mannix / nous-hermes2-solar-10.7b

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

63 5 months ago

7 Tags
... /
model
423333f60be1 · 4.2GB
    Metadata
  • general.architecture
    llama
  • general.file_type
    23
  • general.name
    ..
  • general.quantization_version
    2
  • 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
  • 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
  • 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>, ...]
    • Tensor
  • Name
    Type
    Shape
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    (!unknown_type 21!)
    [4096, 4096]
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    (!unknown_type 22!)
    [4096, 4096]
  • blk.0.attn_v.weight
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    I32
    [14336, 4096]
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    I32
    [4096, 14336]
  • blk.0.ffn_norm.weight
    F32
    [4096]
  • blk.0.ffn_up.weight
    I32
    [4096, 14336]
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    [4096]
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    [4096, 4096]
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    [4096, 4096]
  • blk.1.attn_v.weight
    Q4_K
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    I32
    [14336, 4096]
  • blk.1.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.1.ffn_norm.weight
    F32
    [4096]
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    I32
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    • blk.2
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    F32
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  • blk.2.attn_v.weight
    Q4_K
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    I32
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  • blk.2.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.2.ffn_norm.weight
    F32
    [4096]
  • blk.2.ffn_up.weight
    I32
    [4096, 14336]
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    I32
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    I32
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    I32
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    I32
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  • blk.4.ffn_norm.weight
    F32
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    I32
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    I32
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    I32
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  • blk.5.ffn_norm.weight
    F32
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    I32
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    I32
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  • blk.6.ffn_gate.weight
    I32
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  • blk.6.ffn_norm.weight
    F32
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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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  • blk.8.ffn_gate.weight
    I32
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  • blk.8.ffn_norm.weight
    F32
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    I32
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    F32
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  • blk.9.attn_v.weight
    Q4_K
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    I32
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  • blk.9.ffn_gate.weight
    I32
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  • blk.9.ffn_norm.weight
    F32
    [4096]
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    I32
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    F32
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  • blk.10.attn_v.weight
    Q4_K
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  • blk.10.ffn_down.weight
    I32
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  • blk.10.ffn_gate.weight
    I32
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  • blk.10.ffn_norm.weight
    F32
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    I32
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    F32
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  • blk.11.attn_v.weight
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    I32
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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.12.ffn_norm.weight
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    I32
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    I32
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    I32
    [14336, 4096]
  • blk.26.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.26.ffn_norm.weight
    F32
    [4096]
  • blk.26.ffn_up.weight
    I32
    [4096, 14336]
    • blk.27
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    (!unknown_type 22!)
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  • blk.27.attn_norm.weight
    F32
    [4096]
  • blk.27.attn_output.weight
    (!unknown_type 21!)
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  • blk.27.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.27.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.27.ffn_down.weight
    I32
    [14336, 4096]
  • blk.27.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.27.ffn_norm.weight
    F32
    [4096]
  • blk.27.ffn_up.weight
    I32
    [4096, 14336]
    • blk.28
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    (!unknown_type 22!)
    [4096, 1024]
  • blk.28.attn_norm.weight
    F32
    [4096]
  • blk.28.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.28.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.28.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.28.ffn_down.weight
    I32
    [14336, 4096]
  • blk.28.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.28.ffn_norm.weight
    F32
    [4096]
  • blk.28.ffn_up.weight
    I32
    [4096, 14336]
    • blk.29
  • blk.29.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.29.attn_norm.weight
    F32
    [4096]
  • blk.29.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.29.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.29.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.29.ffn_down.weight
    I32
    [14336, 4096]
  • blk.29.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.29.ffn_norm.weight
    F32
    [4096]
  • blk.29.ffn_up.weight
    I32
    [4096, 14336]
    • blk.30
  • blk.30.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.30.attn_norm.weight
    F32
    [4096]
  • blk.30.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.30.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.30.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.30.ffn_down.weight
    I32
    [14336, 4096]
  • blk.30.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.30.ffn_norm.weight
    F32
    [4096]
  • blk.30.ffn_up.weight
    I32
    [4096, 14336]
    • blk.31
  • blk.31.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.31.attn_norm.weight
    F32
    [4096]
  • blk.31.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.31.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.31.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.31.ffn_down.weight
    I32
    [14336, 4096]
  • blk.31.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.31.ffn_norm.weight
    F32
    [4096]
  • blk.31.ffn_up.weight
    I32
    [4096, 14336]
    • blk.32
  • blk.32.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.32.attn_norm.weight
    F32
    [4096]
  • blk.32.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.32.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.32.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.32.ffn_down.weight
