mannix / internlm2.5-20b

InternLM2.5 has open-sourced a 20 billion parameter base model and a chat model tailored for practical scenarios.

237 Pulls Updated 6 weeks ago

... /
model
4cc7a14a972d · 7.8GB
    Metadata
  • quantize.imatrix.chunks_count
    136
  • quantize.imatrix.dataset
    /shared/opt/work_models/_imatrix/calibration_datav3.txt
  • quantize.imatrix.entries_count
    336
  • quantize.imatrix.file
    imatrix.dat
  • general.architecture
    internlm2
  • general.file_type
    IQ3_XXS
  • internlm2.attention.head_count
    48
  • internlm2.attention.head_count_kv
    8
  • internlm2.attention.layer_norm_rms_epsilon
    1e-05
  • internlm2.block_count
    48
  • internlm2.context_length
    32768
  • internlm2.embedding_length
    6144
  • internlm2.feed_forward_length
    16384
  • internlm2.rope.freq_base
    5e+07
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_space_prefix
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    92542
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    2
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [-1000 -1000 -1000 0 0 ...]
  • tokenizer.ggml.token_type
    [3 3 3 6 6 ...]
  • tokenizer.ggml.tokens
    [<unk> <s> </s> <0x00> <0x01> ...]
    • Tensors
  • Name
    Type
    Shape
  • token_embd.weight
    (!unknown_type 21!)
    [6144 92544]
    • blk.0
  • blk.0.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.0.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.0.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.0.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.0.attn_norm.weight
    F32
    [6144]
  • blk.0.ffn_gate.weight
    I32
    [6144 16384]
  • blk.0.ffn_down.weight
    I32
    [16384 6144]
  • blk.0.ffn_up.weight
    I32
    [6144 16384]
  • blk.0.ffn_norm.weight
    F32
    [6144]
    • blk.1
  • blk.1.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.1.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.1.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.1.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.1.attn_norm.weight
    F32
    [6144]
  • blk.1.ffn_gate.weight
    I32
    [6144 16384]
  • blk.1.ffn_down.weight
    I32
    [16384 6144]
  • blk.1.ffn_up.weight
    I32
    [6144 16384]
  • blk.1.ffn_norm.weight
    F32
    [6144]
    • blk.2
  • blk.2.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.2.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.2.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.2.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.2.attn_norm.weight
    F32
    [6144]
  • blk.2.ffn_gate.weight
    I32
    [6144 16384]
  • blk.2.ffn_down.weight
    I32
    [16384 6144]
  • blk.2.ffn_up.weight
    I32
    [6144 16384]
  • blk.2.ffn_norm.weight
    F32
    [6144]
    • blk.3
  • blk.3.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.3.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.3.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.3.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.3.ffn_gate.weight
    I32
    [6144 16384]
  • blk.3.attn_norm.weight
    F32
    [6144]
  • blk.3.ffn_down.weight
    I32
    [16384 6144]
  • blk.3.ffn_up.weight
    I32
    [6144 16384]
  • blk.3.ffn_norm.weight
    F32
    [6144]
    • blk.4
  • blk.4.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.4.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.4.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.4.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.4.attn_norm.weight
    F32
    [6144]
  • blk.4.ffn_gate.weight
    I32
    [6144 16384]
  • blk.4.ffn_down.weight
    I32
    [16384 6144]
  • blk.4.ffn_up.weight
    I32
    [6144 16384]
  • blk.4.ffn_norm.weight
    F32
    [6144]
    • blk.5
  • blk.5.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.5.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.5.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.5.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.5.attn_norm.weight
    F32
    [6144]
  • blk.5.ffn_gate.weight
    I32
    [6144 16384]
  • blk.5.ffn_down.weight
    I32
    [16384 6144]
  • blk.5.ffn_up.weight
    I32
    [6144 16384]
  • blk.5.ffn_norm.weight
    F32
    [6144]
    • blk.6
  • blk.6.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.6.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.6.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.6.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.6.attn_norm.weight
    F32
    [6144]
  • blk.6.ffn_gate.weight
    I32
    [6144 16384]
  • blk.6.ffn_down.weight
    I32
    [16384 6144]
  • blk.6.ffn_up.weight
    I32
    [6144 16384]
  • blk.6.ffn_norm.weight
    F32
    [6144]
    • blk.7
  • blk.7.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.7.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.7.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.7.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.7.attn_norm.weight
    F32
    [6144]
  • blk.7.ffn_gate.weight
    I32
    [6144 16384]
  • blk.7.ffn_down.weight
    I32
    [16384 6144]
  • blk.7.ffn_up.weight
    I32
    [6144 16384]
  • blk.7.ffn_norm.weight
    F32
    [6144]
