andiariffin/
llama-3.3-nemotron-super-v1.5-q4km:49b

30 1 month ago

High efficiency model with leading accuracy for reasoning, tool calling, chat, and instruction following.

49b
... /
model
af76b98a909c · 30GB
    Metadata
  • general.architecture
    deci
  • general.file_type
    Q4_K_M
  • deci.attention.head_count
    [64, 64, 64, 64, 64, ...]
  • deci.attention.head_count_kv
    [8, 8, 8, 8, 8, ...]
  • deci.attention.key_length
    128
  • deci.attention.layer_norm_rms_epsilon
    1e-05
  • deci.attention.value_length
    128
  • deci.block_count
    80
  • deci.context_length
    131072
  • deci.embedding_length
    8192
  • deci.feed_forward_length
    [14336, 28672, 28672, 28672, 28672, ...]
  • deci.rope.dimension_count
    128
  • deci.rope.freq_base
    500000
  • deci.vocab_size
    128256
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_sep_token
    false
  • tokenizer.ggml.bos_token_id
    128000
  • tokenizer.ggml.eos_token_id
    128009
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    128009
  • tokenizer.ggml.pre
    llama-bpe
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
    [8192]
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    Q4_K
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    Q4_K
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    Q5_K
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    Q4_K
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    Q4_K
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    F32
    [8192]
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    Q4_K
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    Q4_K
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    F32
    [8192]
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    Q4_K
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    Q4_K
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    Q6_K
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    Q4_K
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    Q4_K
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    F32
    [8192]
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    Q4_K
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    • blk.36
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    Q4_K
    [8192, 1024]
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    F32
    [8192]
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    Q4_K
    [8192, 8192]
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    Q4_K
    [8192, 8192]
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    Q5_K
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    Q6_K
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    Q4_K
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    F32
    [8192]
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    Q4_K
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    • blk.37
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    Q4_K
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    F32
    [8192]
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    Q4_K
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    Q4_K
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    Q5_K
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    Q4_K
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    Q4_K
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    F32
    [8192]
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    Q4_K
    [8192, 28672]
    • blk.38
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    Q4_K
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    F32
    [8192]
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    Q4_K
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    Q4_K
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    Q6_K
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    Q4_K
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    Q4_K
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    F32
    [8192]
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    Q4_K
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    • blk.39
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    Q4_K
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    F32
    [8192]
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    Q4_K
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    • blk.41
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    F32
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    Q4_K
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    F32
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q6_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
    [7168, 8192]
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    Q4_K
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    F32
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
    [8192, 7168]
    • blk.52
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q5_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
    [8192, 28672]
    • blk.53
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    Q4_K
    [7168, 8192]
  • blk.53.ffn_gate.weight
    Q4_K
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    F32
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    Q4_K
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    • blk.54
  • blk.54.ffn_down.weight
    Q6_K
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    Q4_K
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    F32
