stable-code

Stable Code 3B is a coding model with instruct and code completion variants on par with models such as Code Llama 7B that are 2.5x larger.

3b

108.1K 8 months ago

36 Tags
... /
model
2c0d857fd309 · 1.6GB
    Metadata
  • general.architecture
    stablelm
  • general.file_type
    2
  • general.name
    stable-code-instruct-3b
  • general.quantization_version
    2
  • stablelm.attention.head_count
    32
  • stablelm.attention.layer_norm_epsilon
    1e-05
  • stablelm.block_count
    32
  • stablelm.context_length
    16384
  • stablelm.embedding_length
    2560
  • stablelm.feed_forward_length
    6912
  • stablelm.rope.dimension_count
    20
  • stablelm.use_parallel_residual
    true
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.eos_token_id
    0
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ t, Ġ a, h e, i n, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.token_type
    [3, 3, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [<|endoftext|>, <|padding|>, !, ", #, ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
  • Name
    Type
    Shape
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    Q4_0
    [2560, 50304]
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    Q4_0
    [2560, 2560]
  • blk.0.attn_norm.bias
    F32
    [2560]
  • blk.0.attn_norm.weight
    F32
    [2560]
  • blk.0.attn_output.weight
    Q4_0
    [2560, 2560]
  • blk.0.attn_q.weight
    Q4_0
    [2560, 2560]
  • blk.0.attn_v.weight
    Q4_0
    [2560, 2560]
  • blk.0.ffn_down.weight
    Q4_0
    [6912, 2560]
  • blk.0.ffn_gate.weight
    Q4_0
    [2560, 6912]
  • blk.0.ffn_norm.bias
    F32
    [2560]
  • blk.0.ffn_norm.weight
    F32
    [2560]
  • blk.0.ffn_up.weight
    Q4_0
    [2560, 6912]
    • blk.1
  • blk.1.attn_k.weight
    Q4_0
    [2560, 2560]
  • blk.1.attn_norm.bias
    F32
    [2560]
  • blk.1.attn_norm.weight
    F32
    [2560]
  • blk.1.attn_output.weight
    Q4_0
    [2560, 2560]
  • blk.1.attn_q.weight
    Q4_0
    [2560, 2560]
  • blk.1.attn_v.weight
    Q4_0
    [2560, 2560]
  • blk.1.ffn_down.weight
    Q4_0
    [6912, 2560]
  • blk.1.ffn_gate.weight
    Q4_0
    [2560, 6912]
  • blk.1.ffn_norm.bias
    F32
    [2560]
  • blk.1.ffn_norm.weight
    F32
    [2560]
  • blk.1.ffn_up.weight
    Q4_0
    [2560, 6912]
    • blk.2
  • blk.2.attn_k.weight
    Q4_0
    [2560, 2560]
  • blk.2.attn_norm.bias
    F32
    [2560]
  • blk.2.attn_norm.weight
    F32
    [2560]
  • blk.2.attn_output.weight
    Q4_0
    [2560, 2560]
  • blk.2.attn_q.weight
    Q4_0
    [2560, 2560]
  • blk.2.attn_v.weight
    Q4_0
    [2560, 2560]
  • blk.2.ffn_down.weight
    Q4_0
    [6912, 2560]
  • blk.2.ffn_gate.weight
    Q4_0
    [2560, 6912]
  • blk.2.ffn_norm.bias
    F32
    [2560]
  • blk.2.ffn_norm.weight
    F32
    [2560]
  • blk.2.ffn_up.weight
    Q4_0
    [2560, 6912]
    • blk.3
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    Q4_0
    [2560, 2560]
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    F32
    [2560]
  • blk.3.attn_norm.weight
    F32
    [2560]
  • blk.3.attn_output.weight
    Q4_0
    [2560, 2560]
  • blk.3.attn_q.weight
    Q4_0
    [2560, 2560]
  • blk.3.attn_v.weight
    Q4_0
    [2560, 2560]
  • blk.3.ffn_down.weight
    Q4_0
    [6912, 2560]
  • blk.3.ffn_gate.weight
    Q4_0
    [2560, 6912]
  • blk.3.ffn_norm.bias
    F32
    [2560]
  • blk.3.ffn_norm.weight
    F32
    [2560]
  • blk.3.ffn_up.weight
    Q4_0
    [2560, 6912]
    • blk.4
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    Q4_0
    [2560, 2560]
  • blk.4.attn_norm.bias
    F32
    [2560]
  • blk.4.attn_norm.weight
    F32
    [2560]
  • blk.4.attn_output.weight
    Q4_0
    [2560, 2560]
  • blk.4.attn_q.weight
    Q4_0
    [2560, 2560]
  • blk.4.attn_v.weight
    Q4_0
    [2560, 2560]
  • blk.4.ffn_down.weight
    Q4_0
    [6912, 2560]
  • blk.4.ffn_gate.weight
    Q4_0
    [2560, 6912]
  • blk.4.ffn_norm.bias
    F32
    [2560]
  • blk.4.ffn_norm.weight
    F32
    [2560]
  • blk.4.ffn_up.weight
    Q4_0
    [2560, 6912]
    • blk.5
  • blk.5.attn_k.weight
    Q4_0
    [2560, 2560]
  • blk.5.attn_norm.bias
    F32
    [2560]
  • blk.5.attn_norm.weight
    F32
    [2560]
  • blk.5.attn_output.weight
    Q4_0
    [2560, 2560]
  • blk.5.attn_q.weight
    Q4_0
    [2560, 2560]
  • blk.5.attn_v.weight
    Q4_0
    [2560, 2560]
  • blk.5.ffn_down.weight
    Q4_0
    [6912, 2560]
  • blk.5.ffn_gate.weight
    Q4_0
    [2560, 6912]
  • blk.5.ffn_norm.bias
    F32
    [2560]
  • blk.5.ffn_norm.weight
    F32
    [2560]
  • blk.5.ffn_up.weight
    Q4_0
    [2560, 6912]
    • blk.6
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    Q4_0
    [2560, 2560]
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    F32
    [2560]
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    F32
    [2560]
  • blk.6.attn_output.weight
    Q4_0
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    Q4_0
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    Q4_0
    [2560, 2560]
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    Q4_0
    [6912, 2560]
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    Q4_0
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  • blk.6.ffn_norm.bias
    F32
    [2560]
  • blk.6.ffn_norm.weight
    F32
    [2560]
  • blk.6.ffn_up.weight
    Q4_0
