The IBM Granite 2B and 8B models are designed to support tool-based use cases and support for retrieval augmented generation (RAG), streamlining code generation, translation and bug fixing.

tools 2b 8b

24.4K 7 days ago

f0993b3fe18e · 3.1GB
    Metadata
  • general.architecture
    granite
  • general.basename
    granite-3.0
  • general.file_type
    10
  • general.finetune
    instruct
  • general.license
    apache-2.0
  • general.name
    Granite 3.0 8b Instruct
  • general.quantization_version
    2
  • general.size_label
    8B
  • general.tags
    [language, granite-3.0, text-generation]
  • general.type
    model
  • granite.attention.head_count
    32
  • granite.attention.head_count_kv
    8
  • granite.attention.layer_norm_rms_epsilon
    1e-05
  • granite.attention.scale
    0.0078125
  • granite.block_count
    40
  • granite.context_length
    4096
  • granite.embedding_length
    4096
  • granite.embedding_scale
    12
  • granite.feed_forward_length
    12800
  • granite.logit_scale
    16
  • granite.residual_scale
    0.22
  • granite.rope.dimension_count
    128
  • granite.rope.freq_base
    10000
  • granite.vocab_size
    49155
  • 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
    [<|end_of_text|>, <fim_prefix>, <fim_middle>, <fim_suffix>, <fim_pad>, ...]
  • Tensor
  • Name
    Type
    Shape
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    Q2_K
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  • blk.0.attn_norm.weight
    F32
    [4096]
  • blk.0.attn_output.weight
    Q3_K
    [4096, 4096]
  • blk.0.attn_q.weight
    Q2_K
    [4096, 4096]
  • blk.0.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.0.ffn_down.weight
    Q3_K
    [12800, 4096]
  • blk.0.ffn_gate.weight
    Q2_K
    [4096, 12800]
  • blk.0.ffn_norm.weight
    F32
    [4096]
  • blk.0.ffn_up.weight
    Q2_K
    [4096, 12800]
  • blk.1
  • blk.1.attn_k.weight
    Q2_K
    [4096, 1024]
  • blk.1.attn_norm.weight
    F32
    [4096]
  • blk.1.attn_output.weight
    Q3_K
    [4096, 4096]
  • blk.1.attn_q.weight
    Q2_K
    [4096, 4096]
  • blk.1.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.1.ffn_down.weight
    Q3_K
    [12800, 4096]
  • blk.1.ffn_gate.weight
    Q2_K
    [4096, 12800]
  • blk.1.ffn_norm.weight
    F32
    [4096]
  • blk.1.ffn_up.weight
    Q2_K
    [4096, 12800]
  • blk.2
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    Q2_K
    [4096, 1024]
  • blk.2.attn_norm.weight
    F32
    [4096]
  • blk.2.attn_output.weight
    Q3_K
    [4096, 4096]
  • blk.2.attn_q.weight
    Q2_K
    [4096, 4096]
  • blk.2.attn_v.weight
    Q4_K
    [4096, 1024]
  • blk.2.ffn_down.weight
    Q3_K
    [12800, 4096]
  • blk.2.ffn_gate.weight
    Q2_K
    [4096, 12800]
  • blk.2.ffn_norm.weight
    F32
    [4096]
  • blk.2.ffn_up.weight
    Q2_K
    [4096, 12800]
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    Q2_K
    [4096, 1024]
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    F32
    [4096]
  • blk.3.attn_output.weight
    Q3_K
    [4096, 4096]
  • blk.3.attn_q.weight
    Q2_K
    [4096, 4096]
  • blk.3.attn_v.weight
    Q4_K
    [4096, 1024]
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    Q3_K
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    Q2_K
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  • blk.3.ffn_norm.weight
    F32
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  • blk.3.ffn_up.weight
    Q2_K
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    Q2_K
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    F32
    [4096]
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    Q3_K
    [4096, 4096]
  • blk.4.attn_q.weight
    Q2_K
    [4096, 4096]
  • blk.4.attn_v.weight
    Q4_K
    [4096, 1024]
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    Q3_K
    [12800, 4096]
  • blk.4.ffn_gate.weight
    Q2_K
    [4096, 12800]
  • blk.4.ffn_norm.weight
    F32
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  • blk.4.ffn_up.weight
    Q2_K
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    Q2_K
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    F32
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    Q3_K
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  • blk.5.attn_q.weight
    Q2_K
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    Q4_K
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    Q3_K
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    Q2_K
    [4096, 12800]
  • blk.5.ffn_norm.weight
    F32
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    Q2_K
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    Q2_K
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    F32
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    Q3_K
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    Q2_K
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    Q4_K
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    Q3_K
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    Q2_K
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  • blk.6.ffn_norm.weight
    F32
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    Q3_K
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    Q2_K
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    Q4_K
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    Q2_K
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    Q4_K
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    Q3_K
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    Q2_K
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  • blk.8.ffn_norm.weight
    F32
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    Q3_K
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    Q2_K
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    Q4_K
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    Q3_K
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    Q2_K
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  • blk.9.ffn_norm.weight
    F32
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    Q3_K
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  • blk.10.attn_q.weight
    Q2_K
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    Q4_K
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    Q2_K
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    F32
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    Q3_K
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    Q2_K
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    Q3_K
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    F32
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    Q2_K
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    Q2_K
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    F32
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    Q3_K
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    Q2_K
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    Q3_K
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    F32
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    Q2_K
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    Q2_K
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    F32
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    Q3_K
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    Q2_K
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    Q3_K
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    F32
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    Q2_K
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    F32
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    Q3_K
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    F32
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    Q2_K
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    F32
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    Q3_K
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    F32
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    Q2_K
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    F32
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    Q3_K
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    F32
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    Q3_K
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    F32
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