]
  • blk.27.post_ffw_norm.weight
    F32
    [1536]
  • blk.27.post_norm.weight
    F32
    [1536]
  • blk.27.proj.weight
    F32
    [256, 1536]
    • blk.28
  • blk.28.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.28.attn_k_norm.weight
    F32
    [256]
  • blk.28.attn_norm.weight
    F32
    [1536]
  • blk.28.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.28.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.28.attn_q_norm.weight
    F32
    [256]
  • blk.28.attn_v.weight
    Q4_K
    [1536, 256]
  • blk.28.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.28.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.28.ffn_norm.weight
    F32
    [1536]
  • blk.28.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.28.inp_gate.weight
    F32
    [1536, 256]
  • blk.28.layer_output_scale.weight
    F32
    [1]
  • blk.28.post_attention_norm.weight
    F32
    [1536]
  • blk.28.post_ffw_norm.weight
    F32
    [1536]
  • blk.28.post_norm.weight
    F32
    [1536]
  • blk.28.proj.weight
    F32
    [256, 1536]
    • blk.29
  • blk.29.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.29.attn_k_norm.weight
    F32
    [512]
  • blk.29.attn_norm.weight
    F32
    [1536]
  • blk.29.attn_output.weight
    Q4_K
    [4096, 1536]
  • blk.29.attn_q.weight
    Q4_K
    [1536, 4096]
  • blk.29.attn_q_norm.weight
    F32
    [512]
  • blk.29.attn_v.weight
    Q4_K
    [1536, 512]
  • blk.29.ffn_down.weight
    Q4_K
    [12288, 1536]
  • blk.29.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.29.ffn_norm.weight
    F32
    [1536]
  • blk.29.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.29.inp_gate.weight
    F32
    [1536, 256]
  • blk.29.layer_output_scale.weight
    F32
    [1]
  • blk.29.post_attention_norm.weight
    F32
    [1536]
  • blk.29.post_ffw_norm.weight
    F32
    [1536]
  • blk.29.post_norm.weight
    F32
    [1536]
  • blk.29.proj.weight
    F32
    [256, 1536]
    • blk.30
  • blk.30.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.30.attn_k_norm.weight
    F32
    [256]
  • blk.30.attn_norm.weight
    F32
    [1536]
  • blk.30.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.30.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.30.attn_q_norm.weight
    F32
    [256]
  • blk.30.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.30.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.30.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.30.ffn_norm.weight
    F32
    [1536]
  • blk.30.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.30.inp_gate.weight
    F32
    [1536, 256]
  • blk.30.layer_output_scale.weight
    F32
    [1]
  • blk.30.post_attention_norm.weight
    F32
    [1536]
  • blk.30.post_ffw_norm.weight
    F32
    [1536]
  • blk.30.post_norm.weight
    F32
    [1536]
  • blk.30.proj.weight
    F32
    [256, 1536]
    • blk.31
  • blk.31.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.31.attn_k_norm.weight
    F32
    [256]
  • blk.31.attn_norm.weight
    F32
    [1536]
  • blk.31.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.31.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.31.attn_q_norm.weight
    F32
    [256]
  • blk.31.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.31.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.31.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.31.ffn_norm.weight
    F32
    [1536]
  • blk.31.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.31.inp_gate.weight
    F32
    [1536, 256]
  • blk.31.layer_output_scale.weight
    F32
    [1]
  • blk.31.post_attention_norm.weight
    F32
    [1536]
  • blk.31.post_ffw_norm.weight
    F32
    [1536]
  • blk.31.post_norm.weight
    F32
    [1536]
  • blk.31.proj.weight
    F32
    [256, 1536]
    • blk.32
  • blk.32.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.32.attn_k_norm.weight
    F32
    [256]
  • blk.32.attn_norm.weight
    F32
    [1536]
  • blk.32.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.32.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.32.attn_q_norm.weight
    F32
    [256]
  • blk.32.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.32.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.32.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.32.ffn_norm.weight
    F32
    [1536]
  • blk.32.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.32.inp_gate.weight
    F32
    [1536, 256]
  • blk.32.layer_output_scale.weight
    F32
    [1]
  • blk.32.post_attention_norm.weight
    F32
    [1536]
  • blk.32.post_ffw_norm.weight
    F32
    [1536]
  • blk.32.post_norm.weight
    F32
    [1536]
  • blk.32.proj.weight
    F32
    [256, 1536]
    • blk.33
  • blk.33.attn_k.weight
    Q4_K
    [1536, 256]
  • blk.33.attn_k_norm.weight
    F32
    [256]
  • blk.33.attn_norm.weight
    F32
    [1536]
  • blk.33.attn_output.weight
    Q4_K
    [2048, 1536]
  • blk.33.attn_q.weight
    Q4_K
    [1536, 2048]
  • blk.33.attn_q_norm.weight
    F32
    [256]
  • blk.33.attn_v.weight
    Q6_K
    [1536, 256]
  • blk.33.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.33.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.33.ffn_norm.weight
    F32
    [1536]
  • blk.33.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.33.inp_gate.weight
    F32
    [1536, 256]
  • blk.33.layer_output_scale.weight
    F32
    [1]
  • blk.33.post_attention_norm.weight
    F32
    [1536]
  • blk.33.post_ffw_norm.weight
    F32
    [1536]
  • blk.33.post_norm.weight
    F32
    [1536]
  • blk.33.proj.weight
    F32
    [256, 1536]
    • blk.34
  • blk.34.attn_k.weight
    Q4_K
    [1536, 512]
  • blk.34.attn_k_norm.weight
    F32
    [512]
  • blk.34.attn_norm.weight
    F32
    [1536]
  • blk.34.attn_output.weight
    Q4_K
    [4096, 1536]
  • blk.34.attn_q.weight
    Q4_K
    [1536, 4096]
  • blk.34.attn_q_norm.weight
    F32
    [512]
  • blk.34.attn_v.weight
    Q6_K
    [1536, 512]
  • blk.34.ffn_down.weight
    Q6_K
    [12288, 1536]
  • blk.34.ffn_gate.weight
    Q4_K
    [1536, 12288]
  • blk.34.ffn_norm.weight
    F32
    [1536]
  • blk.34.ffn_up.weight
    Q4_K
    [1536, 12288]
  • blk.34.inp_gate.weight
    F32
    [1536, 256]
  • blk.34.layer_output_scale.weight
    F32
    [1]
  • blk.34.post_attention_norm.weight
    F32
    [1536]
  • blk.34.post_ffw_norm.weight
    F32
    [1536]
  • blk.34.post_norm.weight
    F32
    [1536]
  • blk.34.proj.weight
    F32
    [256, 1536]
  • per_layer_model_proj.weight
    BF16
    [1536, 8960]
  • per_layer_proj_norm.weight
    F32
    [256]
  • per_layer_token_embd.weight
    Q5_K
    [8960, 262144]
  • rope_freqs.weight
    F32
    [256]
  • output_norm.weight
    F32
    [1536]