CodeGemma is a collection of powerful, lightweight models that can perform a variety of coding tasks like fill-in-the-middle code completion, code generation, natural language understanding, mathematical reasoning, and instruction following.

2B 7B

163.8K Pulls Updated 2 months ago

85 Tags

392f2ba7a9be · 5.0GB
  • version
    3
  • parameters
    8.54B
  • Metadata
  • gemma.attention.head_count
    16
  • gemma.attention.head_count_kv
    16
  • gemma.attention.key_length
    256
  • gemma.attention.layer_norm_rms_epsilon
    1e-06
  • gemma.attention.value_length
    256
  • gemma.block_count
    28
  • gemma.context_length
    8192
  • gemma.embedding_length
    3072
  • gemma.feed_forward_length
    24576
  • general.architecture
    gemma
  • general.file_type
    Q4_0
  • general.name
    codegemma-1.1-7b-it
  • general.quantization_version
    2
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    2
  • tokenizer.ggml.eos_token_id
    1
  • tokenizer.ggml.eot_token_id
    107
  • tokenizer.ggml.middle_token_id
    68
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.prefix_token_id
    67
  • tokenizer.ggml.scores
    [0 0 0 0 0 ...]
  • tokenizer.ggml.suffix_token_id
    69
  • tokenizer.ggml.token_type
    [3 3 3 2 1 ...]
  • tokenizer.ggml.tokens
    [<pad> <eos> <bos> <unk> <mask> ...]
  • Tensors
  • Name
    Type
    Shape
  • blk.0
  • blk.0.attn_norm.weight
    F32
    [3072]
  • blk.0.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.0.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.0.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.0.ffn_norm.weight
    F32
    [3072]
  • blk.0.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.0.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.0.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.0.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.1
  • blk.1.attn_norm.weight
    F32
    [3072]
  • blk.1.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.1.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.1.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.1.ffn_norm.weight
    F32
    [3072]
  • blk.1.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.1.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.1.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.1.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.2
  • blk.2.attn_norm.weight
    F32
    [3072]
  • blk.2.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.2.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.2.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.2.ffn_norm.weight
    F32
    [3072]
  • blk.2.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.2.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.2.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.2.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.3
  • blk.3.attn_norm.weight
    F32
    [3072]
  • blk.3.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.3.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.3.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.3.ffn_norm.weight
    F32
    [3072]
  • blk.3.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.3.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.3.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.3.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.4
  • blk.4.attn_norm.weight
    F32
    [3072]
  • blk.4.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.4.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.4.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.4.ffn_norm.weight
    F32
    [3072]
  • blk.4.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.4.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.4.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.4.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.5
  • blk.5.attn_norm.weight
    F32
    [3072]
  • blk.5.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.5.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.5.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.5.ffn_norm.weight
    F32
    [3072]
  • blk.5.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.5.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.5.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.5.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.6
  • blk.6.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.6.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.6.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.6.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.6.attn_norm.weight
    F32
    [3072]
  • blk.6.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.6.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.6.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.6.ffn_norm.weight
    F32
    [3072]
  • blk.7
  • blk.7.attn_norm.weight
    F32
    [3072]
  • blk.7.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.7.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.7.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.7.ffn_norm.weight
    F32
    [3072]
  • blk.7.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.7.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.7.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.7.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.8
  • blk.8.attn_norm.weight
    F32
    [3072]
  • blk.8.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.8.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.8.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.8.ffn_norm.weight
    F32
    [3072]
  • blk.8.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.8.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.8.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.8.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.9
  • blk.9.attn_norm.weight
    F32
    [3072]
  • blk.9.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.9.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.9.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.9.ffn_norm.weight
    F32
    [3072]
  • blk.9.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.9.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.9.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.9.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.10
  • blk.10.attn_norm.weight
    F32
    [3072]
  • blk.10.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.10.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.10.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.10.ffn_norm.weight
    F32
    [3072]
  • blk.10.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.10.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.10.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.10.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.11
  • blk.11.attn_norm.weight
    F32
    [3072]
  • blk.11.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.11.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.11.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.11.ffn_norm.weight
    F32
    [3072]
  • blk.11.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.11.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.11.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.11.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.12
  • blk.12.attn_norm.weight
    F32
    [3072]
