starcoder2

StarCoder2 is the next generation of transparently trained open code LLMs that comes in three sizes: 3B, 7B and 15B parameters.

3b 7b 15b

543.9K 3 months ago

67 Tags
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model
7652ee1705f2 · 2.7GB
    Metadata
  • general.architecture
    starcoder2
  • general.file_type
    10
  • general.name
    starcoder2-7b
  • general.quantization_version
    2
  • starcoder2.attention.head_count
    36
  • starcoder2.attention.head_count_kv
    4
  • starcoder2.attention.layer_norm_epsilon
    1e-05
  • starcoder2.block_count
    32
  • starcoder2.context_length
    16384
  • starcoder2.embedding_length
    4608
  • starcoder2.feed_forward_length
    18432
  • starcoder2.rope.freq_base
    1e+06
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.eos_token_id
    0
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, ĠĠĠĠ ĠĠĠĠ, ĠĠ Ġ, e r, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<|endoftext|>, <fim_prefix>, <fim_middle>, <fim_suffix>, <fim_pad>, ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
  • Name
    Type
    Shape
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    Q2_K
    [4608, 49152]
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    F32
    [512]
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    Q2_K
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    F32
    [4608]
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    F32
    [4608]
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    F32
    [4608]
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    Q3_K
    [4608, 4608]
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    F32
    [4608]
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    Q2_K
    [4608, 4608]
  • blk.0.attn_v.bias
    F32
    [512]
  • blk.0.attn_v.weight
    Q4_K
    [4608, 512]
  • blk.0.ffn_down.bias
    F32
    [4608]
  • blk.0.ffn_down.weight
    Q3_K
    [18432, 4608]
  • blk.0.ffn_norm.bias
    F32
    [4608]
  • blk.0.ffn_norm.weight
    F32
    [4608]
  • blk.0.ffn_up.bias
    F32
    [18432]
  • blk.0.ffn_up.weight
    Q2_K
    [4608, 18432]
    • blk.1
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    F32
    [512]
  • blk.1.attn_k.weight
    Q2_K
    [4608, 512]
  • blk.1.attn_norm.bias
    F32
    [4608]
  • blk.1.attn_norm.weight
    F32
    [4608]
  • blk.1.attn_output.bias
    F32
    [4608]
  • blk.1.attn_output.weight
    Q3_K
    [4608, 4608]
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    F32
    [4608]
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    Q2_K
    [4608, 4608]
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    F32
    [512]
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    Q4_K
    [4608, 512]
  • blk.1.ffn_down.bias
    F32
    [4608]
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    Q3_K
    [18432, 4608]
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    F32
    [4608]
  • blk.1.ffn_norm.weight
    F32
    [4608]
  • blk.1.ffn_up.bias
    F32
    [18432]
  • blk.1.ffn_up.weight
    Q2_K
    [4608, 18432]
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    F32
    [512]
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    Q2_K
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    F32
    [4608]
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    F32
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    F32
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    Q3_K
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    F32
    [4608]
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    Q2_K
    [4608, 4608]
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    F32
    [512]
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    Q4_K
    [4608, 512]
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    F32
    [4608]
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    Q3_K
    [18432, 4608]
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    F32
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    F32
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    F32
    [18432]
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    Q2_K
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    F32
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    F32
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    F32
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    Q3_K
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    F32
    [4608]
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    Q2_K
    [4608, 4608]
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    F32
    [512]
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    Q4_K
    [4608, 512]
  • blk.3.ffn_down.bias
    F32
    [4608]
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    Q3_K
    [18432, 4608]
  • blk.3.ffn_norm.bias
    F32
    [4608]
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    F32
    [4608]
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    F32
    [18432]
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    Q2_K
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    • blk.4
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    F32
    [512]
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    Q2_K
    [4608, 512]
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    F32
    [4608]
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    F32
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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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    F32
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    Q4_K
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    F32
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    Q3_K
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    F32
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    F32
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    F32
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    F32
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    F32
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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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    F32
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    Q4_K
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    F32
    [4608]
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    Q3_K
    [18432, 4608]
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    F32
    [4608]
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    F32
    [4608]
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    F32
    [18432]
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    Q2_K
    [4608, 18432]
    • blk.6
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    F32
    [512]
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    Q2_K
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    F32
    [4608]
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    F32
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    F32
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    Q3_K
    [4608, 4608]
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    F32
    [4608]
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    Q2_K
    [4608, 4608]
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    F32
    [512]
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    Q4_K
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    F32
    [4608]
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    Q3_K
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    F32
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    F32
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    F32
    [18432]
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    Q2_K
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    F32
    [512]
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    F32
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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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    Q3_K
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