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

582.7K 3 months ago

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model
dc5deb763c38 · 9.1GB
    Metadata
  • general.architecture
    starcoder2
  • general.file_type
    2
  • general.name
    starcoder2-15b
  • general.quantization_version
    2
  • starcoder2.attention.head_count
    48
  • starcoder2.attention.head_count_kv
    4
  • starcoder2.attention.layer_norm_epsilon
    1e-05
  • starcoder2.attention.layer_norm_rms_epsilon
    1e-05
  • starcoder2.block_count
    40
  • starcoder2.context_length
    16384
  • starcoder2.embedding_length
    6144
  • starcoder2.feed_forward_length
    24576
  • starcoder2.rope.freq_base
    100000
  • 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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    Q4_0
    [6144, 49152]
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    F32
    [512]
  • blk.0.attn_k.weight
    Q4_0
    [6144, 512]
  • blk.0.attn_norm.bias
    F32
    [6144]
  • blk.0.attn_norm.weight
    F32
    [6144]
  • blk.0.attn_output.bias
    F32
    [6144]
  • blk.0.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.0.attn_q.bias
    F32
    [6144]
  • blk.0.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.0.attn_v.bias
    F32
    [512]
  • blk.0.attn_v.weight
    Q4_0
    [6144, 512]
  • blk.0.ffn_down.bias
    F32
    [6144]
  • blk.0.ffn_down.weight
    Q4_0
    [24576, 6144]
  • blk.0.ffn_norm.bias
    F32
    [6144]
  • blk.0.ffn_norm.weight
    F32
    [6144]
  • blk.0.ffn_up.bias
    F32
    [24576]
  • blk.0.ffn_up.weight
    Q4_0
    [6144, 24576]
    • blk.1
  • blk.1.attn_k.bias
    F32
    [512]
  • blk.1.attn_k.weight
    Q4_0
    [6144, 512]
  • blk.1.attn_norm.bias
    F32
    [6144]
  • blk.1.attn_norm.weight
    F32
    [6144]
  • blk.1.attn_output.bias
    F32
    [6144]
  • blk.1.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.1.attn_q.bias
    F32
    [6144]
  • blk.1.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.1.attn_v.bias
    F32
    [512]
  • blk.1.attn_v.weight
    Q4_0
    [6144, 512]
  • blk.1.ffn_down.bias
    F32
    [6144]
  • blk.1.ffn_down.weight
    Q4_0
    [24576, 6144]
  • blk.1.ffn_norm.bias
    F32
    [6144]
  • blk.1.ffn_norm.weight
    F32
    [6144]
  • blk.1.ffn_up.bias
    F32
    [24576]
  • blk.1.ffn_up.weight
    Q4_0
    [6144, 24576]
    • blk.2
  • blk.2.attn_k.bias
    F32
    [512]
  • blk.2.attn_k.weight
    Q4_0
    [6144, 512]
  • blk.2.attn_norm.bias
    F32
    [6144]
  • blk.2.attn_norm.weight
    F32
    [6144]
  • blk.2.attn_output.bias
    F32
    [6144]
  • blk.2.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.2.attn_q.bias
    F32
    [6144]
  • blk.2.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.2.attn_v.bias
    F32
    [512]
  • blk.2.attn_v.weight
    Q4_0
    [6144, 512]
  • blk.2.ffn_down.bias
    F32
    [6144]
  • blk.2.ffn_down.weight
    Q4_0
    [24576, 6144]
  • blk.2.ffn_norm.bias
    F32
    [6144]
  • blk.2.ffn_norm.weight
    F32
    [6144]
  • blk.2.ffn_up.bias
    F32
    [24576]
  • blk.2.ffn_up.weight
    Q4_0
    [6144, 24576]
    • blk.3
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    F32
    [512]
  • blk.3.attn_k.weight
    Q4_0
    [6144, 512]
  • blk.3.attn_norm.bias
    F32
    [6144]
  • blk.3.attn_norm.weight
    F32
    [6144]
  • blk.3.attn_output.bias
    F32
    [6144]
  • blk.3.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.3.attn_q.bias
    F32
    [6144]
  • blk.3.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.3.attn_v.bias
    F32
    [512]
  • blk.3.attn_v.weight
    Q4_0
    [6144, 512]
  • blk.3.ffn_down.bias
    F32
    [6144]
  • blk.3.ffn_down.weight
    Q4_0
    [24576, 6144]
  • blk.3.ffn_norm.bias
    F32
    [6144]
  • blk.3.ffn_norm.weight
    F32
    [6144]
  • blk.3.ffn_up.bias
    F32
    [24576]
  • blk.3.ffn_up.weight
    Q4_0
    [6144, 24576]
    • blk.4
  • blk.4.attn_k.bias
    F32
    [512]
  • blk.4.attn_k.weight
    Q4_0
    [6144, 512]
  • blk.4.attn_norm.bias
    F32
    [6144]
  • blk.4.attn_norm.weight
    F32
    [6144]
  • blk.4.attn_output.bias
    F32
    [6144]
  • blk.4.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.4.attn_q.bias
    F32
    [6144]
  • blk.4.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.4.attn_v.bias
    F32
    [512]
  • blk.4.attn_v.weight
    Q4_0
    [6144, 512]
  • blk.4.ffn_down.bias
    F32
    [6144]
  • blk.4.ffn_down.weight
    Q4_0
    [24576, 6144]
  • blk.4.ffn_norm.bias
    F32
    [6144]
  • blk.4.ffn_norm.weight
    F32
    [6144]
  • blk.4.ffn_up.bias
    F32
    [24576]
  • blk.4.ffn_up.weight
    Q4_0
    [6144, 24576]
    • blk.5
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    F32
    [512]
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    Q4_0
    [6144, 512]
  • blk.5.attn_norm.bias
    F32
    [6144]
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    F32
    [6144]
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    F32
    [6144]
  • blk.5.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.5.attn_q.bias
