devstral-2:123b

5 17 minutes ago

123B model that excels at using tools to explore codebases, editing multiple files and power software engineering agents.

tools cloud 123b
... /
model
bd6c22cad19a · 75GB
    Metadata
  • general.architecture
    mistral3
  • general.file_type
    Q4_K_M
  • mistral3.attention.head_count
    96
  • mistral3.attention.head_count_kv
    8
  • mistral3.attention.key_length
    128
  • mistral3.attention.layer_norm_rms_epsilon
    1e-05
  • mistral3.attention.value_length
    128
  • mistral3.block_count
    88
  • mistral3.context_length
    262144
  • mistral3.embedding_length
    12288
  • mistral3.feed_forward_length
    28672
  • mistral3.rope.dimension_count
    128
  • mistral3.rope.freq_base
    1e+06
  • mistral3.rope.scaling.beta_fast
    4
  • mistral3.rope.scaling.beta_slow
    1
  • mistral3.rope.scaling.factor
    64
  • mistral3.rope.scaling.mscale
    1
  • mistral3.rope.scaling.mscale_all_dim
    0
  • mistral3.rope.scaling.original_context_length
    4096
  • mistral3.rope.scaling.type
    yarn
  • mistral3.rope.scaling_beta
    0
  • mistral3.vocab_size
    131072
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_padding_token
    false
  • tokenizer.ggml.add_unknown_token
    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.padding_token_id
    11
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [0, 1, 2, 3, 4, ...]
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, [INST], [/INST], ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
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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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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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  • blk.27.attn_norm.weight
    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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    Q4_K
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  • blk.27.ffn_norm.weight
    F32
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    Q4_K
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    Q4_K
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  • blk.28.attn_norm.weight
    F32
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    Q4_K
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    Q4_K
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    Q6_K
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    Q6_K
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    Q4_K
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  • blk.28.ffn_norm.weight
    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
    [12288, 12288]
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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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    Q4_K
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    F32
    [12288]
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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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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    • blk.32
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    Q4_K
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    F32
    [12288]
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    Q4_K
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    Q4_K
    [12288, 12288]
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    Q4_K
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    Q4_K
    [28672, 12288]
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    Q4_K
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    F32
    [12288]
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    Q4_K
    [12288, 28672]
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    Q4_K
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    F32
    [12288]
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    Q4_K
    [12288, 12288]
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    Q4_K
    [12288, 12288]
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    Q4_K
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    Q4_K
    [28672, 12288]
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    Q4_K
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  • blk.33.ffn_norm.weight
    F32
    [12288]
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    Q4_K
    [12288, 28672]
    • blk.34
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    Q4_K
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    F32
    [12288]
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    Q4_K
    [12288, 12288]
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    Q4_K
    [12288, 12288]
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    Q6_K
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    Q6_K
    [28672, 12288]
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    Q4_K
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  • blk.34.ffn_norm.weight
    F32
    [12288]
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    Q4_K
    [12288, 28672]
    • blk.35
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    Q4_K
    [12288, 1024]
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    F32
    [12288]
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    Q4_K
    [12288, 12288]
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    Q4_K
    [12288, 12288]
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    Q4_K
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    Q4_K
    [28672, 12288]
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    Q4_K
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  • blk.35.ffn_norm.weight
    F32
    [12288]
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    Q4_K
    [12288, 28672]
    • blk.36
  • blk.36.attn_k.weight
    Q4_K
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  • blk.36.attn_norm.weight
    F32
    [12288]
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    Q4_K
    [12288, 12288]
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    Q4_K
    [12288, 12288]
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    Q4_K
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    Q4_K
    [28672, 12288]
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    Q4_K
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    F32
    [12288]
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    Q4_K
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    • blk.37
  • blk.37.attn_k.weight
    Q4_K
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    F32
    [12288]
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    Q4_K
    [12288, 12288]
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    Q4_K
    [12288, 12288]
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    Q6_K
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    Q6_K
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    Q4_K
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    F32
