mannix/
nous-hermes2-solar-10.7b:iq3_xxs

96 1 year ago

The powerful Solar based model by Nous Research that excels at scientific discussion and coding tasks.

... /
model
423333f60be1 · 4.2GB
    Metadata
  • general.architecture
    llama
  • general.file_type
    IQ3_XXS
  • llama.attention.head_count
    32
  • llama.attention.head_count_kv
    8
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    48
  • llama.context_length
    4096
  • llama.embedding_length
    4096
  • llama.feed_forward_length
    14336
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    10000
  • llama.vocab_size
    32002
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    32000
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [0, 0, 0, 0, 0, ...]
  • tokenizer.ggml.token_type
    [2, 3, 3, 6, 6, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, <0x00>, <0x01>, ...]
  • quantize.imatrix.chunks_count
    200
  • quantize.imatrix.dataset
    /shared/opt/work_models/_imatrix/groups_merged.txt
  • quantize.imatrix.entries_count
    336
  • quantize.imatrix.file
    imatrix.dat
    • Tensor
  • token_embd.weight
    IQ3_S
    [4096, 32002]
    • blk.0
  • blk.0.attn_k.weight
    IQ2_S
    [4096, 1024]
  • blk.0.attn_norm.weight
    F32
    [4096]
  • blk.0.attn_output.weight
    IQ3_S
    [4096, 4096]
  • blk.0.attn_q.weight
    IQ2_S
    [4096, 4096]
  • blk.0.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.0.ffn_down.weight
    IQ3_XXS
    [14336, 4096]
  • blk.0.ffn_gate.weight
    IQ3_XXS
    [4096, 14336]
  • blk.0.ffn_norm.weight
    F32
    [4096]
  • blk.0.ffn_up.weight
    IQ3_XXS
    [4096, 14336]
    • blk.1
  • blk.1.attn_k.weight
    IQ2_S
    [4096, 1024]
  • blk.1.attn_norm.weight
    F32
    [4096]
  • blk.1.attn_output.weight
    IQ3_S
    [4096, 4096]
  • blk.1.attn_q.weight
    IQ2_S
    [4096, 4096]
  • blk.1.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.1.ffn_down.weight
    IQ3_XXS
    [14336, 4096]
  • blk.1.ffn_gate.weight
    IQ3_XXS
    [4096, 14336]
  • blk.1.ffn_norm.weight
    F32
    [4096]
  • blk.1.ffn_up.weight
    IQ3_XXS
    [4096, 14336]
    • blk.2
  • blk.2.attn_k.weight
    IQ2_S
    [4096, 1024]
  • blk.2.attn_norm.weight
    F32
    [4096]
  • blk.2.attn_output.weight
    IQ3_S
    [4096, 4096]
  • blk.2.attn_q.weight
    IQ2_S
    [4096, 4096]
  • blk.2.attn_v.weight
    Q4_K
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  • blk.2.ffn_down.weight
    IQ3_XXS
    [14336, 4096]
  • blk.2.ffn_gate.weight
    IQ3_XXS
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  • blk.2.ffn_norm.weight
    F32
    [4096]
  • blk.2.ffn_up.weight
    IQ3_XXS
    [4096, 14336]
    • blk.3
  • blk.3.attn_k.weight
    IQ2_S
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  • blk.3.attn_norm.weight
    F32
    [4096]
  • blk.3.attn_output.weight
    IQ3_S
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  • blk.3.attn_q.weight
    IQ2_S
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  • blk.3.attn_v.weight
    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.3.ffn_norm.weight
    F32
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  • blk.3.ffn_up.weight
    IQ3_XXS
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    • blk.4
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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  • blk.4.attn_v.weight
    Q4_K
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    IQ3_XXS
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  • blk.4.ffn_gate.weight
    IQ3_XXS
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  • blk.4.ffn_norm.weight
    F32
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  • blk.4.ffn_up.weight
    IQ3_XXS
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    • blk.5
  • blk.5.attn_k.weight
    IQ2_S
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  • blk.5.attn_norm.weight
    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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  • blk.5.ffn_gate.weight
    IQ3_XXS
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  • blk.5.ffn_norm.weight
    F32
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  • blk.5.ffn_up.weight
    IQ3_XXS
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    • blk.6
  • blk.6.attn_k.weight
    IQ2_S
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  • blk.6.attn_norm.weight
    F32
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    IQ3_S
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    IQ3_XXS
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  • blk.6.ffn_gate.weight
    IQ3_XXS
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  • blk.6.ffn_norm.weight
    F32
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    IQ3_XXS
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    • blk.7
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    IQ2_S
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    F32
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    IQ3_S
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    • blk.8
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    F32
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    IQ3_S
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    IQ2_S
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    IQ3_XXS
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    IQ3_XXS
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  • blk.8.ffn_norm.weight
    F32
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    IQ3_XXS
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    • blk.9
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    IQ3_S
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    F32
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    IQ3_XXS
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    • blk.10
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    IQ2_S
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    F32
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    IQ3_S
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    F32
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    IQ3_XXS
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    • blk.11
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    IQ2_S
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    • blk.12
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    IQ3_S
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    IQ2_S
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    IQ3_XXS
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    • blk.13
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    IQ2_S
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    • blk.14
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    IQ2_S
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    • blk.15
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    IQ3_XXS
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    IQ3_XXS
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    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    IQ3_XXS
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    IQ3_XXS
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  • blk.27.ffn_norm.weight
    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.28.ffn_norm.weight
    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.29.ffn_norm.weight
    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.30.ffn_norm.weight
    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.31.ffn_norm.weight
    F32
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    IQ3_XXS
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    • blk.32
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    IQ2_S
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  • blk.32.attn_norm.weight
    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.32.ffn_norm.weight
    F32
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    IQ3_XXS
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    • blk.33
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    IQ2_S
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  • blk.33.attn_norm.weight
    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.33.ffn_norm.weight
    F32
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    IQ3_XXS
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    • blk.34
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    IQ2_S
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  • blk.34.attn_norm.weight
    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.34.ffn_norm.weight
    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.35.ffn_norm.weight
    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.36.ffn_norm.weight
    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.37.ffn_norm.weight
    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    IQ3_XXS
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    IQ3_XXS
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    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    IQ3_XXS
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    IQ3_XXS
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    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    IQ3_XXS
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    IQ3_XXS
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    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    IQ3_XXS
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    IQ3_XXS
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    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    IQ3_XXS
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    IQ3_XXS
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    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    IQ3_XXS
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    IQ3_XXS
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    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.45.ffn_norm.weight
    F32
    [4096]
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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  • blk.46.ffn_norm.weight
    F32
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    IQ3_XXS
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    IQ2_S
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    F32
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    IQ3_S
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    IQ2_S
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    Q4_K
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    IQ3_XXS
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    IQ3_XXS
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    F32
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    IQ3_XXS
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    Q5_K
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    F32
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