yi-coder

Yi-Coder is a series of open-source code language models that delivers state-of-the-art coding performance with fewer than 10 billion parameters.

1.5b 9b

60.6K 2 months ago

67 Tags
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model
3ff7fd0793ca · 5.6GB
    Metadata
  • general.architecture
    llama
  • general.basename
    Yi-Coder
  • general.file_type
    3
  • general.license
    apache-2.0
  • general.name
    Yi Coder 9B
  • general.quantization_version
    2
  • general.size_label
    9B
  • general.type
    model
  • llama.attention.head_count
    32
  • llama.attention.head_count_kv
    4
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    48
  • llama.context_length
    131072
  • llama.embedding_length
    4096
  • llama.feed_forward_length
    11008
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    1e+07
  • llama.vocab_size
    64000
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    2
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [-1000, -1000, -1000, 0, 0, ...]
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<unk>, <|startoftext|>, <|endoftext|>, <|Human|>, <|Assistant|>, ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
  • Name
    Type
    Shape
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    Q4_1
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    Q4_1
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  • blk.0.attn_norm.weight
    F32
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    Q4_1
    [4096, 4096]
  • blk.0.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.0.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.0.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.0.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.0.ffn_norm.weight
    F32
    [4096]
  • blk.0.ffn_up.weight
    Q4_1
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    • blk.1
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    Q4_1
    [4096, 512]
  • blk.1.attn_norm.weight
    F32
    [4096]
  • blk.1.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.1.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.1.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.1.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.1.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.1.ffn_norm.weight
    F32
    [4096]
  • blk.1.ffn_up.weight
    Q4_1
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    • blk.2
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    Q4_1
    [4096, 512]
  • blk.2.attn_norm.weight
    F32
    [4096]
  • blk.2.attn_output.weight
    Q4_1
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  • blk.2.attn_q.weight
    Q4_1
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    Q4_1
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    Q4_1
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  • blk.2.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.2.ffn_norm.weight
    F32
    [4096]
  • blk.2.ffn_up.weight
    Q4_1
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    Q4_1
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    F32
    [4096]
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    F32
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    Q4_1
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  • blk.26.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.26.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.26.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.26.ffn_norm.weight
    F32
    [4096]
  • blk.26.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.27
  • blk.27.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.27.attn_norm.weight
    F32
    [4096]
  • blk.27.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.27.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.27.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.27.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.27.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.27.ffn_norm.weight
    F32
    [4096]
  • blk.27.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.28
  • blk.28.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.28.attn_norm.weight
    F32
    [4096]
  • blk.28.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.28.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.28.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.28.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.28.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.28.ffn_norm.weight
    F32
    [4096]
  • blk.28.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.29
  • blk.29.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.29.attn_norm.weight
    F32
    [4096]
  • blk.29.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.29.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.29.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.29.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.29.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.29.ffn_norm.weight
    F32
    [4096]
  • blk.29.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.30
  • blk.30.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.30.attn_norm.weight
    F32
    [4096]
  • blk.30.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.30.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.30.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.30.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.30.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.30.ffn_norm.weight
    F32
    [4096]
  • blk.30.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.31
  • blk.31.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.31.attn_norm.weight
    F32
    [4096]
  • blk.31.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.31.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.31.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.31.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.31.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.31.ffn_norm.weight
    F32
    [4096]
  • blk.31.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.32
  • blk.32.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.32.attn_norm.weight
    F32
    [4096]
  • blk.32.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.32.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.32.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.32.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.32.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.32.ffn_norm.weight
    F32
    [4096]
  • blk.32.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.33
  • blk.33.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.33.attn_norm.weight
    F32
    [4096]
  • blk.33.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.33.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.33.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.33.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.33.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.33.ffn_norm.weight
    F32
    [4096]
  • blk.33.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.34
  • blk.34.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.34.attn_norm.weight
    F32
    [4096]
  • blk.34.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.34.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.34.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.34.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.34.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.34.ffn_norm.weight
    F32
    [4096]
  • blk.34.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.35
  • blk.35.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.35.attn_norm.weight
    F32
    [4096]
  • blk.35.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.35.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.35.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.35.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.35.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.35.ffn_norm.weight
    F32
    [4096]
  • blk.35.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.36
  • blk.36.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.36.attn_norm.weight
    F32
    [4096]
  • blk.36.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.36.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.36.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.36.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.36.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.36.ffn_norm.weight
    F32
    [4096]
  • blk.36.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.37
  • blk.37.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.37.attn_norm.weight
    F32
    [4096]
  • blk.37.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.37.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.37.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.37.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.37.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.37.ffn_norm.weight
    F32
    [4096]
  • blk.37.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.38
  • blk.38.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.38.attn_norm.weight
    F32
    [4096]
  • blk.38.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.38.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.38.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.38.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.38.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.38.ffn_norm.weight
    F32
    [4096]
  • blk.38.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.39
  • blk.39.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.39.attn_norm.weight
    F32
    [4096]
  • blk.39.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.39.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.39.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.39.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.39.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.39.ffn_norm.weight
    F32
    [4096]
  • blk.39.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.40
  • blk.40.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.40.attn_norm.weight
    F32
    [4096]
  • blk.40.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.40.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.40.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.40.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.40.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.40.ffn_norm.weight
    F32
    [4096]
  • blk.40.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.41
  • blk.41.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.41.attn_norm.weight
    F32
    [4096]
  • blk.41.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.41.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.41.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.41.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.41.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.41.ffn_norm.weight
    F32
    [4096]
  • blk.41.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.42
  • blk.42.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.42.attn_norm.weight
    F32
    [4096]
  • blk.42.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.42.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.42.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.42.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.42.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.42.ffn_norm.weight
    F32
    [4096]
  • blk.42.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.43
  • blk.43.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.43.attn_norm.weight
    F32
    [4096]
  • blk.43.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.43.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.43.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.43.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.43.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.43.ffn_norm.weight
    F32
    [4096]
  • blk.43.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.44
  • blk.44.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.44.attn_norm.weight
    F32
    [4096]
  • blk.44.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.44.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.44.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.44.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.44.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.44.ffn_norm.weight
    F32
    [4096]
  • blk.44.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.45
  • blk.45.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.45.attn_norm.weight
    F32
    [4096]
  • blk.45.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.45.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.45.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.45.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.45.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.45.ffn_norm.weight
    F32
    [4096]
  • blk.45.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.46
  • blk.46.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.46.attn_norm.weight
    F32
    [4096]
  • blk.46.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.46.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.46.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.46.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.46.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.46.ffn_norm.weight
    F32
    [4096]
  • blk.46.ffn_up.weight
    Q4_1
    [4096, 11008]
    • blk.47
  • blk.47.attn_k.weight
    Q4_1
    [4096, 512]
  • blk.47.attn_norm.weight
    F32
    [4096]
  • blk.47.attn_output.weight
    Q4_1
    [4096, 4096]
  • blk.47.attn_q.weight
    Q4_1
    [4096, 4096]
  • blk.47.attn_v.weight
    Q4_1
    [4096, 512]
  • blk.47.ffn_down.weight
    Q4_1
    [11008, 4096]
  • blk.47.ffn_gate.weight
    Q4_1
    [4096, 11008]
  • blk.47.ffn_norm.weight
    F32
    [4096]
  • blk.47.ffn_up.weight
    Q4_1
    [4096, 11008]
  • output.weight
    Q6_K
    [4096, 64000]
  • output_norm.weight
    F32
    [4096]