vanilj / palmyra-fin-70b-32k

Palmyra-Fin-70B-32K is a model built by Writer specifically to meet the needs of the financial industry. It is a leading LLM on financial benchmarks, outperforming other large language models in various financial tasks and evaluations.

85 3 months ago

7 Tags
... /
model
1c67c317823a · 24GB
    Metadata
  • general.architecture
    llama
  • general.basename
    Palmyra-Fin
  • general.file_type
    29
  • general.finetune
    32k
  • general.languages
    [en]
  • general.license
    other
  • general.license.link
    https://writer.com/legal/open-model-license/
  • general.license.name
    writer-open-model-license
  • general.name
    Palmyra Fin 70B 32K
  • general.organization
    Writer
  • general.quantization_version
    2
  • general.size_label
    70B
  • general.tags
    [instruct, pytorch, finance, stock market, candlesticks, ...]
  • general.type
    model
  • llama.attention.head_count
    64
  • llama.attention.head_count_kv
    8
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    80
  • llama.context_length
    32768
  • llama.embedding_length
    8192
  • llama.feed_forward_length
    28672
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    6.315088e+06
  • llama.vocab_size
    128256
  • quantize.imatrix.chunks_count
    125
  • quantize.imatrix.dataset
    /training_dir/calibration_datav3.txt
  • quantize.imatrix.entries_count
    560
  • quantize.imatrix.file
    /models_out/Palmyra-Fin-70B-32K-GGUF/Palmyra-Fin-70B-32K.imatrix
  • tokenizer.ggml.bos_token_id
    128000
  • tokenizer.ggml.eos_token_id
    128009
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.pre
    smaug-bpe
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
    • Tensor
  • Name
    Type
    Shape
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    (!unknown_type 22!)
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  • blk.24.ffn_norm.weight
    F32
    [8192]
  • blk.24.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.25
  • blk.25.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.25.attn_norm.weight
    F32
    [8192]
  • blk.25.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.25.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.25.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.25.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.25.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.25.ffn_norm.weight
    F32
    [8192]
  • blk.25.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.26
  • blk.26.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.26.attn_norm.weight
    F32
    [8192]
  • blk.26.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.26.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.26.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.26.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.26.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.26.ffn_norm.weight
    F32
    [8192]
  • blk.26.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.27
  • blk.27.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.27.attn_norm.weight
    F32
    [8192]
  • blk.27.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.27.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.27.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.27.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.27.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.27.ffn_norm.weight
    F32
    [8192]
  • blk.27.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.28
  • blk.28.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.28.attn_norm.weight
    F32
    [8192]
  • blk.28.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.28.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.28.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.28.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.28.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.28.ffn_norm.weight
    F32
    [8192]
  • blk.28.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.29
  • blk.29.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.29.attn_norm.weight
    F32
    [8192]
  • blk.29.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.29.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.29.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.29.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.29.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.29.ffn_norm.weight
    F32
    [8192]
  • blk.29.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.30
  • blk.30.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.30.attn_norm.weight
    F32
    [8192]
  • blk.30.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.30.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.30.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.30.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.30.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.30.ffn_norm.weight
    F32
    [8192]
  • blk.30.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.31
  • blk.31.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.31.attn_norm.weight
    F32
    [8192]
  • blk.31.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.31.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.31.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.31.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.31.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.31.ffn_norm.weight
    F32
    [8192]
  • blk.31.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.32
  • blk.32.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.32.attn_norm.weight
    F32
    [8192]
  • blk.32.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.32.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.32.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.32.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.32.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.32.ffn_norm.weight
    F32
    [8192]
  • blk.32.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.33
  • blk.33.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.33.attn_norm.weight
    F32
    [8192]
  • blk.33.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.33.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.33.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.33.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.33.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.33.ffn_norm.weight
    F32
    [8192]
  • blk.33.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.34
  • blk.34.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.34.attn_norm.weight
    F32
    [8192]
  • blk.34.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.34.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.34.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.34.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.34.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.34.ffn_norm.weight
    F32
    [8192]
  • blk.34.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.35
  • blk.35.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.35.attn_norm.weight
    F32
    [8192]
  • blk.35.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.35.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.35.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.35.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.35.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.35.ffn_norm.weight
    F32
    [8192]
  • blk.35.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.36
  • blk.36.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.36.attn_norm.weight
    F32
    [8192]
  • blk.36.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.36.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.36.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.36.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.36.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.36.ffn_norm.weight
    F32
    [8192]
  • blk.36.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.37
  • blk.37.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.37.attn_norm.weight
    F32
    [8192]
  • blk.37.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.37.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.37.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.37.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.37.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.37.ffn_norm.weight
    F32
    [8192]
  • blk.37.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.38
  • blk.38.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.38.attn_norm.weight
    F32
    [8192]
