solar-pro

Solar Pro Preview: an advanced large language model (LLM) with 22 billion parameters designed to fit into a single GPU

22b

20.5K 7 weeks ago

18 Tags
... /
model
b42ac57291b4 · 24GB
    Metadata
  • general.architecture
    solar
  • general.basename
    solar-pro-preview
  • general.file_type
    7
  • general.finetune
    instruct
  • general.languages
    [en]
  • general.license
    mit
  • general.license.link
    https://huggingface.co/upstage/solar-pro-preview-instruct/blob/main/LICENSE
  • general.name
    Solar Pro Preview Instruct
  • general.quantization_version
    2
  • general.size_label
    22B
  • general.tags
    [nlp, text-generation]
  • general.type
    model
  • solar.attention.block_skip_connection.0
    [0, 0, 0, 0, 0, ...]
  • solar.attention.block_skip_connection.1
    [0, 0, 0, 0, 0, ...]
  • solar.attention.block_skip_connection.2
    [0, 0, 0, 0, 0, ...]
  • solar.attention.block_skip_connection.3
    [0, 0, 0, 0, 0, ...]
  • solar.attention.head_count
    40
  • solar.attention.head_count_kv
    10
  • solar.attention.layer_norm_rms_epsilon
    1e-05
  • solar.block_count
    64
  • solar.context_length
    4096
  • solar.embedding_length
    5120
  • solar.feed_forward_length
    17920
  • solar.rope.dimension_count
    128
  • solar.rope.freq_base
    10000
  • solar.vocab_size
    32128
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_space_prefix
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    32007
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    32007
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [-1000, -1000, -1000, -1000, -1000, ...]
  • tokenizer.ggml.token_type
    [3, 3, 1, 6, 6, ...]
  • tokenizer.ggml.tokens
    [<unk>, <|startoftext|>, <|endoftext|>, <0x00>, <0x01>, ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
  • Name
    Type
    Shape
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    Q8_0
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    Q8_0
    [5120, 1280]
  • blk.0.attn_norm.weight
    F32
    [5120]
  • blk.0.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.0.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.0.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.0.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.0.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.0.ffn_norm.weight
    F32
    [5120]
  • blk.0.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.1
  • blk.1.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.1.attn_norm.weight
    F32
    [5120]
  • blk.1.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.1.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.1.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.1.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.1.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.1.ffn_norm.weight
    F32
    [5120]
  • blk.1.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.2
  • blk.2.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.2.attn_norm.weight
    F32
    [5120]
  • blk.2.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.2.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.2.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.2.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.2.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.2.ffn_norm.weight
    F32
    [5120]
  • blk.2.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.3
  • blk.3.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.3.attn_norm.weight
    F32
    [5120]
  • blk.3.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.3.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.3.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.3.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.3.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.3.ffn_norm.weight
    F32
    [5120]
  • blk.3.ffn_up.weight
    Q8_0
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    • blk.4
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    Q8_0
    [5120, 1280]
  • blk.4.attn_norm.weight
    F32
    [5120]
  • blk.4.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.4.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.4.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.4.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.4.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.4.ffn_norm.weight
    F32
    [5120]
  • blk.4.ffn_up.weight
    Q8_0
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    • blk.5
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    Q8_0
    [5120, 1280]
  • blk.5.attn_norm.weight
    F32
    [5120]
  • blk.5.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.5.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.5.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.5.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.5.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.5.ffn_norm.weight
    F32
    [5120]
  • blk.5.ffn_up.weight
    Q8_0
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    • blk.6
  • blk.6.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.6.attn_norm.weight
    F32
    [5120]
  • blk.6.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.6.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.6.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.6.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.6.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.6.ffn_norm.weight
    F32
    [5120]
  • blk.6.ffn_up.weight
    Q8_0
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    • blk.7
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    Q8_0
    [5120, 1280]
  • blk.7.attn_norm.weight
    F32
    [5120]
  • blk.7.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.7.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.7.attn_v.weight
    Q8_0
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  • blk.7.ffn_down.weight
    Q8_0
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  • blk.7.ffn_gate.weight
    Q8_0
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  • blk.7.ffn_norm.weight
    F32
    [5120]
  • blk.7.ffn_up.weight
    Q8_0
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    • blk.8
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    Q8_0
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  • blk.8.attn_norm.weight
    F32
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  • blk.8.attn_output.weight
    Q8_0
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  • blk.8.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.8.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.8.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.8.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.8.ffn_norm.weight
    F32
    [5120]
  • blk.8.ffn_up.weight
    Q8_0
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    • blk.9
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    Q8_0
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  • blk.9.attn_norm.weight
    F32
    [5120]
  • blk.9.attn_output.weight
    Q8_0
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  • blk.9.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.9.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.9.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.9.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.9.ffn_norm.weight
    F32
    [5120]
  • blk.9.ffn_up.weight
    Q8_0
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    • blk.10
  • blk.10.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.10.attn_norm.weight
    F32
    [5120]
  • blk.10.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.10.attn_q.weight
    Q8_0
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  • blk.10.attn_v.weight
    Q8_0
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  • blk.10.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.10.ffn_gate.weight
    Q8_0
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  • blk.10.ffn_norm.weight
    F32