    [12288]
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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
    [28672, 12288]
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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
    [12288]
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    Q4_K
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    Q4_K
    [12288, 12288]
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    Q4_K
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    Q4_K
    [28672, 12288]
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    Q4_K
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    F32
    [12288]
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    Q4_K
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    Q4_K
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  • blk.40.attn_norm.weight
    F32
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    Q4_K
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    Q4_K
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    Q6_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.41
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    Q4_K
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    F32
    [12288]
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    Q4_K
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    Q4_K
    [12288, 12288]
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    Q4_K
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    Q4_K
    [28672, 12288]
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    Q4_K
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  • blk.41.ffn_norm.weight
    F32
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    Q4_K
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    Q4_K
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  • blk.42.attn_norm.weight
    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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    Q4_K
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  • blk.42.ffn_norm.weight
    F32
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    Q4_K
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    • blk.43
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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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    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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    Q4_K
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  • blk.44.ffn_norm.weight
    F32
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    Q4_K
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    Q4_K
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  • blk.45.attn_norm.weight
    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
    [28672, 12288]
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    Q4_K
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  • blk.45.ffn_norm.weight
    F32
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    Q4_K
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    Q4_K
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  • blk.46.attn_norm.weight
    F32
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    Q4_K
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    Q4_K
    [12288, 12288]
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    Q6_K
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    Q6_K
    [28672, 12288]
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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
    [12288, 12288]
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    Q4_K
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    Q4_K
    [28672, 12288]
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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
    [12288, 12288]
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    Q4_K
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    Q4_K
    [28672, 12288]
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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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    Q6_K
    [28672, 12288]
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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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    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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    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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    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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    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
    [12288, 12288]
  • blk.83.attn_v.weight
    Q6_K
    [12288, 1024]
  • blk.83.ffn_down.weight
    Q6_K
    [28672, 12288]
  • blk.83.ffn_gate.weight
    Q4_K
    [12288, 28672]
  • blk.83.ffn_norm.weight
    F32
    [12288]
  • blk.83.ffn_up.weight
    Q4_K
    [12288, 28672]
    • blk.84
  • blk.84.attn_k.weight
    Q4_K
    [12288, 1024]
  • blk.84.attn_norm.weight
    F32
    [12288]
  • blk.84.attn_output.weight
    Q4_K
    [12288, 12288]
  • blk.84.attn_q.weight
    Q4_K
    [12288, 12288]
  • blk.84.attn_v.weight
    Q6_K
    [12288, 1024]
  • blk.84.ffn_down.weight
    Q6_K
    [28672, 12288]
  • blk.84.ffn_gate.weight
    Q4_K
    [12288, 28672]
  • blk.84.ffn_norm.weight
    F32
    [12288]
  • blk.84.ffn_up.weight
    Q4_K
    [12288, 28672]
    • blk.85
  • blk.85.attn_k.weight
    Q4_K
    [12288, 1024]
  • blk.85.attn_norm.weight
    F32
    [12288]
  • blk.85.attn_output.weight
    Q4_K
    [12288, 12288]
  • blk.85.attn_q.weight
    Q4_K
    [12288, 12288]
  • blk.85.attn_v.weight
    Q6_K
    [12288, 1024]
  • blk.85.ffn_down.weight
    Q6_K
    [28672, 12288]
  • blk.85.ffn_gate.weight
    Q4_K
    [12288, 28672]
  • blk.85.ffn_norm.weight
    F32
    [12288]
  • blk.85.ffn_up.weight
    Q4_K
    [12288, 28672]
    • blk.86
  • blk.86.attn_k.weight
    Q4_K
    [12288, 1024]
  • blk.86.attn_norm.weight
    F32
    [12288]
  • blk.86.attn_output.weight
    Q4_K
    [12288, 12288]
  • blk.86.attn_q.weight
    Q4_K
    [12288, 12288]
  • blk.86.attn_v.weight
    Q6_K
    [12288, 1024]
  • blk.86.ffn_down.weight
    Q6_K
    [28672, 12288]
  • blk.86.ffn_gate.weight
    Q4_K
    [12288, 28672]
  • blk.86.ffn_norm.weight
    F32
    [12288]
  • blk.86.ffn_up.weight
    Q4_K
    [12288, 28672]
    • blk.87
  • blk.87.attn_k.weight
    Q4_K
    [12288, 1024]
  • blk.87.attn_norm.weight
    F32
    [12288]
  • blk.87.attn_output.weight
    Q4_K
    [12288, 12288]
  • blk.87.attn_q.weight
    Q4_K
    [12288, 12288]
  • blk.87.attn_v.weight
    Q6_K
    [12288, 1024]
  • blk.87.ffn_down.weight
    Q6_K
    [28672, 12288]
  • blk.87.ffn_gate.weight
    Q4_K
    [12288, 28672]
  • blk.87.ffn_norm.weight
    F32
    [12288]
  • blk.87.ffn_up.weight
    Q4_K
    [12288, 28672]
  • output.weight
    Q6_K
    [12288, 131072]
  • output_norm.weight
    F32
    [12288]