A family of open foundation models by IBM for Code Intelligence

3B 8B

48.7K Pulls Updated 5 weeks ago

138 Tags

02ab8cd2f514 · 2.0GB
  • version
    3
  • parameters
    3.48B
  • Metadata
  • general.architecture
    llama
  • general.file_type
    Q4_0
  • general.name
    granite-3b-code-instruct
  • general.quantization_version
    2
  • llama.attention.head_count
    32
  • llama.attention.head_count_kv
    32
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    32
  • llama.context_length
    2048
  • llama.embedding_length
    2560
  • llama.feed_forward_length
    10240
  • llama.rope.dimension_count
    80
  • llama.rope.freq_base
    10000
  • llama.vocab_size
    49152
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_space_prefix
    false
  • 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.padding_token_id
    0
  • tokenizer.ggml.pre
    refact
  • 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
  • Tensors
  • Name
    Type
    Shape
  • blk.0
  • blk.0.attn_norm.weight
    F32
    [2560]
  • blk.0.ffn_down.bias
    F32
    [2560]
  • blk.0.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.0.ffn_gate.bias
    F32
    [10240]
  • blk.0.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.0.ffn_up.bias
    F32
    [10240]
  • blk.0.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.0.ffn_norm.weight
    F32
    [2560]
  • blk.0.attn_k.bias
    F32
    [2560]
  • blk.0.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.0.attn_output.bias
    F32
    [2560]
  • blk.0.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.0.attn_q.bias
    F32
    [2560]
  • blk.0.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.0.attn_v.bias
    F32
    [2560]
  • blk.0.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.1
  • blk.1.attn_norm.weight
    F32
    [2560]
  • blk.1.ffn_down.bias
    F32
    [2560]
  • blk.1.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.1.ffn_gate.bias
    F32
    [10240]
  • blk.1.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.1.ffn_up.bias
    F32
    [10240]
  • blk.1.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.1.ffn_norm.weight
    F32
    [2560]
  • blk.1.attn_k.bias
    F32
    [2560]
  • blk.1.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.1.attn_output.bias
    F32
    [2560]
  • blk.1.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.1.attn_q.bias
    F32
    [2560]
  • blk.1.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.1.attn_v.bias
    F32
    [2560]
  • blk.1.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.2
  • blk.2.attn_norm.weight
    F32
    [2560]
  • blk.2.ffn_down.bias
    F32
    [2560]
  • blk.2.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.2.ffn_gate.bias
    F32
    [10240]
  • blk.2.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.2.ffn_up.bias
    F32
    [10240]
  • blk.2.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.2.ffn_norm.weight
    F32
    [2560]
  • blk.2.attn_k.bias
    F32
    [2560]
  • blk.2.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.2.attn_output.bias
    F32
    [2560]
  • blk.2.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.2.attn_q.bias
    F32
    [2560]
  • blk.2.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.2.attn_v.bias
    F32
    [2560]
  • blk.2.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.3
  • blk.3.attn_norm.weight
    F32
    [2560]
  • blk.3.ffn_down.bias
    F32
    [2560]
  • blk.3.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.3.ffn_gate.bias
    F32
    [10240]
  • blk.3.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.3.ffn_up.bias
    F32
    [10240]
  • blk.3.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.3.ffn_norm.weight
    F32
    [2560]
  • blk.3.attn_k.bias
    F32
    [2560]
  • blk.3.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.3.attn_output.bias
    F32
    [2560]
  • blk.3.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.3.attn_q.bias
    F32
    [2560]
  • blk.3.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.3.attn_v.bias
    F32
    [2560]
  • blk.3.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.4
  • blk.4.attn_norm.weight
    F32
    [2560]
  • blk.4.ffn_down.bias
    F32
    [2560]
  • blk.4.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.4.ffn_gate.bias
    F32
    [10240]
  • blk.4.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.4.ffn_up.bias
    F32
    [10240]
  • blk.4.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.4.ffn_norm.weight
    F32
    [2560]
  • blk.4.attn_k.bias
    F32
    [2560]
  • blk.4.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.4.attn_output.bias