    [5120]
  • blk.10.ffn_up.weight
    Q8_0
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    • blk.11
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    Q8_0
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  • blk.11.attn_norm.weight
    F32
    [5120]
  • blk.11.attn_output.weight
    Q8_0
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  • blk.11.attn_q.weight
    Q8_0
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  • blk.11.attn_v.weight
    Q8_0
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    Q8_0
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    Q8_0
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  • blk.11.ffn_norm.weight
    F32
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    Q8_0
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    Q8_0
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    F32
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    Q8_0
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    Q8_0
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    Q8_0
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  • blk.12.ffn_down.weight
    Q8_0
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    Q8_0
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  • blk.12.ffn_norm.weight
    F32
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    Q8_0
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    Q8_0
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    F32
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    Q8_0
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    Q8_0
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    Q8_0
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    Q8_0
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  • blk.13.ffn_norm.weight
    F32
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  • blk.13.ffn_up.weight
    Q8_0
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    Q8_0
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    F32
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    Q8_0
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    Q8_0
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    Q8_0
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    Q8_0
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    Q8_0
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  • blk.14.ffn_norm.weight
    F32
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    Q8_0
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    Q8_0
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  • blk.15.attn_norm.weight
    F32
    [5120]
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    Q8_0
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    Q8_0
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    Q8_0
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    Q8_0
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    Q8_0
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    F32
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    Q8_0
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    F32
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    Q8_0
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    F32
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    Q8_0
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    Q8_0
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    Q8_0
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    Q8_0
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    F32
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    Q8_0
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    Q8_0
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    F32
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    Q8_0
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    Q8_0
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    Q8_0
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    Q8_0
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    F32
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    Q8_0
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    F32
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    Q8_0
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    F32
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    F32
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    Q8_0
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    F32
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    Q8_0
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  • blk.25.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.25.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.25.ffn_norm.weight
    F32
    [5120]
  • blk.25.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.26
  • blk.26.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.26.attn_norm.weight
    F32
    [5120]
  • blk.26.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.26.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.26.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.26.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.26.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.26.ffn_norm.weight
    F32
    [5120]
  • blk.26.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.27
  • blk.27.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.27.attn_norm.weight
    F32
    [5120]
  • blk.27.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.27.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.27.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.27.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.27.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.27.ffn_norm.weight
    F32
    [5120]
  • blk.27.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.28
  • blk.28.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.28.attn_norm.weight
    F32
    [5120]
  • blk.28.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.28.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.28.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.28.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.28.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.28.ffn_norm.weight
    F32
    [5120]
  • blk.28.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.29
  • blk.29.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.29.attn_norm.weight
    F32
    [5120]
  • blk.29.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.29.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.29.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.29.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.29.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.29.ffn_norm.weight
    F32
    [5120]
  • blk.29.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.30
  • blk.30.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.30.attn_norm.weight
    F32
    [5120]
  • blk.30.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.30.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.30.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.30.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.30.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.30.ffn_norm.weight
    F32
    [5120]
  • blk.30.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.31
  • blk.31.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.31.attn_norm.weight
    F32
    [5120]
  • blk.31.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.31.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.31.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.31.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.31.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.31.ffn_norm.weight
    F32
    [5120]
  • blk.31.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.32
  • blk.32.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.32.attn_norm.weight
    F32
    [5120]
