mistral-nemo

A state-of-the-art 12B model with 128k context length, built by Mistral AI in collaboration with NVIDIA.

tools 12b

755.6K 4 months ago

17 Tags
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model
b559938ab7a0 · 7.1GB
    Metadata
  • general.architecture
    llama
  • general.basename
    Mistral-Nemo
  • general.file_type
    2
  • general.finetune
    Instruct
  • general.languages
    [en, fr, de, es, it, ...]
  • general.license
    apache-2.0
  • general.name
    Mistral Nemo Instruct 2407
  • general.quantization_version
    2
  • general.size_label
    12B
  • general.type
    model
  • general.version
    2407
  • llama.attention.head_count
    32
  • llama.attention.head_count_kv
    8
  • llama.attention.key_length
    128
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.attention.value_length
    128
  • llama.block_count
    40
  • llama.context_length
    1024000
  • llama.embedding_length
    5120
  • llama.feed_forward_length
    14336
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    1e+06
  • llama.vocab_size
    131072
  • 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
    2
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ t, e r, i n, Ġ ĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.pre
    tekken
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, [INST], [/INST], ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
  • Name
    Type
    Shape
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    Q4_0
    [5120, 131072]
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  • blk.0.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.0.attn_norm.weight
    F32
    [5120]
  • blk.0.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.0.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.0.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.0.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.0.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.0.ffn_norm.weight
    F32
    [5120]
  • blk.0.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.1
  • blk.1.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.1.attn_norm.weight
    F32
    [5120]
  • blk.1.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.1.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.1.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.1.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.1.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.1.ffn_norm.weight
    F32
    [5120]
  • blk.1.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.2
  • blk.2.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.2.attn_norm.weight
    F32
    [5120]
  • blk.2.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.2.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.2.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.2.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.2.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.2.ffn_norm.weight
    F32
    [5120]
  • blk.2.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.3
  • blk.3.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.3.attn_norm.weight
    F32
    [5120]
  • blk.3.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.3.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.3.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.3.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.3.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.3.ffn_norm.weight
    F32
    [5120]
  • blk.3.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.4
  • blk.4.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.4.attn_norm.weight
    F32
    [5120]
  • blk.4.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.4.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.4.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.4.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.4.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.4.ffn_norm.weight
    F32
    [5120]
  • blk.4.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.5
  • blk.5.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.5.attn_norm.weight
    F32
    [5120]
  • blk.5.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.5.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.5.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.5.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.5.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.5.ffn_norm.weight
    F32
    [5120]
  • blk.5.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.6
  • blk.6.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.6.attn_norm.weight
    F32
    [5120]
  • blk.6.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.6.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.6.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.6.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.6.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.6.ffn_norm.weight
    F32
    [5120]
  • blk.6.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.7
  • blk.7.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.7.attn_norm.weight
    F32
    [5120]
  • blk.7.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.7.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.7.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.7.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.7.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.7.ffn_norm.weight
    F32
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  • blk.7.ffn_up.weight
    Q4_0
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    • blk.8
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    Q4_0
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    F32
    [5120]
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    Q4_0
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  • blk.8.attn_q.weight
    Q4_0
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  • blk.8.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.8.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.8.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.8.ffn_norm.weight
    F32
    [5120]
  • blk.8.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.9
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    Q4_0
    [5120, 1024]
  • blk.9.attn_norm.weight
    F32
    [5120]
  • blk.9.attn_output.weight
    Q4_0
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  • blk.9.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.9.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.9.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.9.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.9.ffn_norm.weight
    F32
    [5120]
  • blk.9.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.10
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    Q4_0
    [5120, 1024]
  • blk.10.attn_norm.weight
    F32
    [5120]
  • blk.10.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.10.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.10.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.10.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.10.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.10.ffn_norm.weight
    F32
    [5120]
  • blk.10.ffn_up.weight
    Q4_0
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    • blk.11
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    Q4_0
    [5120, 1024]
  • blk.11.attn_norm.weight
    F32
    [5120]
  • blk.11.attn_output.weight
    Q4_0
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  • blk.11.attn_q.weight
    Q4_0
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  • blk.11.attn_v.weight
    Q4_0
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  • blk.11.ffn_down.weight
    Q4_0
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  • blk.11.ffn_gate.weight
    Q4_0