    F32
    [6144]
  • blk.5.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.5.attn_v.bias
    F32
    [512]
  • blk.5.attn_v.weight
    Q4_0
    [6144, 512]
  • blk.5.ffn_down.bias
    F32
    [6144]
  • blk.5.ffn_down.weight
    Q4_0
    [24576, 6144]
  • blk.5.ffn_norm.bias
    F32
    [6144]
  • blk.5.ffn_norm.weight
    F32
    [6144]
  • blk.5.ffn_up.bias
    F32
    [24576]
  • blk.5.ffn_up.weight
    Q4_0
    [6144, 24576]
    • blk.6
  • blk.6.attn_k.bias
    F32
    [512]
  • blk.6.attn_k.weight
    Q4_0
    [6144, 512]
  • blk.6.attn_norm.bias
    F32
    [6144]
  • blk.6.attn_norm.weight
    F32
    [6144]
  • blk.6.attn_output.bias
    F32
    [6144]
  • blk.6.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.6.attn_q.bias
    F32
    [6144]
  • blk.6.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.6.attn_v.bias
    F32
    [512]
  • blk.6.attn_v.weight
    Q4_0
    [6144, 512]
  • blk.6.ffn_down.bias
    F32
    [6144]
  • blk.6.ffn_down.weight
    Q4_0
    [24576, 6144]
  • blk.6.ffn_norm.bias
    F32
    [6144]
  • blk.6.ffn_norm.weight
    F32
    [6144]
  • blk.6.ffn_up.bias
    F32
    [24576]
  • blk.6.ffn_up.weight
    Q4_0
    [6144, 24576]
    • blk.7
  • blk.7.attn_k.bias
    F32
    [512]
  • blk.7.attn_k.weight
    Q4_0
    [6144, 512]
  • blk.7.attn_norm.bias
    F32
    [6144]
  • blk.7.attn_norm.weight
    F32
    [6144]
  • blk.7.attn_output.bias
    F32
    [6144]
  • blk.7.attn_output.weight
    Q4_0
    [6144, 6144]
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    F32
    [6144]
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    Q4_0
    [6144, 6144]
  • blk.7.attn_v.bias
    F32
    [512]
  • blk.7.attn_v.weight
    Q4_0
    [6144, 512]
  • blk.7.ffn_down.bias
    F32
    [6144]
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    Q4_0
    [24576, 6144]
  • blk.7.ffn_norm.bias
    F32
    [6144]
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    F32
    [6144]
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    F32
    [24576]
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    Q4_0
    [6144, 24576]
    • blk.8
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    F32
    [512]
  • blk.8.attn_k.weight
    Q4_0
    [6144, 512]
  • blk.8.attn_norm.bias
    F32
    [6144]
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    F32
    [6144]
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    F32
    [6144]
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    Q4_0
    [6144, 6144]
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    F32
    [6144]
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    Q4_0
    [6144, 6144]
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    F32
    [512]
  • blk.8.attn_v.weight
    Q4_0
    [6144, 512]
  • blk.8.ffn_down.bias
    F32
    [6144]
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    Q4_0
    [24576, 6144]
  • blk.8.ffn_norm.bias
    F32
    [6144]
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    F32
    [6144]
  • blk.8.ffn_up.bias
    F32
    [24576]
  • blk.8.ffn_up.weight
    Q4_0
    [6144, 24576]
    • blk.9
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    F32
    [512]
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    Q4_0
    [6144, 512]
  • blk.9.attn_norm.bias
    F32
    [6144]
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    F32
    [6144]
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    F32
    [6144]
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    Q4_0
    [6144, 6144]
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    F32
    [6144]
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    Q4_0
    [6144, 6144]
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    F32
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    Q4_0
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    F32
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    Q4_0
    [24576, 6144]
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    F32
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    F32
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    F32
    [24576]
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    Q4_0
    [6144, 24576]
    • blk.10
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    F32
    [512]
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    Q4_0
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    F32
    [6144]
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    F32
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    F32
    [6144]
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    Q4_0
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    F32
    [6144]
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    Q4_0
    [6144, 6144]
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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    F32
    [512]
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    F32
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    F32
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