  • blk.32.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.32.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.32.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.32.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.32.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.32.ffn_norm.weight
    F32
    [5120]
  • blk.32.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.33
  • blk.33.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.33.attn_norm.weight
    F32
    [5120]
  • blk.33.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.33.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.33.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.33.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.33.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.33.ffn_norm.weight
    F32
    [5120]
  • blk.33.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.34
  • blk.34.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.34.attn_norm.weight
    F32
    [5120]
  • blk.34.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.34.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.34.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.34.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.34.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.34.ffn_norm.weight
    F32
    [5120]
  • blk.34.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.35
  • blk.35.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.35.attn_norm.weight
    F32
    [5120]
  • blk.35.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.35.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.35.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.35.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.35.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.35.ffn_norm.weight
    F32
    [5120]
  • blk.35.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.36
  • blk.36.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.36.attn_norm.weight
    F32
    [5120]
  • blk.36.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.36.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.36.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.36.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.36.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.36.ffn_norm.weight
    F32
    [5120]
  • blk.36.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.37
  • blk.37.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.37.attn_norm.weight
    F32
    [5120]
  • blk.37.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.37.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.37.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.37.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.37.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.37.ffn_norm.weight
    F32
    [5120]
  • blk.37.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.38
  • blk.38.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.38.attn_norm.weight
    F32
    [5120]
  • blk.38.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.38.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.38.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.38.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.38.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.38.ffn_norm.weight
    F32
    [5120]
  • blk.38.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.39
  • blk.39.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.39.attn_norm.weight
    F32
    [5120]
  • blk.39.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.39.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.39.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.39.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.39.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.39.ffn_norm.weight
    F32
    [5120]
  • blk.39.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.40
  • blk.40.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.40.attn_norm.weight
    F32
    [5120]
  • blk.40.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.40.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.40.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.40.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.40.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.40.ffn_norm.weight
    F32
    [5120]
  • blk.40.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.41
  • blk.41.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.41.attn_norm.weight
    F32
    [5120]
  • blk.41.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.41.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.41.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.41.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.41.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.41.ffn_norm.weight
    F32
    [5120]
  • blk.41.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.42
  • blk.42.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.42.attn_norm.weight
    F32
    [5120]
  • blk.42.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.42.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.42.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.42.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.42.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.42.ffn_norm.weight
    F32
    [5120]
  • blk.42.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.43
  • blk.43.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.43.attn_norm.weight
    F32
    [5120]
  • blk.43.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.43.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.43.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.43.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.43.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.43.ffn_norm.weight
    F32
    [5120]
  • blk.43.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.44
  • blk.44.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.44.attn_norm.weight
    F32
    [5120]
  • blk.44.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.44.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.44.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.44.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.44.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.44.ffn_norm.weight
    F32
    [5120]
  • blk.44.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.45
  • blk.45.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.45.attn_norm.weight
    F32
    [5120]
  • blk.45.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.45.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.45.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.45.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.45.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.45.ffn_norm.weight
    F32
    [5120]
  • blk.45.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.46
  • blk.46.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.46.attn_norm.weight
    F32
    [5120]
  • blk.46.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.46.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.46.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.46.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.46.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.46.ffn_norm.weight
    F32
    [5120]
  • blk.46.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.47
  • blk.47.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.47.attn_norm.weight
    F32
    [5120]
  • blk.47.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.47.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.47.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.47.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.47.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.47.ffn_norm.weight
    F32
    [5120]
  • blk.47.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.48
  • blk.48.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.48.attn_norm.weight
    F32
    [5120]