    • blk.8
  • blk.8.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.8.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.8.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.8.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.8.ffn_gate.weight
    I32
    [6144 16384]
  • blk.8.attn_norm.weight
    F32
    [6144]
  • blk.8.ffn_down.weight
    I32
    [16384 6144]
  • blk.8.ffn_up.weight
    I32
    [6144 16384]
  • blk.8.ffn_norm.weight
    F32
    [6144]
    • blk.9
  • blk.9.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.9.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.9.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.9.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.9.attn_norm.weight
    F32
    [6144]
  • blk.9.ffn_gate.weight
    I32
    [6144 16384]
  • blk.9.ffn_down.weight
    I32
    [16384 6144]
  • blk.9.ffn_up.weight
    I32
    [6144 16384]
  • blk.9.ffn_norm.weight
    F32
    [6144]
    • blk.10
  • blk.10.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.10.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.10.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.10.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.10.attn_norm.weight
    F32
    [6144]
  • blk.10.ffn_gate.weight
    I32
    [6144 16384]
  • blk.10.ffn_down.weight
    I32
    [16384 6144]
  • blk.10.ffn_up.weight
    I32
    [6144 16384]
  • blk.10.ffn_norm.weight
    F32
    [6144]
    • blk.11
  • blk.11.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.11.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.11.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.11.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.11.attn_norm.weight
    F32
    [6144]
  • blk.11.ffn_gate.weight
    I32
    [6144 16384]
  • blk.11.ffn_down.weight
    I32
    [16384 6144]
  • blk.11.ffn_up.weight
    I32
    [6144 16384]
  • blk.11.ffn_norm.weight
    F32
    [6144]
    • blk.12
  • blk.12.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.12.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.12.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.12.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.12.attn_norm.weight
    F32
    [6144]
  • blk.12.ffn_gate.weight
    I32
    [6144 16384]
  • blk.12.ffn_down.weight
    I32
    [16384 6144]
  • blk.12.ffn_up.weight
    I32
    [6144 16384]
  • blk.12.ffn_norm.weight
    F32
    [6144]
    • blk.13
  • blk.13.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.13.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.13.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.13.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.13.ffn_gate.weight
    I32
    [6144 16384]
  • blk.13.attn_norm.weight
    F32
    [6144]
  • blk.13.ffn_down.weight
    I32
    [16384 6144]
  • blk.13.ffn_up.weight
    I32
    [6144 16384]
  • blk.13.ffn_norm.weight
    F32
    [6144]
    • blk.14
  • blk.14.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.14.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.14.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.14.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.14.attn_norm.weight
    F32
    [6144]
  • blk.14.ffn_gate.weight
    I32
    [6144 16384]
  • blk.14.ffn_down.weight
    I32
    [16384 6144]
  • blk.14.ffn_up.weight
    I32
    [6144 16384]
  • blk.14.ffn_norm.weight
    F32
    [6144]
    • blk.15
  • blk.15.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.15.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.15.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.15.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.15.attn_norm.weight
    F32
    [6144]
  • blk.15.ffn_gate.weight
    I32
    [6144 16384]
  • blk.15.ffn_down.weight
    I32
    [16384 6144]
  • blk.15.ffn_up.weight
    I32
    [6144 16384]
  • blk.15.ffn_norm.weight
    F32
    [6144]
    • blk.16
  • blk.16.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.16.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.16.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.16.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.16.attn_norm.weight
    F32
    [6144]
  • blk.16.ffn_gate.weight
    I32
    [6144 16384]
  • blk.16.ffn_down.weight
    I32
    [16384 6144]
  • blk.16.ffn_up.weight
    I32
    [6144 16384]
  • blk.16.ffn_norm.weight
    F32
    [6144]
    • blk.17
  • blk.17.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.17.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.17.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.17.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.17.attn_norm.weight
    F32
    [6144]
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    I32
    [6144 16384]
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    I32
    [16384 6144]
  • blk.17.ffn_up.weight
    I32
    [6144 16384]
  • blk.17.ffn_norm.weight
    F32
    [6144]
    • blk.18
  • blk.18.attn_output.weight
    (!unknown_type 21!)
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  • blk.18.attn_q.weight
    (!unknown_type 22!)
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    (!unknown_type 22!)
