granite-code

A family of open foundation models by IBM for Code Intelligence

3b 8b 20b 34b

157.8K 2 months ago

162 Tags
... /
model
bf481f838ba0 · 4.6GB
    Metadata
  • general.architecture
    llama
  • 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
    2
  • general.finetune
    code-instruct-128k
  • general.license
    apache-2.0
  • general.name
    Granite 8b Code Instruct 128k
  • general.quantization_version
    2
  • general.size_label
    8B
  • general.tags
    [code, granite, text-generation]
  • general.type
    model
  • llama.attention.head_count
    32
  • llama.attention.head_count_kv
    8
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    36
  • llama.context_length
    128000
  • llama.embedding_length
    4096
  • llama.feed_forward_length
    14336
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    1e+07
  • 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
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    Q6_K
    [4096, 49152]
    • blk.0
  • blk.0.attn_k.bias
    F32
    [1024]
  • blk.0.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.0.attn_norm.weight
    F32
    [4096]
  • blk.0.attn_output.bias
    F32
    [4096]
  • blk.0.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.0.attn_q.bias
    F32
    [4096]
  • blk.0.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.0.attn_v.bias
    F32
    [1024]
  • blk.0.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.0.ffn_down.bias
    F32
    [4096]
  • blk.0.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.0.ffn_gate.bias
    F32
    [14336]
  • blk.0.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_norm.weight
    F32
    [4096]
  • blk.0.ffn_up.bias
    F32
    [14336]
  • blk.0.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.1
  • blk.1.attn_k.bias
    F32
    [1024]
  • blk.1.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.1.attn_norm.weight
    F32
    [4096]
  • blk.1.attn_output.bias
    F32
    [4096]
  • blk.1.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.1.attn_q.bias
    F32
    [4096]
  • blk.1.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.1.attn_v.bias
    F32
    [1024]
  • blk.1.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.1.ffn_down.bias
    F32
    [4096]
  • blk.1.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.1.ffn_gate.bias
    F32
    [14336]
  • blk.1.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_norm.weight
    F32
    [4096]
  • blk.1.ffn_up.bias
    F32
    [14336]
  • blk.1.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.2
  • blk.2.attn_k.bias
    F32
    [1024]
  • blk.2.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.2.attn_norm.weight
    F32
    [4096]
  • blk.2.attn_output.bias
    F32
    [4096]
  • blk.2.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.2.attn_q.bias
    F32
    [4096]
  • blk.2.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.2.attn_v.bias
    F32
    [1024]
  • blk.2.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.2.ffn_down.bias
    F32
    [4096]
  • blk.2.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.2.ffn_gate.bias
    F32
    [14336]
  • blk.2.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_norm.weight
    F32
    [4096]
  • blk.2.ffn_up.bias
    F32
    [14336]
  • blk.2.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.3
  • blk.3.attn_k.bias
    F32
    [1024]
  • blk.3.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.3.attn_norm.weight
    F32
    [4096]
  • blk.3.attn_output.bias
    F32
    [4096]
  • blk.3.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.3.attn_q.bias
    F32
    [4096]
  • blk.3.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.3.attn_v.bias
    F32
    [1024]
  • blk.3.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.3.ffn_down.bias
    F32
    [4096]
  • blk.3.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.3.ffn_gate.bias
    F32
    [14336]
  • blk.3.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_norm.weight
    F32
    [4096]
  • blk.3.ffn_up.bias
    F32
    [14336]
  • blk.3.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.4
  • blk.4.attn_k.bias
    F32
    [1024]
  • blk.4.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.4.attn_norm.weight
    F32
    [4096]
  • blk.4.attn_output.bias
    F32
    [4096]
  • blk.4.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.4.attn_q.bias
    F32
    [4096]
  • blk.4.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.4.attn_v.bias
    F32
    [1024]
  • blk.4.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.4.ffn_down.bias
    F32
    [4096]
  • blk.4.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.4.ffn_gate.bias
    F32
    [14336]
  • blk.4.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_norm.weight
    F32
    [4096]
  • blk.4.ffn_up.bias
    F32
    [14336]
  • blk.4.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.5
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    F32
    [1024]
  • blk.5.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.5.attn_norm.weight
    F32
    [4096]
  • blk.5.attn_output.bias
    F32
    [4096]
  • blk.5.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.5.attn_q.bias
    F32
    [4096]
  • blk.5.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.5.attn_v.bias
    F32
    [1024]
  • blk.5.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.5.ffn_down.bias
    F32
    [4096]
  • blk.5.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.5.ffn_gate.bias
    F32
    [14336]
  • blk.5.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_norm.weight
    F32
    [4096]
  • blk.5.ffn_up.bias
    F32
    [14336]
  • blk.5.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.6
  • blk.6.attn_k.bias