  • blk.12.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.12.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.12.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.12.ffn_norm.weight
    F32
    [3072]
  • blk.12.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.12.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.12.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.12.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.13
  • blk.13.attn_norm.weight
    F32
    [3072]
  • blk.13.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.13.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.13.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.13.ffn_norm.weight
    F32
    [3072]
  • blk.13.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.13.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.13.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.13.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.14
  • blk.14.attn_norm.weight
    F32
    [3072]
  • blk.14.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.14.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.14.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.14.ffn_norm.weight
    F32
    [3072]
  • blk.14.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.14.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.14.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.14.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.15
  • blk.15.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.15.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.15.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.15.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.15.attn_norm.weight
    F32
    [3072]
  • blk.15.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.15.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.15.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.15.ffn_norm.weight
    F32
    [3072]
  • blk.16
  • blk.16.attn_norm.weight
    F32
    [3072]
  • blk.16.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.16.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.16.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.16.ffn_norm.weight
    F32
    [3072]
  • blk.16.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.16.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.16.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.16.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.17
  • blk.17.attn_norm.weight
    F32
    [3072]
  • blk.17.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.17.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.17.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.17.ffn_norm.weight
    F32
    [3072]
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    Q4_0
    [3072 4096]
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    Q4_0
    [4096 3072]
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    Q4_0
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    Q4_0
    [3072 4096]
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  • blk.18.attn_norm.weight
    F32
    [3072]
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    Q4_0
    [24576 3072]
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    Q4_0
    [3072 24576]
  • blk.18.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.18.ffn_norm.weight
    F32
    [3072]
  • blk.18.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.18.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.18.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.18.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.19
  • blk.19.attn_norm.weight
    F32
    [3072]
  • blk.19.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.19.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.19.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.19.ffn_norm.weight
    F32
    [3072]
  • blk.19.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.19.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.19.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.19.attn_v.weight
    Q4_0
    [3072 4096]
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  • blk.20.attn_norm.weight
    F32
    [3072]
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    Q4_0
    [24576 3072]
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    Q4_0
    [3072 24576]
  • blk.20.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.20.ffn_norm.weight
    F32
    [3072]
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    Q4_0
    [3072 4096]
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    Q4_0
    [4096 3072]
  • blk.20.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.20.attn_v.weight
    Q4_0
    [3072 4096]
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  • blk.21.attn_norm.weight
    F32
    [3072]
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    Q4_0
    [24576 3072]
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    Q4_0
    [3072 24576]
  • blk.21.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.21.ffn_norm.weight
    F32
    [3072]
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    Q4_0
    [3072 4096]
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    Q4_0
    [4096 3072]
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    Q4_0
    [3072 4096]
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    Q4_0
    [3072 4096]
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  • blk.22.attn_norm.weight
    F32
    [3072]
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    Q4_0
    [24576 3072]
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    Q4_0
    [3072 24576]
  • blk.22.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.22.ffn_norm.weight
    F32
    [3072]
  • blk.22.attn_k.weight
    Q4_0
    [3072 4096]
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    Q4_0
    [4096 3072]
  • blk.22.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.22.attn_v.weight
    Q4_0
    [3072 4096]
  • blk.23
  • blk.23.attn_norm.weight
    F32
    [3072]
  • blk.23.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.23.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.23.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.23.ffn_norm.weight
    F32
    [3072]
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    Q4_0
    [3072 4096]
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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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    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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    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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    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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    Q4_0
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    Q4_0
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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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  • blk.27
  • blk.27.attn_norm.weight
    F32
    [3072]
  • blk.27.ffn_down.weight
    Q4_0
    [24576 3072]
  • blk.27.ffn_gate.weight
    Q4_0
    [3072 24576]
  • blk.27.ffn_up.weight
    Q4_0
    [3072 24576]
  • blk.27.ffn_norm.weight
    F32
    [3072]
  • blk.27.attn_k.weight
    Q4_0
    [3072 4096]
  • blk.27.attn_output.weight
    Q4_0
    [4096 3072]
  • blk.27.attn_q.weight
    Q4_0
    [3072 4096]
  • blk.27.attn_v.weight
    Q4_0
    [3072 4096]