qwen

Qwen 1.5 is a series of large language models by Alibaba Cloud spanning from 0.5B to 110B parameters

0.5b 1.8b 4b 7b 14b 32b 72b 110b

4.1M 6 months ago

379 Tags
... /
model
29be460c906d · 2.6GB
    Metadata
  • general.architecture
    qwen2
  • general.file_type
    3
  • general.name
    Qwen2-beta-4B-Chat
  • general.quantization_version
    2
  • qwen2.attention.head_count
    20
  • qwen2.attention.head_count_kv
    20
  • qwen2.attention.layer_norm_rms_epsilon
    1e-06
  • qwen2.block_count
    40
  • qwen2.context_length
    32768
  • qwen2.embedding_length
    2560
  • qwen2.feed_forward_length
    6912
  • qwen2.use_parallel_residual
    true
  • tokenizer.ggml.bos_token_id
    151643
  • tokenizer.ggml.eos_token_id
    151643
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    151643
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    Q4_1
    [2560, 151936]
    • blk.0
  • blk.0.attn_k.bias
    F32
    [2560]
  • blk.0.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.0.attn_norm.weight
    F32
    [2560]
  • blk.0.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.0.attn_q.bias
    F32
    [2560]
  • blk.0.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.0.attn_v.bias
    F32
    [2560]
  • blk.0.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.0.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.0.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.0.ffn_norm.weight
    F32
    [2560]
  • blk.0.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.1
  • blk.1.attn_k.bias
    F32
    [2560]
  • blk.1.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.1.attn_norm.weight
    F32
    [2560]
  • blk.1.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.1.attn_q.bias
    F32
    [2560]
  • blk.1.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.1.attn_v.bias
    F32
    [2560]
  • blk.1.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.1.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.1.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.1.ffn_norm.weight
    F32
    [2560]
  • blk.1.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.2
  • blk.2.attn_k.bias
    F32
    [2560]
  • blk.2.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.2.attn_norm.weight
    F32
    [2560]
  • blk.2.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.2.attn_q.bias
    F32
    [2560]
  • blk.2.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.2.attn_v.bias
    F32
    [2560]
  • blk.2.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.2.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.2.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.2.ffn_norm.weight
    F32
    [2560]
  • blk.2.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.3
  • blk.3.attn_k.bias
    F32
    [2560]
  • blk.3.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.3.attn_norm.weight
    F32
    [2560]
  • blk.3.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.3.attn_q.bias
    F32
    [2560]
  • blk.3.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.3.attn_v.bias
    F32
    [2560]
  • blk.3.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.3.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.3.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.3.ffn_norm.weight
    F32
    [2560]
  • blk.3.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.4
  • blk.4.attn_k.bias
    F32
    [2560]
  • blk.4.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.4.attn_norm.weight
    F32
    [2560]
  • blk.4.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.4.attn_q.bias
    F32
    [2560]
  • blk.4.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.4.attn_v.bias
    F32
    [2560]
  • blk.4.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.4.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.4.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.4.ffn_norm.weight
    F32
    [2560]
  • blk.4.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.5
  • blk.5.attn_k.bias
    F32
    [2560]
  • blk.5.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.5.attn_norm.weight
    F32
    [2560]
  • blk.5.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.5.attn_q.bias
    F32
    [2560]
  • blk.5.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.5.attn_v.bias
    F32
    [2560]
  • blk.5.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.5.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.5.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.5.ffn_norm.weight
    F32
    [2560]
  • blk.5.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.6
  • blk.6.attn_k.bias
    F32
    [2560]
  • blk.6.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.6.attn_norm.weight
    F32
    [2560]
  • blk.6.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.6.attn_q.bias
    F32
    [2560]
  • blk.6.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.6.attn_v.bias
    F32
    [2560]
  • blk.6.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.6.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.6.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.6.ffn_norm.weight
    F32
    [2560]
  • blk.6.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.7
  • blk.7.attn_k.bias
    F32
    [2560]
  • blk.7.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.7.attn_norm.weight
    F32
    [2560]
  • blk.7.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.7.attn_q.bias
    F32
    [2560]
  • blk.7.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.7.attn_v.bias
    F32
    [2560]
  • blk.7.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.7.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.7.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.7.ffn_norm.weight
    F32
    [2560]
  • blk.7.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.8
  • blk.8.attn_k.bias
    F32
    [2560]
  • blk.8.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.8.attn_norm.weight
    F32
    [2560]
  • blk.8.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.8.attn_q.bias
    F32
    [2560]
  • blk.8.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.8.attn_v.bias
    F32
    [2560]
  • blk.8.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.8.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.8.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.8.ffn_norm.weight
    F32
    [2560]
  • blk.8.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.9
  • blk.9.attn_k.bias
    F32
    [2560]
  • blk.9.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.9.attn_norm.weight
    F32
    [2560]
  • blk.9.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.9.attn_q.bias
    F32
    [2560]
  • blk.9.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.9.attn_v.bias
    F32
    [2560]
  • blk.9.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.9.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.9.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.9.ffn_norm.weight
    F32
    [2560]
  • blk.9.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.10
  • blk.10.attn_k.bias
    F32
    [2560]
  • blk.10.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.10.attn_norm.weight
    F32
    [2560]
  • blk.10.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.10.attn_q.bias
    F32
    [2560]
  • blk.10.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.10.attn_v.bias
    F32
    [2560]
  • blk.10.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.10.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.10.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.10.ffn_norm.weight
    F32
    [2560]
  • blk.10.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.11
  • blk.11.attn_k.bias
    F32
    [2560]
  • blk.11.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.11.attn_norm.weight
    F32
    [2560]
  • blk.11.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.11.attn_q.bias
    F32
    [2560]
  • blk.11.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.11.attn_v.bias
    F32
    [2560]
  • blk.11.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.11.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.11.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.11.ffn_norm.weight
    F32
    [2560]
  • blk.11.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.12