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  • blk.11.ffn_norm.weight
    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
    [5120, 1024]
  • blk.12.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.12.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.12.ffn_norm.weight
    F32
    [5120]
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.13.ffn_norm.weight
    F32
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    Q4_0
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    Q4_0
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  • blk.14.attn_norm.weight
    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.14.ffn_norm.weight
    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.15.ffn_down.weight
    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
    [5120, 1024]
  • blk.26.attn_norm.weight
    F32
    [5120]
  • blk.26.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.26.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.26.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.26.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.26.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.26.ffn_norm.weight
    F32
    [5120]
  • blk.26.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.27
  • blk.27.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.27.attn_norm.weight
    F32
    [5120]
  • blk.27.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.27.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.27.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.27.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.27.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.27.ffn_norm.weight
    F32
    [5120]
  • blk.27.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.28
  • blk.28.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.28.attn_norm.weight
    F32
    [5120]
  • blk.28.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.28.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.28.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.28.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.28.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.28.ffn_norm.weight
    F32
    [5120]
  • blk.28.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.29
  • blk.29.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.29.attn_norm.weight
    F32
    [5120]
  • blk.29.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.29.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.29.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.29.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.29.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.29.ffn_norm.weight
    F32
    [5120]
  • blk.29.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.30
  • blk.30.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.30.attn_norm.weight
    F32
    [5120]
  • blk.30.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.30.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.30.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.30.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.30.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.30.ffn_norm.weight
    F32
    [5120]
  • blk.30.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.31
  • blk.31.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.31.attn_norm.weight
    F32
    [5120]
  • blk.31.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.31.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.31.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.31.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.31.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.31.ffn_norm.weight
    F32
    [5120]
  • blk.31.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.32
  • blk.32.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.32.attn_norm.weight
    F32
    [5120]
  • blk.32.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.32.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.32.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.32.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.32.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.32.ffn_norm.weight
    F32
    [5120]
  • blk.32.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.33
  • blk.33.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.33.attn_norm.weight
    F32
    [5120]
  • blk.33.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.33.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.33.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.33.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.33.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.33.ffn_norm.weight
    F32
    [5120]
  • blk.33.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.34
  • blk.34.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.34.attn_norm.weight
    F32
    [5120]
  • blk.34.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.34.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.34.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.34.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.34.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.34.ffn_norm.weight
    F32
    [5120]
  • blk.34.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.35
  • blk.35.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.35.attn_norm.weight
    F32
    [5120]
  • blk.35.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.35.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.35.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.35.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.35.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.35.ffn_norm.weight
    F32
    [5120]
  • blk.35.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.36
  • blk.36.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.36.attn_norm.weight
    F32
    [5120]
  • blk.36.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.36.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.36.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.36.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.36.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.36.ffn_norm.weight
    F32
    [5120]
  • blk.36.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.37
  • blk.37.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.37.attn_norm.weight
    F32
    [5120]
  • blk.37.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.37.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.37.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.37.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.37.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.37.ffn_norm.weight
    F32
    [5120]
  • blk.37.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.38
  • blk.38.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.38.attn_norm.weight
    F32
    [5120]
  • blk.38.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.38.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.38.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.38.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.38.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.38.ffn_norm.weight
    F32
    [5120]
  • blk.38.ffn_up.weight
    Q4_0
    [5120, 14336]
    • blk.39
  • blk.39.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.39.attn_norm.weight
    F32
    [5120]
  • blk.39.attn_output.weight
    Q4_0
    [4096, 5120]
  • blk.39.attn_q.weight
    Q4_0
    [5120, 4096]
  • blk.39.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.39.ffn_down.weight
    Q4_0
    [14336, 5120]
  • blk.39.ffn_gate.weight
    Q4_0
    [5120, 14336]
  • blk.39.ffn_norm.weight
    F32
    [5120]
  • blk.39.ffn_up.weight
    Q4_0
    [5120, 14336]
  • output.weight
    Q6_K
    [5120, 131072]
  • output_norm.weight
    F32
    [5120]