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    Q4_K
    [8192, 5632]
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  • blk.55.ffn_down.weight
    Q4_K
    [5632, 8192]
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
    [8192]
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    Q4_K
    [8192, 5632]
    • blk.58
  • blk.58.ffn_down.weight
    Q4_K
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    Q4_K
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    F32
    [8192]
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    Q4_K
    [8192, 5632]
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  • blk.59.ffn_down.weight
    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
    [8192, 7168]
    • blk.62
  • blk.62.ffn_down.weight
    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    • blk.64
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    Q4_K
    [5632, 8192]
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    Q4_K
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    F32
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    Q4_K
    [8192, 5632]
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    • blk.66
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    • blk.71
  • blk.71.attn_k.weight
    Q4_K
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  • blk.71.attn_norm.weight
    F32
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    Q4_K
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    Q4_K
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    Q5_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
    [8192, 28672]
    • blk.72
  • blk.72.attn_k.weight
    Q4_K
    [8192, 1024]
  • blk.72.attn_norm.weight
    F32
    [8192]
  • blk.72.attn_output.weight
    Q4_K
    [8192, 8192]
  • blk.72.attn_q.weight
    Q4_K
    [8192, 8192]
  • blk.72.attn_v.weight
    Q6_K
    [8192, 1024]
  • blk.72.ffn_down.weight
    Q6_K
    [28672, 8192]
  • blk.72.ffn_gate.weight
    Q4_K
    [8192, 28672]
  • blk.72.ffn_norm.weight
    F32
    [8192]
  • blk.72.ffn_up.weight
    Q4_K
    [8192, 28672]
    • blk.73
  • blk.73.attn_k.weight
    Q4_K
    [8192, 1024]
  • blk.73.attn_norm.weight
    F32
    [8192]
  • blk.73.attn_output.weight
    Q4_K
    [8192, 8192]
  • blk.73.attn_q.weight
    Q4_K
    [8192, 8192]
  • blk.73.attn_v.weight
    Q6_K
    [8192, 1024]
  • blk.73.ffn_down.weight
    Q6_K
    [28672, 8192]
  • blk.73.ffn_gate.weight
    Q4_K
    [8192, 28672]
  • blk.73.ffn_norm.weight
    F32
    [8192]
  • blk.73.ffn_up.weight
    Q4_K
    [8192, 28672]
    • blk.74
  • blk.74.attn_k.weight
    Q4_K
    [8192, 1024]
  • blk.74.attn_norm.weight
    F32
    [8192]
  • blk.74.attn_output.weight
    Q4_K
    [8192, 8192]
  • blk.74.attn_q.weight
    Q4_K
    [8192, 8192]
  • blk.74.attn_v.weight
    Q6_K
    [8192, 1024]
  • blk.74.ffn_down.weight
    Q6_K
    [28672, 8192]
  • blk.74.ffn_gate.weight
    Q4_K
    [8192, 28672]
  • blk.74.ffn_norm.weight
    F32
    [8192]
  • blk.74.ffn_up.weight
    Q4_K
    [8192, 28672]
    • blk.75
  • blk.75.attn_k.weight
    Q4_K
    [8192, 1024]
  • blk.75.attn_norm.weight
    F32
    [8192]
  • blk.75.attn_output.weight
    Q4_K
    [8192, 8192]
  • blk.75.attn_q.weight
    Q4_K
    [8192, 8192]
  • blk.75.attn_v.weight
    Q6_K
    [8192, 1024]
  • blk.75.ffn_down.weight
    Q6_K
    [28672, 8192]
  • blk.75.ffn_gate.weight
    Q4_K
    [8192, 28672]
  • blk.75.ffn_norm.weight
    F32
    [8192]
  • blk.75.ffn_up.weight
    Q4_K
    [8192, 28672]
    • blk.76
  • blk.76.attn_k.weight
    Q4_K
    [8192, 1024]
  • blk.76.attn_norm.weight
    F32
    [8192]
  • blk.76.attn_output.weight
    Q4_K
    [8192, 8192]
  • blk.76.attn_q.weight
    Q4_K
    [8192, 8192]
  • blk.76.attn_v.weight
    Q6_K
    [8192, 1024]
  • blk.76.ffn_down.weight
    Q6_K
    [28672, 8192]
  • blk.76.ffn_gate.weight
    Q4_K
    [8192, 28672]
  • blk.76.ffn_norm.weight
    F32
    [8192]
  • blk.76.ffn_up.weight
    Q4_K
    [8192, 28672]
    • blk.77
  • blk.77.attn_k.weight
    Q4_K
    [8192, 1024]
  • blk.77.attn_norm.weight
    F32
    [8192]
  • blk.77.attn_output.weight
    Q4_K
    [8192, 8192]
  • blk.77.attn_q.weight
    Q4_K
    [8192, 8192]
  • blk.77.attn_v.weight
    Q6_K
    [8192, 1024]
  • blk.77.ffn_down.weight
    Q6_K
    [28672, 8192]
  • blk.77.ffn_gate.weight
    Q4_K
    [8192, 28672]
  • blk.77.ffn_norm.weight
    F32
    [8192]
  • blk.77.ffn_up.weight
    Q4_K
    [8192, 28672]
    • blk.78
  • blk.78.attn_k.weight
    Q4_K
    [8192, 1024]
  • blk.78.attn_norm.weight
    F32
    [8192]
  • blk.78.attn_output.weight
    Q4_K
    [8192, 8192]
  • blk.78.attn_q.weight
    Q4_K
    [8192, 8192]
  • blk.78.attn_v.weight
    Q6_K
    [8192, 1024]
  • blk.78.ffn_down.weight
    Q6_K
    [28672, 8192]
  • blk.78.ffn_gate.weight
    Q4_K
    [8192, 28672]
  • blk.78.ffn_norm.weight
    F32
    [8192]
  • blk.78.ffn_up.weight
    Q4_K
    [8192, 28672]
    • blk.79
  • blk.79.attn_k.weight
    Q4_K
    [8192, 1024]
  • blk.79.attn_norm.weight
    F32
    [8192]
  • blk.79.attn_output.weight
    Q4_K
    [8192, 8192]
  • blk.79.attn_q.weight
    Q4_K
    [8192, 8192]
  • blk.79.attn_v.weight
    Q6_K
    [8192, 1024]
  • blk.79.ffn_down.weight
    Q6_K
    [28672, 8192]
  • blk.79.ffn_gate.weight
    Q4_K
    [8192, 28672]
  • blk.79.ffn_norm.weight
    F32
    [8192]
  • blk.79.ffn_up.weight
    Q4_K
    [8192, 28672]
  • output.weight
    Q6_K
    [8192, 128256]
  • rope_freqs.weight
    F32
    [64]
  • output_norm.weight
    F32
    [8192]