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    Q4_0
    [2560, 2560]
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    F32
    [2560]
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    F32
    [2560]
  • blk.7.attn_output.weight
    Q4_0
    [2560, 2560]
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    Q4_0
    [2560, 2560]
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    Q4_0
    [2560, 2560]
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    Q4_0
    [6912, 2560]
  • blk.7.ffn_gate.weight
    Q4_0
    [2560, 6912]
  • blk.7.ffn_norm.bias
    F32
    [2560]
  • blk.7.ffn_norm.weight
    F32
    [2560]
  • blk.7.ffn_up.weight
    Q4_0
    [2560, 6912]
    • blk.8
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    Q4_0
    [2560, 2560]
  • blk.8.attn_norm.bias
    F32
    [2560]
  • blk.8.attn_norm.weight
    F32
    [2560]
  • blk.8.attn_output.weight
    Q4_0
    [2560, 2560]
  • blk.8.attn_q.weight
    Q4_0
    [2560, 2560]
  • blk.8.attn_v.weight
    Q4_0
    [2560, 2560]
  • blk.8.ffn_down.weight
    Q4_0
    [6912, 2560]
  • blk.8.ffn_gate.weight
    Q4_0
    [2560, 6912]
  • blk.8.ffn_norm.bias
    F32
    [2560]
  • blk.8.ffn_norm.weight
    F32
    [2560]
  • blk.8.ffn_up.weight
    Q4_0
    [2560, 6912]
    • blk.9
  • blk.9.attn_k.weight
    Q4_0
    [2560, 2560]
  • blk.9.attn_norm.bias
    F32
    [2560]
  • blk.9.attn_norm.weight
    F32
    [2560]
  • blk.9.attn_output.weight
    Q4_0
    [2560, 2560]
  • blk.9.attn_q.weight
    Q4_0
    [2560, 2560]
  • blk.9.attn_v.weight
    Q4_0
    [2560, 2560]
  • blk.9.ffn_down.weight
    Q4_0
    [6912, 2560]
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    Q4_0
    [2560, 6912]
  • blk.9.ffn_norm.bias
    F32
    [2560]
  • blk.9.ffn_norm.weight
    F32
    [2560]
  • blk.9.ffn_up.weight
    Q4_0
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    Q4_0
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    F32
    [2560]
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    F32
    [2560]
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    Q4_0
    [2560, 2560]
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    Q4_0
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    Q4_0
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    Q4_0
    [6912, 2560]
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    Q4_0
    [2560, 6912]
  • blk.10.ffn_norm.bias
    F32
    [2560]
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    F32
    [2560]
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    Q4_0
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    Q4_0
    [2560, 2560]
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    F32
    [2560]
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    F32
    [2560]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
    [6912, 2560]
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    Q4_0
    [2560, 6912]
  • blk.11.ffn_norm.bias
    F32
    [2560]
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    F32
    [2560]
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    Q4_0
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    Q4_0
    [2560, 2560]
  • blk.12.attn_norm.bias
    F32
    [2560]
  • blk.12.attn_norm.weight
    F32
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  • blk.12.attn_output.weight
    Q4_0
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    Q4_0
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    Q4_0
    [2560, 2560]
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    Q4_0
    [6912, 2560]
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    Q4_0
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  • blk.12.ffn_norm.bias
    F32
    [2560]
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    F32
    [2560]
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    Q4_0
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    • blk.13
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    Q4_0
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    F32
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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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    F32
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    F32
    [2560]
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    Q4_0
    [2560, 2560]
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    F32
    [2560]
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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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    Q4_0
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    Q4_0
    [2560, 2560]
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    F32
    [2560]
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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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    F32
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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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    Q4_0
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    F32
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    F32
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    F32
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