granite-code

A family of open foundation models by IBM for Code Intelligence

3b 8b 20b 34b

157.3K 2 months ago

162 Tags
... /
model
b2cfe4b519e3 · 12GB
    Metadata
  • general.architecture
    starcoder
  • general.base_model.0.name
    Granite 20b Code Base 8k
  • general.base_model.0.organization
    Ibm Granite
  • general.base_model.0.repo_url
    https://huggingface.co/ibm-granite/granite-20b-code-base-8k
  • general.base_model.count
    1
  • general.basename
    granite
  • general.datasets
    [bigcode/commitpackft, TIGER-Lab/MathInstruct, meta-math/MetaMathQA, glaiveai/glaive-code-assistant-v3, glaive-function-calling-v2, ...]
  • general.file_type
    14
  • general.finetune
    code-instruct-8k
  • general.license
    apache-2.0
  • general.name
    Granite 20b Code Instruct 8k
  • general.quantization_version
    2
  • general.size_label
    20B
  • general.tags
    [code, granite, text-generation]
  • general.type
    model
  • starcoder.attention.head_count
    48
  • starcoder.attention.head_count_kv
    1
  • starcoder.attention.layer_norm_epsilon
    1e-05
  • starcoder.block_count
    52
  • starcoder.context_length
    8192
  • starcoder.embedding_length
    6144
  • starcoder.feed_forward_length
    24576
  • 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
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    Q6_K
    [6144, 49152]
    • blk.0
  • 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_K
    [6144, 6144]
  • blk.0.attn_qkv.bias
    F32
    [6400]
  • blk.0.attn_qkv.weight
    Q4_K
    [6144, 6400]
  • blk.0.ffn_down.bias
    F32
    [6144]
  • blk.0.ffn_down.weight
    Q5_K
    [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_K
    [6144, 24576]
    • blk.1
  • 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_K
    [6144, 6144]
  • blk.1.attn_qkv.bias
    F32
    [6400]
  • blk.1.attn_qkv.weight
    Q4_K
    [6144, 6400]
  • blk.1.ffn_down.bias
    F32
    [6144]
  • blk.1.ffn_down.weight
    Q5_K
    [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_K
    [6144, 24576]
    • blk.2
  • 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_K
    [6144, 6144]
  • blk.2.attn_qkv.bias
    F32
    [6400]
  • blk.2.attn_qkv.weight
    Q4_K
    [6144, 6400]
  • blk.2.ffn_down.bias
    F32
    [6144]
  • blk.2.ffn_down.weight
    Q5_K
    [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_K
    [6144, 24576]
    • blk.3
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    F32
    [6144]
  • blk.3.attn_norm.weight
    F32
    [6144]
  • blk.3.attn_output.bias
    F32
    [6144]
  • blk.3.attn_output.weight
    Q4_K
    [6144, 6144]
  • blk.3.attn_qkv.bias
    F32
    [6400]
  • blk.3.attn_qkv.weight
    Q4_K
    [6144, 6400]
  • blk.3.ffn_down.bias
    F32
    [6144]
  • blk.3.ffn_down.weight
    Q5_K
    [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_K
    [6144, 24576]
    • blk.4
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    F32
    [6144]
  • blk.4.attn_norm.weight
    F32
    [6144]
  • blk.4.attn_output.bias
    F32
    [6144]
  • blk.4.attn_output.weight
    Q4_K
    [6144, 6144]
  • blk.4.attn_qkv.bias
    F32
    [6400]
  • blk.4.attn_qkv.weight
    Q4_K
    [6144, 6400]
  • blk.4.ffn_down.bias
    F32
    [6144]
  • blk.4.ffn_down.weight
    Q5_K
    [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_K
    [6144, 24576]
    • blk.5
  • blk.5.attn_norm.bias
    F32
    [6144]
  • blk.5.attn_norm.weight
    F32
    [6144]
  • blk.5.attn_output.bias
    F32
    [6144]
  • blk.5.attn_output.weight
    Q4_K
    [6144, 6144]
  • blk.5.attn_qkv.bias
    F32
    [6400]
  • blk.5.attn_qkv.weight
    Q4_K
    [6144, 6400]
  • blk.5.ffn_down.bias
    F32
    [6144]
  • blk.5.ffn_down.weight
    Q4_K
    [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_K
    [6144, 24576]
    • blk.6
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    F32
    [6144]
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    F32
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    F32
    [6144]
  • blk.6.attn_output.weight
    Q4_K
    [6144, 6144]
  • blk.6.attn_qkv.bias
    F32
    [6400]
  • blk.6.attn_qkv.weight
    Q4_K
    [6144, 6400]
  • blk.6.ffn_down.bias
    F32
    [6144]
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    Q4_K
    [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_K
    [6144, 24576]
    • blk.7
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    F32
    [6144]
  • blk.7.attn_norm.weight
    F32
    [6144]
  • blk.7.attn_output.bias
    F32
    [6144]
  • blk.7.attn_output.weight
    Q4_K
    [6144, 6144]
  • blk.7.attn_qkv.bias
    F32
    [6400]
  • blk.7.attn_qkv.weight
    Q4_K
    [6144, 6400]
  • blk.7.ffn_down.bias
    F32
    [6144]
  • blk.7.ffn_down.weight
    Q4_K
    [24576, 6144]
  • blk.7.ffn_norm.bias
    F32
    [6144]
  • blk.7.ffn_norm.weight
    F32
    [6144]
  • blk.7.ffn_up.bias
    F32
    [24576]
  • blk.7.ffn_up.weight
    Q4_K
    [6144, 24576]
    • blk.8
  • blk.8.attn_norm.bias
    F32
    [6144]
  • blk.8.attn_norm.weight
    F32
    [6144]
  • blk.8.attn_output.bias
    F32
    [6144]
  • blk.8.attn_output.weight
    Q4_K
    [6144, 6144]
  • blk.8.attn_qkv.bias
    F32
    [6400]
  • blk.8.attn_qkv.weight
    Q4_K
    [6144, 6400]
  • blk.8.ffn_down.bias
    F32
    [6144]
  • blk.8.ffn_down.weight
    Q4_K
    [24576, 6144]
  • blk.8.ffn_norm.bias
    F32
    [6144]
  • blk.8.ffn_norm.weight
    F32
    [6144]
  • blk.8.ffn_up.bias
    F32
    [24576]
  • blk.8.ffn_up.weight
    Q4_K
    [6144, 24576]
    • blk.9
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    F32
    [6144]
  • blk.9.attn_norm.weight
    F32
    [6144]
  • blk.9.attn_output.bias
    F32
    [6144]
  • blk.9.attn_output.weight
    Q4_K
    [6144, 6144]
  • blk.9.attn_qkv.bias
    F32
    [6400]
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    Q4_K
    [6144, 6400]
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    F32
    [6144]
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    Q4_K
    [24576, 6144]
  • blk.9.ffn_norm.bias
    F32
    [6144]
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    F32
    [6144]
  • blk.9.ffn_up.bias
    F32
    [24576]
  • blk.9.ffn_up.weight