    F32
    [2560]
  • blk.4.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.4.attn_q.bias
    F32
    [2560]
  • blk.4.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.4.attn_v.bias
    F32
    [2560]
  • blk.4.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.5
  • blk.5.attn_norm.weight
    F32
    [2560]
  • blk.5.ffn_down.bias
    F32
    [2560]
  • blk.5.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.5.ffn_gate.bias
    F32
    [10240]
  • blk.5.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.5.ffn_up.bias
    F32
    [10240]
  • blk.5.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.5.ffn_norm.weight
    F32
    [2560]
  • blk.5.attn_k.bias
    F32
    [2560]
  • blk.5.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.5.attn_output.bias
    F32
    [2560]
  • blk.5.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.5.attn_q.bias
    F32
    [2560]
  • blk.5.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.5.attn_v.bias
    F32
    [2560]
  • blk.5.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.6
  • blk.6.attn_norm.weight
    F32
    [2560]
  • blk.6.ffn_down.bias
    F32
    [2560]
  • blk.6.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.6.ffn_gate.bias
    F32
    [10240]
  • blk.6.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.6.ffn_up.bias
    F32
    [10240]
  • blk.6.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.6.ffn_norm.weight
    F32
    [2560]
  • blk.6.attn_k.bias
    F32
    [2560]
  • blk.6.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.6.attn_output.bias
    F32
    [2560]
  • blk.6.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.6.attn_q.bias
    F32
    [2560]
  • blk.6.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.6.attn_v.bias
    F32
    [2560]
  • blk.6.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.7
  • blk.7.attn_norm.weight
    F32
    [2560]
  • blk.7.ffn_down.bias
    F32
    [2560]
  • blk.7.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.7.ffn_gate.bias
    F32
    [10240]
  • blk.7.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.7.ffn_up.bias
    F32
    [10240]
  • blk.7.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.7.ffn_norm.weight
    F32
    [2560]
  • blk.7.attn_k.bias
    F32
    [2560]
  • blk.7.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.7.attn_output.bias
    F32
    [2560]
  • blk.7.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.7.attn_q.bias
    F32
    [2560]
  • blk.7.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.7.attn_v.bias
    F32
    [2560]
  • blk.7.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.8
  • blk.8.attn_norm.weight
    F32
    [2560]
  • blk.8.ffn_down.bias
    F32
    [2560]
  • blk.8.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.8.ffn_gate.bias
    F32
    [10240]
  • blk.8.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.8.ffn_up.bias
    F32
    [10240]
  • blk.8.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.8.ffn_norm.weight
    F32
    [2560]
  • blk.8.attn_k.bias
    F32
    [2560]
  • blk.8.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.8.attn_output.bias
    F32
    [2560]
  • blk.8.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.8.attn_q.bias
    F32
    [2560]
  • blk.8.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.8.attn_v.bias
    F32
    [2560]
  • blk.8.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.9
  • blk.9.attn_norm.weight
    F32
    [2560]
  • blk.9.ffn_down.bias
    F32
    [2560]
  • blk.9.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.9.ffn_gate.bias
    F32
    [10240]
  • blk.9.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.9.ffn_up.bias
    F32
    [10240]
  • blk.9.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.9.ffn_norm.weight
    F32
    [2560]
  • blk.9.attn_k.bias
    F32
    [2560]
  • blk.9.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.9.attn_output.bias
    F32
    [2560]
  • blk.9.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.9.attn_q.bias
    F32
    [2560]
  • blk.9.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.9.attn_v.bias
    F32
    [2560]
  • blk.9.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.10
  • blk.10.attn_norm.weight
    F32
    [2560]
  • blk.10.ffn_down.bias
    F32
    [2560]
  • blk.10.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.10.ffn_gate.bias
    F32
    [10240]
  • blk.10.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.10.ffn_up.bias
    F32
    [10240]
  • blk.10.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.10.ffn_norm.weight
    F32
    [2560]
  • blk.10.attn_k.bias
    F32
    [2560]