    [6144 1024]
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    Q4_K
    [6144 1024]
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    I32
    [6144 16384]
  • blk.18.attn_norm.weight
    F32
    [6144]
  • blk.18.ffn_down.weight
    I32
    [16384 6144]
  • blk.18.ffn_up.weight
    I32
    [6144 16384]
  • blk.18.ffn_norm.weight
    F32
    [6144]
    • blk.19
  • blk.19.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.19.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.19.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.19.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.19.attn_norm.weight
    F32
    [6144]
  • blk.19.ffn_gate.weight
    I32
    [6144 16384]
  • blk.19.ffn_down.weight
    I32
    [16384 6144]
  • blk.19.ffn_up.weight
    I32
    [6144 16384]
  • blk.19.ffn_norm.weight
    F32
    [6144]
    • blk.20
  • blk.20.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.20.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.20.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.20.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.20.attn_norm.weight
    F32
    [6144]
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    I32
    [6144 16384]
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    I32
    [16384 6144]
  • blk.20.ffn_up.weight
    I32
    [6144 16384]
  • blk.20.ffn_norm.weight
    F32
    [6144]
    • blk.21
  • blk.21.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.21.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.21.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.21.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.21.attn_norm.weight
    F32
    [6144]
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    I32
    [6144 16384]
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    I32
    [16384 6144]
  • blk.21.ffn_up.weight
    I32
    [6144 16384]
  • blk.21.ffn_norm.weight
    F32
    [6144]
    • blk.22
  • blk.22.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.22.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.22.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
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    Q4_K
    [6144 1024]
  • blk.22.attn_norm.weight
    F32
    [6144]
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    I32
    [6144 16384]
  • blk.22.ffn_down.weight
    I32
    [16384 6144]
  • blk.22.ffn_up.weight
    I32
    [6144 16384]
  • blk.22.ffn_norm.weight
    F32
    [6144]
    • blk.23
  • blk.23.attn_output.weight
    (!unknown_type 21!)
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  • blk.23.attn_q.weight
    (!unknown_type 22!)
    [6144 6144]
  • blk.23.attn_k.weight
    (!unknown_type 22!)
    [6144 1024]
  • blk.23.attn_v.weight
    Q4_K
    [6144 1024]
  • blk.23.ffn_gate.weight
    I32
    [6144 16384]
  • blk.23.attn_norm.weight
    F32
    [6144]
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    I32
    [16384 6144]
  • blk.23.ffn_up.weight
    I32
    [6144 16384]
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    F32
    [6144]
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    (!unknown_type 22!)
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    Q4_K
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    F32
    [6144]
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    I32
    [6144 16384]
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    I32
    [16384 6144]
  • blk.24.ffn_up.weight
    I32
    [6144 16384]
  • blk.24.ffn_norm.weight
    F32
    [6144]
    • blk.25
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    (!unknown_type 22!)
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    Q4_K
    [6144 1024]
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    F32
    [6144]
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    I32
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    I32
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    I32
    [6144 16384]
  • blk.25.ffn_norm.weight
    F32
    [6144]
    • blk.26
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    (!unknown_type 22!)
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    Q4_K
    [6144 1024]
  • blk.26.attn_norm.weight
    F32
    [6144]
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    I32
    [6144 16384]
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    I32
    [16384 6144]
  • blk.26.ffn_up.weight
    I32
    [6144 16384]
  • blk.26.ffn_norm.weight
    F32
    [6144]
    • blk.27
  • blk.27.attn_output.weight
    (!unknown_type 21!)
    [6144 6144]
  • blk.27.attn_q.weight
    (!unknown_type 22!)
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    I32
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    I32
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    I32
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    I32
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    I32
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    (!unknown_type 21!)
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    I32
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    I32
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    (!unknown_type 21!)
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    F32
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    I32
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    I32
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    I32
    [6144 16384]
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    F32
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    (!unknown_type 21!)
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    I32
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    F32
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    I32
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    I32
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    F32
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    F32
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    I32
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    I32
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    I32
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    F32
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    (!unknown_type 21!)
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    I32
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    I32
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    I32
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    F32
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    (!unknown_type 21!)
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    F32
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    I32
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    I32
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    I32
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    F32
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    F32
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    I32
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    I32
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    I32
    [6144 16384]
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    F32
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    (!unknown_type 21!)
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    I32
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    F32
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    I32
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    I32
    [6144 16384]
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    F32
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    F32
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    I32
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    I32
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    I32
    [6144 16384]
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    F32
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    F32
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    I32
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    I32
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    I32
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    F32
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    I32
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    I32
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    I32
    [6144 16384]
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    F32
    [6144]
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    (!unknown_type 21!)
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    I32
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    I32
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    I32
    [6144 16384]
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    F32
    [6144]
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    I32
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    F32
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    I32
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    I32
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  • blk.43.ffn_norm.weight
    F32
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    (!unknown_type 21!)
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    F32
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    I32
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    I32
    [16384 6144]
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    I32
    [6144 16384]
  • blk.44.ffn_norm.weight
    F32
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    (!unknown_type 21!)
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    (!unknown_type 22!)
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    (!unknown_type 22!)
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    F32
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    I32
    [6144 16384]
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    I32
    [16384 6144]
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    I32
    [6144 16384]
  • blk.45.ffn_norm.weight
    F32
    [6144]
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    (!unknown_type 21!)
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    F32
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    I32
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    I32
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    I32
    [6144 16384]
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    F32
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    (!unknown_type 21!)
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    F32
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    I32
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    I32
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    I32
    [6144 16384]
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    F32
    [6144]
  • output_norm.weight
    F32
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