    Q4_K
    [6144, 24576]
    • blk.10
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    F32
    [6144]
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    F32
    [6144]
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    F32
    [6144]
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    Q4_K
    [6144, 6144]
  • blk.10.attn_qkv.bias
    F32
    [6400]
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    Q4_K
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    F32
    [6144]
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    Q5_K
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    F32
    [6144]
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    F32
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    F32
    [24576]
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    Q4_K
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    • blk.11
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    F32
    [6144]
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    F32
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    F32
    [6144]
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    Q4_K
    [6144, 6144]
  • blk.11.attn_qkv.bias
    F32
    [6400]
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    Q4_K
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    F32
    [6144]
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    Q4_K
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    F32
    [6144]
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    F32
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  • blk.11.ffn_up.bias
    F32
    [24576]
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    Q4_K
    [6144, 24576]
    • blk.12
  • blk.12.attn_norm.bias
    F32
    [6144]
  • blk.12.attn_norm.weight
    F32
    [6144]
  • blk.12.attn_output.bias
    F32
    [6144]
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    Q4_K
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  • blk.12.attn_qkv.bias
    F32
    [6400]
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    Q4_K
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    F32
    [6144]
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    Q4_K
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    F32
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    F32
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  • blk.12.ffn_up.bias
    F32
    [24576]
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    Q4_K
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    F32
    [6144]
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    F32
    [6144]
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    F32
    [6144]
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    Q4_K
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    F32
    [6400]
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    Q4_K
    [6144, 6400]
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    F32
    [6144]
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    Q4_K
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    F32
    [6144]
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    F32
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    F32
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    Q4_K
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    F32
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    F32
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    F32
    [6144]
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    Q4_K
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    F32
    [6400]
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    Q4_K
    [6144, 6400]
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    F32
    [6144]
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    Q4_K
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    F32
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    F32
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  • blk.14.ffn_up.bias
    F32
    [24576]
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    Q4_K
    [6144, 24576]
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    F32
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    F32
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    F32
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    F32
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    F32
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    Q4_K
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    F32
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    F32
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    Q4_K
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    F32
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    Q4_K
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    F32
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    Q4_K
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    F32
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    F32
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    Q4_K
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    F32
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    Q4_K
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    F32
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    F32
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    Q4_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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    Q4_K
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    F32
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    Q4_K
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    F32
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    F32
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    Q4_K
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    F32
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    Q4_K
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    F32
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    Q4_K
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    F32
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