    F32
    [1024]
  • blk.6.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.6.attn_norm.weight
    F32
    [4096]
  • blk.6.attn_output.bias
    F32
    [4096]
  • blk.6.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.6.attn_q.bias
    F32
    [4096]
  • blk.6.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.6.attn_v.bias
    F32
    [1024]
  • blk.6.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.6.ffn_down.bias
    F32
    [4096]
  • blk.6.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.6.ffn_gate.bias
    F32
    [14336]
  • blk.6.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_norm.weight
    F32
    [4096]
  • blk.6.ffn_up.bias
    F32
    [14336]
  • blk.6.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.7
  • blk.7.attn_k.bias
    F32
    [1024]
  • blk.7.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.7.attn_norm.weight
    F32
    [4096]
  • blk.7.attn_output.bias
    F32
    [4096]
  • blk.7.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.7.attn_q.bias
    F32
    [4096]
  • blk.7.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.7.attn_v.bias
    F32
    [1024]
  • blk.7.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.7.ffn_down.bias
    F32
    [4096]
  • blk.7.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.7.ffn_gate.bias
    F32
    [14336]
  • blk.7.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.7.ffn_norm.weight
    F32
    [4096]
  • blk.7.ffn_up.bias
    F32
    [14336]
  • blk.7.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.8
  • blk.8.attn_k.bias
    F32
    [1024]
  • blk.8.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.8.attn_norm.weight
    F32
    [4096]
  • blk.8.attn_output.bias
    F32
    [4096]
  • blk.8.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.8.attn_q.bias
    F32
    [4096]
  • blk.8.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.8.attn_v.bias
    F32
    [1024]
  • blk.8.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.8.ffn_down.bias
    F32
    [4096]
  • blk.8.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.8.ffn_gate.bias
    F32
    [14336]
  • blk.8.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.8.ffn_norm.weight
    F32
    [4096]
  • blk.8.ffn_up.bias
    F32
    [14336]
  • blk.8.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.9
  • blk.9.attn_k.bias
    F32
    [1024]
  • blk.9.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.9.attn_norm.weight
    F32
    [4096]
  • blk.9.attn_output.bias
    F32
    [4096]
  • blk.9.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.9.attn_q.bias
    F32
    [4096]
  • blk.9.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.9.attn_v.bias
    F32
    [1024]
  • blk.9.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.9.ffn_down.bias
    F32
    [4096]
  • blk.9.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.9.ffn_gate.bias
    F32
    [14336]
  • blk.9.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.9.ffn_norm.weight
    F32
    [4096]
  • blk.9.ffn_up.bias
    F32
    [14336]
  • blk.9.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.10
  • blk.10.attn_k.bias
    F32
    [1024]
  • blk.10.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.10.attn_norm.weight
    F32
    [4096]
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    F32
    [4096]
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    Q4_0
    [4096, 4096]
  • blk.10.attn_q.bias
    F32
    [4096]
  • blk.10.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.10.attn_v.bias
    F32
    [1024]
  • blk.10.attn_v.weight
    Q4_0
    [4096, 1024]
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    F32
    [4096]
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    Q4_0
    [14336, 4096]
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    F32
    [14336]
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    Q4_0
    [4096, 14336]
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    F32
    [4096]
  • blk.10.ffn_up.bias
    F32
    [14336]
  • blk.10.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.11
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    F32
    [1024]
  • blk.11.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.11.attn_norm.weight
    F32
    [4096]
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    F32
    [4096]
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    Q4_0
    [4096, 4096]
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    F32
    [4096]
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    Q4_0
    [4096, 4096]
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    F32
    [1024]
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    Q4_0
    [4096, 1024]
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    F32
    [4096]
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    Q4_0
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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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    • blk.12
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    F32
    [1024]
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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
    [4096]
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    Q4_0
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    F32
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    Q4_0
    [4096, 1024]
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    F32
    [4096]
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    Q4_0
    [14336, 4096]
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    F32
    [14336]
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    Q4_0
    [4096, 14336]