  • blk.12.attn_k.bias
    F32
    [2560]
  • blk.12.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.12.attn_norm.weight
    F32
    [2560]
  • blk.12.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.12.attn_q.bias
    F32
    [2560]
  • blk.12.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.12.attn_v.bias
    F32
    [2560]
  • blk.12.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.12.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.12.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.12.ffn_norm.weight
    F32
    [2560]
  • blk.12.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.13
  • blk.13.attn_k.bias
    F32
    [2560]
  • blk.13.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.13.attn_norm.weight
    F32
    [2560]
  • blk.13.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.13.attn_q.bias
    F32
    [2560]
  • blk.13.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.13.attn_v.bias
    F32
    [2560]
  • blk.13.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.13.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.13.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.13.ffn_norm.weight
    F32
    [2560]
  • blk.13.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.14
  • blk.14.attn_k.bias
    F32
    [2560]
  • blk.14.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.14.attn_norm.weight
    F32
    [2560]
  • blk.14.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.14.attn_q.bias
    F32
    [2560]
  • blk.14.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.14.attn_v.bias
    F32
    [2560]
  • blk.14.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.14.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.14.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.14.ffn_norm.weight
    F32
    [2560]
  • blk.14.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.15
  • blk.15.attn_k.bias
    F32
    [2560]
  • blk.15.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.15.attn_norm.weight
    F32
    [2560]
  • blk.15.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.15.attn_q.bias
    F32
    [2560]
  • blk.15.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.15.attn_v.bias
    F32
    [2560]
  • blk.15.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.15.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.15.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.15.ffn_norm.weight
    F32
    [2560]
  • blk.15.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.16
  • blk.16.attn_k.bias
    F32
    [2560]
  • blk.16.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.16.attn_norm.weight
    F32
    [2560]
  • blk.16.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.16.attn_q.bias
    F32
    [2560]
  • blk.16.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.16.attn_v.bias
    F32
    [2560]
  • blk.16.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.16.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.16.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.16.ffn_norm.weight
    F32
    [2560]
  • blk.16.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.17
  • blk.17.attn_k.bias
    F32
    [2560]
  • blk.17.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.17.attn_norm.weight
    F32
    [2560]
  • blk.17.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.17.attn_q.bias
    F32
    [2560]
  • blk.17.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.17.attn_v.bias
    F32
    [2560]
  • blk.17.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.17.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.17.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.17.ffn_norm.weight
    F32
    [2560]
  • blk.17.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.18
  • blk.18.attn_k.bias
    F32
    [2560]
  • blk.18.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.18.attn_norm.weight
    F32
    [2560]
  • blk.18.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.18.attn_q.bias
    F32
    [2560]
  • blk.18.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.18.attn_v.bias
    F32
    [2560]
  • blk.18.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.18.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.18.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.18.ffn_norm.weight
    F32
    [2560]
  • blk.18.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.19
  • blk.19.attn_k.bias
    F32
    [2560]
  • blk.19.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.19.attn_norm.weight
    F32
    [2560]
  • blk.19.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.19.attn_q.bias
    F32
    [2560]
  • blk.19.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.19.attn_v.bias
    F32
    [2560]
  • blk.19.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.19.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.19.ffn_gate.weight
    Q4_1
    [2560, 6912]
  • blk.19.ffn_norm.weight
    F32
    [2560]
  • blk.19.ffn_up.weight
    Q4_1
    [2560, 6912]
    • blk.20
  • blk.20.attn_k.bias
    F32
    [2560]
  • blk.20.attn_k.weight
    Q4_1
    [2560, 2560]
  • blk.20.attn_norm.weight
    F32
    [2560]
  • blk.20.attn_output.weight
    Q4_1
    [2560, 2560]
  • blk.20.attn_q.bias
    F32
    [2560]
  • blk.20.attn_q.weight
    Q4_1
    [2560, 2560]
  • blk.20.attn_v.bias
    F32
    [2560]
  • blk.20.attn_v.weight
    Q4_1
    [2560, 2560]
  • blk.20.ffn_down.weight
    Q4_1
    [6912, 2560]
  • blk.20.ffn_gate.weight
    Q4_1
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    F32
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    F32
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    Q4_1
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    F32
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    F32
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    F32
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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  • blk.28.attn_k.bias
    F32
    [2560]
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
    [2560]
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    Q4_1
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  • blk.29.attn_k.bias
    F32
    [2560]
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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  • blk.30.attn_k.bias
    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
    [2560, 2560]
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    F32
    [2560]
  • blk.33.attn_q.weight
    Q4_1
    [2560, 2560]
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    F32
    [2560]
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    Q4_1
    [2560, 2560]
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
    [2560, 6912]
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  • blk.35.attn_k.bias
    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
    [2560, 2560]
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
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    Q4_1
    [2560, 2560]
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    F32
    [2560]
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    Q4_1
    [2560, 2560]
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    F32
    [2560]
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    Q4_1
    [2560, 2560]
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    Q4_1
    [6912, 2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
    [2560, 6912]
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    F32
    [2560]
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
    [2560]
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    Q4_1
    [2560, 6912]
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  • blk.38.attn_k.bias
    F32
    [2560]
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    Q4_1
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    F32
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    F32
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    F32
    [2560]
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    Q4_1
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    F32
    [2560]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
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