  • blk.10.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.10.attn_output.bias
    F32
    [2560]
  • blk.10.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.10.attn_q.bias
    F32
    [2560]
  • blk.10.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.10.attn_v.bias
    F32
    [2560]
  • blk.10.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.11
  • blk.11.attn_norm.weight
    F32
    [2560]
  • blk.11.ffn_down.bias
    F32
    [2560]
  • blk.11.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.11.ffn_gate.bias
    F32
    [10240]
  • blk.11.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.11.ffn_up.bias
    F32
    [10240]
  • blk.11.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.11.ffn_norm.weight
    F32
    [2560]
  • blk.11.attn_k.bias
    F32
    [2560]
  • blk.11.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.11.attn_output.bias
    F32
    [2560]
  • blk.11.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.11.attn_q.bias
    F32
    [2560]
  • blk.11.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.11.attn_v.bias
    F32
    [2560]
  • blk.11.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.12
  • blk.12.attn_norm.weight
    F32
    [2560]
  • blk.12.ffn_down.bias
    F32
    [2560]
  • blk.12.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.12.ffn_gate.bias
    F32
    [10240]
  • blk.12.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.12.ffn_up.bias
    F32
    [10240]
  • blk.12.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.12.ffn_norm.weight
    F32
    [2560]
  • blk.12.attn_k.bias
    F32
    [2560]
  • blk.12.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.12.attn_output.bias
    F32
    [2560]
  • blk.12.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.12.attn_q.bias
    F32
    [2560]
  • blk.12.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.12.attn_v.bias
    F32
    [2560]
  • blk.12.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.13
  • blk.13.attn_norm.weight
    F32
    [2560]
  • blk.13.ffn_down.bias
    F32
    [2560]
  • blk.13.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.13.ffn_gate.bias
    F32
    [10240]
  • blk.13.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.13.ffn_up.bias
    F32
    [10240]
  • blk.13.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.13.ffn_norm.weight
    F32
    [2560]
  • blk.13.attn_k.bias
    F32
    [2560]
  • blk.13.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.13.attn_output.bias
    F32
    [2560]
  • blk.13.attn_output.weight
    Q4_0
    [2560 2560]
  • blk.13.attn_q.bias
    F32
    [2560]
  • blk.13.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.13.attn_v.bias
    F32
    [2560]
  • blk.13.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.14
  • blk.14.attn_norm.weight
    F32
    [2560]
  • blk.14.ffn_down.bias
    F32
    [2560]
  • blk.14.ffn_down.weight
    Q4_0
    [10240 2560]
  • blk.14.ffn_gate.bias
    F32
    [10240]
  • blk.14.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.14.ffn_up.bias
    F32
    [10240]
  • blk.14.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.14.ffn_norm.weight
    F32
    [2560]
  • blk.14.attn_k.bias
    F32
    [2560]
  • blk.14.attn_k.weight
    Q4_0
    [2560 2560]
  • blk.14.attn_output.bias
    F32
    [2560]
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    Q4_0
    [2560 2560]
  • blk.14.attn_q.bias
    F32
    [2560]
  • blk.14.attn_q.weight
    Q4_0
    [2560 2560]
  • blk.14.attn_v.bias
    F32
    [2560]
  • blk.14.attn_v.weight
    Q4_0
    [2560 2560]
  • blk.15
  • blk.15.attn_norm.weight
    F32
    [2560]
  • blk.15.ffn_down.bias
    F32
    [2560]
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    Q4_0
    [10240 2560]
  • blk.15.ffn_gate.bias
    F32
    [10240]
  • blk.15.ffn_gate.weight
    Q4_0
    [2560 10240]
  • blk.15.ffn_up.bias
    F32
    [10240]
  • blk.15.ffn_up.weight
    Q4_0
    [2560 10240]
  • blk.15.ffn_norm.weight
    F32
    [2560]
  • blk.15.attn_k.bias
    F32
    [2560]
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    Q4_0
    [2560 2560]
  • blk.15.attn_output.bias
    F32
    [2560]
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    Q4_0
    [2560 2560]
  • blk.15.attn_q.bias
    F32
    [2560]
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    Q4_0
    [2560 2560]
  • blk.15.attn_v.bias
    F32
    [2560]
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    Q4_0
    [2560 2560]
  • blk.16
  • blk.16.attn_norm.weight
    F32
    [2560]
  • blk.16.ffn_down.bias
    F32
    [2560]
  • blk.16.ffn_down.weight
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