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    F32
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    F32
    [14336]
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    Q4_0
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    F32
    [1024]
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    Q4_0
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    F32
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    F32
    [4096]
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    Q4_0
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    F32
    [4096]
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    Q4_0
    [4096, 4096]
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    F32
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    Q4_0
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    F32
    [4096]
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    Q4_0
    [14336, 4096]
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    F32
    [14336]
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    Q4_0
    [4096, 14336]
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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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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    F32
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    F32
    [14336]
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    Q4_0
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    • blk.15
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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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    Q4_0
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    F32
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    Q4_0
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    F32
    [4096]
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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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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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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_0
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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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    F32
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    Q4_0
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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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    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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    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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    Q4_0
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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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    Q4_0
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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_0
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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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    F32
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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
    [1024]
  • blk.33.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.33.attn_norm.weight
    F32
    [4096]
  • blk.33.attn_output.bias
    F32
    [4096]
  • blk.33.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.33.attn_q.bias
    F32
    [4096]
  • blk.33.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.33.attn_v.bias
    F32
    [1024]
  • blk.33.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.33.ffn_down.bias
    F32
    [4096]
  • blk.33.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.33.ffn_gate.bias
    F32
    [14336]
  • blk.33.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.33.ffn_norm.weight
    F32
    [4096]
  • blk.33.ffn_up.bias
    F32
    [14336]
  • blk.33.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.34
  • blk.34.attn_k.bias
    F32
    [1024]
  • blk.34.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.34.attn_norm.weight
    F32
    [4096]
  • blk.34.attn_output.bias
    F32
    [4096]
  • blk.34.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.34.attn_q.bias
    F32
    [4096]
  • blk.34.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.34.attn_v.bias
    F32
    [1024]
  • blk.34.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.34.ffn_down.bias
    F32
    [4096]
  • blk.34.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.34.ffn_gate.bias
    F32
    [14336]
  • blk.34.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.34.ffn_norm.weight
    F32
    [4096]
  • blk.34.ffn_up.bias
    F32
    [14336]
  • blk.34.ffn_up.weight
    Q4_0
    [4096, 14336]
    • blk.35
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    F32
    [1024]
  • blk.35.attn_k.weight
    Q4_0
    [4096, 1024]
  • blk.35.attn_norm.weight
    F32
    [4096]
  • blk.35.attn_output.bias
    F32
    [4096]
  • blk.35.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.35.attn_q.bias
    F32
    [4096]
  • blk.35.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.35.attn_v.bias
    F32
    [1024]
  • blk.35.attn_v.weight
    Q4_0
    [4096, 1024]
  • blk.35.ffn_down.bias
    F32
    [4096]
  • blk.35.ffn_down.weight
    Q4_0
    [14336, 4096]
  • blk.35.ffn_gate.bias
    F32
    [14336]
  • blk.35.ffn_gate.weight
    Q4_0
    [4096, 14336]
  • blk.35.ffn_norm.weight
    F32
    [4096]
  • blk.35.ffn_up.bias
    F32
    [14336]
  • blk.35.ffn_up.weight
    Q4_0
    [4096, 14336]
  • output_norm.weight
    F32
    [4096]