    I32
    [14336, 4096]
  • blk.32.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.32.ffn_norm.weight
    F32
    [4096]
  • blk.32.ffn_up.weight
    I32
    [4096, 14336]
    • blk.33
  • blk.33.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.33.attn_norm.weight
    F32
    [4096]
  • blk.33.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.33.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.33.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.33.ffn_down.weight
    I32
    [14336, 4096]
  • blk.33.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.33.ffn_norm.weight
    F32
    [4096]
  • blk.33.ffn_up.weight
    I32
    [4096, 14336]
    • blk.34
  • blk.34.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.34.attn_norm.weight
    F32
    [4096]
  • blk.34.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.34.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.34.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.34.ffn_down.weight
    I32
    [14336, 4096]
  • blk.34.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.34.ffn_norm.weight
    F32
    [4096]
  • blk.34.ffn_up.weight
    I32
    [4096, 14336]
    • blk.35
  • blk.35.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.35.attn_norm.weight
    F32
    [4096]
  • blk.35.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.35.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.35.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.35.ffn_down.weight
    I32
    [14336, 4096]
  • blk.35.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.35.ffn_norm.weight
    F32
    [4096]
  • blk.35.ffn_up.weight
    I32
    [4096, 14336]
    • blk.36
  • blk.36.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.36.attn_norm.weight
    F32
    [4096]
  • blk.36.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.36.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.36.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.36.ffn_down.weight
    I32
    [14336, 4096]
  • blk.36.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.36.ffn_norm.weight
    F32
    [4096]
  • blk.36.ffn_up.weight
    I32
    [4096, 14336]
    • blk.37
  • blk.37.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.37.attn_norm.weight
    F32
    [4096]
  • blk.37.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.37.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.37.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.37.ffn_down.weight
    I32
    [14336, 4096]
  • blk.37.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.37.ffn_norm.weight
    F32
    [4096]
  • blk.37.ffn_up.weight
    I32
    [4096, 14336]
    • blk.38
  • blk.38.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.38.attn_norm.weight
    F32
    [4096]
  • blk.38.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.38.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.38.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.38.ffn_down.weight
    I32
    [14336, 4096]
  • blk.38.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.38.ffn_norm.weight
    F32
    [4096]
  • blk.38.ffn_up.weight
    I32
    [4096, 14336]
    • blk.39
  • blk.39.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.39.attn_norm.weight
    F32
    [4096]
  • blk.39.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.39.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.39.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.39.ffn_down.weight
    I32
    [14336, 4096]
  • blk.39.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.39.ffn_norm.weight
    F32
    [4096]
  • blk.39.ffn_up.weight
    I32
    [4096, 14336]
    • blk.40
  • blk.40.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.40.attn_norm.weight
    F32
    [4096]
  • blk.40.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.40.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.40.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.40.ffn_down.weight
    I32
    [14336, 4096]
  • blk.40.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.40.ffn_norm.weight
    F32
    [4096]
  • blk.40.ffn_up.weight
    I32
    [4096, 14336]
    • blk.41
  • blk.41.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.41.attn_norm.weight
    F32
    [4096]
  • blk.41.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.41.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.41.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.41.ffn_down.weight
    I32
    [14336, 4096]
  • blk.41.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.41.ffn_norm.weight
    F32
    [4096]
  • blk.41.ffn_up.weight
    I32
    [4096, 14336]
    • blk.42
  • blk.42.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.42.attn_norm.weight
    F32
    [4096]
  • blk.42.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.42.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.42.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.42.ffn_down.weight
    I32
    [14336, 4096]
  • blk.42.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.42.ffn_norm.weight
    F32
    [4096]
  • blk.42.ffn_up.weight
    I32
    [4096, 14336]
    • blk.43
  • blk.43.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.43.attn_norm.weight
    F32
    [4096]
  • blk.43.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.43.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.43.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.43.ffn_down.weight
    I32
    [14336, 4096]
  • blk.43.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.43.ffn_norm.weight
    F32
    [4096]
  • blk.43.ffn_up.weight
    I32
    [4096, 14336]
    • blk.44
  • blk.44.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.44.attn_norm.weight
    F32
    [4096]
  • blk.44.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.44.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.44.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.44.ffn_down.weight
    I32
    [14336, 4096]
  • blk.44.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.44.ffn_norm.weight
    F32
    [4096]
  • blk.44.ffn_up.weight
    I32
    [4096, 14336]
    • blk.45
  • blk.45.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.45.attn_norm.weight
    F32
    [4096]
  • blk.45.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.45.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.45.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.45.ffn_down.weight
    I32
    [14336, 4096]
  • blk.45.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.45.ffn_norm.weight
    F32
    [4096]
  • blk.45.ffn_up.weight
    I32
    [4096, 14336]
    • blk.46
  • blk.46.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.46.attn_norm.weight
    F32
    [4096]
  • blk.46.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.46.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.46.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.46.ffn_down.weight
    I32
    [14336, 4096]
  • blk.46.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.46.ffn_norm.weight
    F32
    [4096]
  • blk.46.ffn_up.weight
    I32
    [4096, 14336]
    • blk.47
  • blk.47.attn_k.weight
    (!unknown_type 22!)
    [4096, 1024]
  • blk.47.attn_norm.weight
    F32
    [4096]
  • blk.47.attn_output.weight
    (!unknown_type 21!)
    [4096, 4096]
  • blk.47.attn_q.weight
    (!unknown_type 22!)
    [4096, 4096]
  • blk.47.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.47.ffn_down.weight
    I32
    [14336, 4096]
  • blk.47.ffn_gate.weight
    I32
    [4096, 14336]
  • blk.47.ffn_norm.weight
    F32
    [4096]
  • blk.47.ffn_up.weight
    I32
    [4096, 14336]
  • output.weight
    Q5_K
    [4096, 32002]
  • output_norm.weight
    F32
    [4096]