  • blk.48.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.48.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.48.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.48.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.48.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.48.ffn_norm.weight
    F32
    [5120]
  • blk.48.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.49
  • blk.49.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.49.attn_norm.weight
    F32
    [5120]
  • blk.49.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.49.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.49.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.49.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.49.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.49.ffn_norm.weight
    F32
    [5120]
  • blk.49.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.50
  • blk.50.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.50.attn_norm.weight
    F32
    [5120]
  • blk.50.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.50.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.50.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.50.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.50.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.50.ffn_norm.weight
    F32
    [5120]
  • blk.50.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.51
  • blk.51.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.51.attn_norm.weight
    F32
    [5120]
  • blk.51.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.51.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.51.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.51.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.51.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.51.ffn_norm.weight
    F32
    [5120]
  • blk.51.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.52
  • blk.52.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.52.attn_norm.weight
    F32
    [5120]
  • blk.52.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.52.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.52.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.52.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.52.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.52.ffn_norm.weight
    F32
    [5120]
  • blk.52.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.53
  • blk.53.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.53.attn_norm.weight
    F32
    [5120]
  • blk.53.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.53.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.53.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.53.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.53.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.53.ffn_norm.weight
    F32
    [5120]
  • blk.53.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.54
  • blk.54.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.54.attn_norm.weight
    F32
    [5120]
  • blk.54.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.54.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.54.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.54.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.54.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.54.ffn_norm.weight
    F32
    [5120]
  • blk.54.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.55
  • blk.55.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.55.attn_norm.weight
    F32
    [5120]
  • blk.55.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.55.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.55.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.55.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.55.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.55.ffn_norm.weight
    F32
    [5120]
  • blk.55.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.56
  • blk.56.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.56.attn_norm.weight
    F32
    [5120]
  • blk.56.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.56.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.56.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.56.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.56.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.56.ffn_norm.weight
    F32
    [5120]
  • blk.56.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.57
  • blk.57.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.57.attn_norm.weight
    F32
    [5120]
  • blk.57.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.57.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.57.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.57.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.57.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.57.ffn_norm.weight
    F32
    [5120]
  • blk.57.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.58
  • blk.58.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.58.attn_norm.weight
    F32
    [5120]
  • blk.58.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.58.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.58.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.58.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.58.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.58.ffn_norm.weight
    F32
    [5120]
  • blk.58.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.59
  • blk.59.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.59.attn_norm.weight
    F32
    [5120]
  • blk.59.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.59.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.59.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.59.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.59.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.59.ffn_norm.weight
    F32
    [5120]
  • blk.59.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.60
  • blk.60.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.60.attn_norm.weight
    F32
    [5120]
  • blk.60.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.60.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.60.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.60.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.60.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.60.ffn_norm.weight
    F32
    [5120]
  • blk.60.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.61
  • blk.61.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.61.attn_norm.weight
    F32
    [5120]
  • blk.61.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.61.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.61.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.61.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.61.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.61.ffn_norm.weight
    F32
    [5120]
  • blk.61.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.62
  • blk.62.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.62.attn_norm.weight
    F32
    [5120]
  • blk.62.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.62.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.62.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.62.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.62.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.62.ffn_norm.weight
    F32
    [5120]
  • blk.62.ffn_up.weight
    Q8_0
    [5120, 17920]
    • blk.63
  • blk.63.attn_k.weight
    Q8_0
    [5120, 1280]
  • blk.63.attn_norm.weight
    F32
    [5120]
  • blk.63.attn_output.weight
    Q8_0
    [5120, 5120]
  • blk.63.attn_q.weight
    Q8_0
    [5120, 5120]
  • blk.63.attn_v.weight
    Q8_0
    [5120, 1280]
  • blk.63.ffn_down.weight
    Q8_0
    [17920, 5120]
  • blk.63.ffn_gate.weight
    Q8_0
    [5120, 17920]
  • blk.63.ffn_norm.weight
    F32
    [5120]
  • blk.63.ffn_up.weight
    Q8_0
    [5120, 17920]
  • bskcn_tv.weight
    F32
    [2]
  • output.weight
    Q8_0
    [5120, 32128]
  • output_norm.weight
    F32
    [5120]