mistral-nemo

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

Tools 12B

255.8K Pulls Updated 11 days ago

... /
model
402ec0287eaa · 4.8GB
    Metadata
  • general.architecture
    llama
  • general.file_type
    Q2_K
  • 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
    • Tensors
  • Name
    Type
    Shape
  • token_embd.weight
    Q2_K
    [5120 131072]
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  • blk.0.attn_norm.weight
    F32
    [5120]
  • blk.0.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.0.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.0.ffn_up.weight
    Q2_K
    [5120 14336]
  • blk.0.ffn_norm.weight
    F32
    [5120]
  • blk.0.attn_k.weight
    Q2_K
    [5120 1024]
  • blk.0.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.0.attn_q.weight
    Q2_K
    [5120 4096]
  • blk.0.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.1
  • blk.1.attn_norm.weight
    F32
    [5120]
  • blk.1.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.1.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.1.ffn_up.weight
    Q2_K
    [5120 14336]
  • blk.1.ffn_norm.weight
    F32
    [5120]
  • blk.1.attn_k.weight
    Q2_K
    [5120 1024]
  • blk.1.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.1.attn_q.weight
    Q2_K
    [5120 4096]
  • blk.1.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.2
  • blk.2.attn_norm.weight
    F32
    [5120]
  • blk.2.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.2.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.2.ffn_up.weight
    Q2_K
    [5120 14336]
  • blk.2.ffn_norm.weight
    F32
    [5120]
  • blk.2.attn_k.weight
    Q2_K
    [5120 1024]
  • blk.2.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.2.attn_q.weight
    Q2_K
    [5120 4096]
  • blk.2.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.3
  • blk.3.attn_norm.weight
    F32
    [5120]
  • blk.3.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.3.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.3.ffn_up.weight
    Q2_K
    [5120 14336]
  • blk.3.ffn_norm.weight
    F32
    [5120]
  • blk.3.attn_k.weight
    Q2_K
    [5120 1024]
  • blk.3.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.3.attn_q.weight
    Q2_K
    [5120 4096]
  • blk.3.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.4
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    F32
    [5120]
  • blk.4.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.4.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.4.ffn_up.weight
    Q2_K
    [5120 14336]
  • blk.4.ffn_norm.weight
    F32
    [5120]
  • blk.4.attn_k.weight
    Q2_K
    [5120 1024]
  • blk.4.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.4.attn_q.weight
    Q2_K
    [5120 4096]
  • blk.4.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.5
  • blk.5.attn_norm.weight
    F32
    [5120]
  • blk.5.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.5.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.5.ffn_up.weight
    Q2_K
    [5120 14336]
  • blk.5.ffn_norm.weight
    F32
    [5120]
  • blk.5.attn_k.weight
    Q2_K
    [5120 1024]
  • blk.5.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.5.attn_q.weight
    Q2_K
    [5120 4096]
  • blk.5.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.6
  • blk.6.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.6.attn_k.weight
    Q2_K
    [5120 1024]
  • blk.6.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.6.attn_q.weight
    Q2_K
    [5120 4096]
  • blk.6.attn_v.weight
    Q4_K
    [5120 1024]
  • blk.6.attn_norm.weight
    F32
    [5120]
  • blk.6.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.6.ffn_up.weight
    Q2_K
    [5120 14336]
  • blk.6.ffn_norm.weight
    F32
    [5120]
    • blk.7
  • blk.7.attn_norm.weight
    F32
    [5120]
  • blk.7.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.7.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.7.ffn_up.weight
    Q2_K
    [5120 14336]
  • blk.7.ffn_norm.weight
    F32
    [5120]
  • blk.7.attn_k.weight
    Q2_K
    [5120 1024]
  • blk.7.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.7.attn_q.weight
    Q2_K
    [5120 4096]
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    Q4_K
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    F32
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    Q3_K
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    Q2_K
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    Q2_K
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    F32
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    Q2_K
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    Q3_K
    [4096 5120]
  • blk.8.attn_q.weight
    Q2_K
    [5120 4096]
  • blk.8.attn_v.weight
    Q4_K
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    • blk.9
  • blk.9.attn_norm.weight
    F32
    [5120]
  • blk.9.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.9.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.9.ffn_up.weight
    Q2_K
    [5120 14336]
  • blk.9.ffn_norm.weight
    F32
    [5120]
  • blk.9.attn_k.weight
    Q2_K
    [5120 1024]
  • blk.9.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.9.attn_q.weight
    Q2_K
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  • blk.9.attn_v.weight
    Q4_K
    [5120 1024]
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  • blk.10.attn_norm.weight
    F32
    [5120]
  • blk.10.ffn_down.weight
    Q3_K
    [14336 5120]
  • blk.10.ffn_gate.weight
    Q2_K
    [5120 14336]
  • blk.10.ffn_up.weight
    Q2_K
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  • blk.10.ffn_norm.weight
    F32
    [5120]
  • blk.10.attn_k.weight
    Q2_K
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  • blk.10.attn_output.weight
    Q3_K
    [4096 5120]
  • blk.10.attn_q.weight
    Q2_K
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  • blk.10.attn_v.weight
    Q4_K
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    • blk.11
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    F32
    [5120]
  • blk.11.ffn_down.weight
    Q3_K
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    Q2_K
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    Q2_K
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    F32
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    Q2_K
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    Q3_K
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    F32
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    Q3_K
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    Q2_K
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    F32
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    Q3_K
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    F32
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    Q3_K
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    Q2_K
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    Q2_K
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    F32
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    F32
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    Q3_K
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    Q2_K
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    Q3_K
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    Q2_K
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    Q2_K
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    Q3_K
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    Q2_K
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    F32
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    Q3_K
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    F32
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    Q3_K
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    F32
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    Q3_K
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    Q3_K
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    Q2_K
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    Q4_K
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    F32
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    Q3_K
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    Q2_K
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    F32
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    Q3_K
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    F32
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    Q2_K
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    Q2_K
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    Q2_K
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    F32
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    Q2_K
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    Q3_K
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    Q2_K
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    F32
    [5120]
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    Q3_K
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
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    Q4_K
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    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
    [5120 1024]
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    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
  • blk.31.ffn_up.weight
    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
    [5120 1024]
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    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
    [5120 1024]
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
    [5120 1024]
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    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
  • blk.33.ffn_norm.weight
    F32
    [5120]
    • blk.34
  • blk.34.attn_norm.weight
    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
    [5120 1024]
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    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
    [5120 1024]
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  • blk.36.attn_norm.weight
    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
    [5120 1024]
    • blk.37
  • blk.37.attn_norm.weight
    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
    [5120 1024]
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    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
    [5120 1024]
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    F32
    [5120]
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    Q3_K
    [14336 5120]
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    Q2_K
    [5120 14336]
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    Q2_K
    [5120 14336]
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    F32
    [5120]
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    Q2_K
    [5120 1024]
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    Q3_K
    [4096 5120]
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    Q2_K
    [5120 4096]
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    Q4_K
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