  • blk.38.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.38.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.38.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.38.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.38.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.38.ffn_norm.weight
    F32
    [8192]
  • blk.38.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.39
  • blk.39.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.39.attn_norm.weight
    F32
    [8192]
  • blk.39.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.39.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.39.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.39.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.39.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.39.ffn_norm.weight
    F32
    [8192]
  • blk.39.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.40
  • blk.40.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.40.attn_norm.weight
    F32
    [8192]
  • blk.40.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.40.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.40.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.40.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.40.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.40.ffn_norm.weight
    F32
    [8192]
  • blk.40.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.41
  • blk.41.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.41.attn_norm.weight
    F32
    [8192]
  • blk.41.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.41.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.41.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.41.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.41.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.41.ffn_norm.weight
    F32
    [8192]
  • blk.41.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.42
  • blk.42.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.42.attn_norm.weight
    F32
    [8192]
  • blk.42.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.42.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.42.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.42.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.42.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.42.ffn_norm.weight
    F32
    [8192]
  • blk.42.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.43
  • blk.43.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.43.attn_norm.weight
    F32
    [8192]
  • blk.43.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.43.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.43.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.43.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.43.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.43.ffn_norm.weight
    F32
    [8192]
  • blk.43.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.44
  • blk.44.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.44.attn_norm.weight
    F32
    [8192]
  • blk.44.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.44.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.44.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.44.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.44.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.44.ffn_norm.weight
    F32
    [8192]
  • blk.44.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.45
  • blk.45.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.45.attn_norm.weight
    F32
    [8192]
  • blk.45.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.45.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.45.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.45.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.45.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.45.ffn_norm.weight
    F32
    [8192]
  • blk.45.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.46
  • blk.46.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.46.attn_norm.weight
    F32
    [8192]
  • blk.46.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.46.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.46.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.46.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.46.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.46.ffn_norm.weight
    F32
    [8192]
  • blk.46.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.47
  • blk.47.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.47.attn_norm.weight
    F32
    [8192]
  • blk.47.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.47.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.47.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.47.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.47.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.47.ffn_norm.weight
    F32
    [8192]
  • blk.47.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.48
  • blk.48.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.48.attn_norm.weight
    F32
    [8192]
  • blk.48.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.48.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.48.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.48.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.48.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.48.ffn_norm.weight
    F32
    [8192]
  • blk.48.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.49
  • blk.49.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.49.attn_norm.weight
    F32
    [8192]
  • blk.49.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.49.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.49.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.49.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.49.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.49.ffn_norm.weight
    F32
    [8192]
  • blk.49.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.50
  • blk.50.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.50.attn_norm.weight
    F32
    [8192]
  • blk.50.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.50.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.50.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.50.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.50.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.50.ffn_norm.weight
    F32
    [8192]
  • blk.50.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.51
  • blk.51.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.51.attn_norm.weight
    F32
    [8192]
  • blk.51.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.51.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.51.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.51.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.51.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.51.ffn_norm.weight
    F32
    [8192]
  • blk.51.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.52
  • blk.52.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.52.attn_norm.weight
    F32
    [8192]
  • blk.52.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.52.attn_q.weight
    (!unknown_type 22!)
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  • blk.52.attn_v.weight
    Q4_K
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  • blk.52.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.52.ffn_gate.weight
    (!unknown_type 22!)
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  • blk.52.ffn_norm.weight
    F32
    [8192]
  • blk.52.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.53
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    (!unknown_type 22!)
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  • blk.53.attn_norm.weight
    F32
    [8192]
  • blk.53.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.53.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.53.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.53.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.53.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.53.ffn_norm.weight
    F32
    [8192]
  • blk.53.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.54
  • blk.54.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.54.attn_norm.weight
    F32
    [8192]
  • blk.54.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.54.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.54.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.54.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.54.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.54.ffn_norm.weight
    F32
    [8192]
  • blk.54.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.55
  • blk.55.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.55.attn_norm.weight
    F32
    [8192]
  • blk.55.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.55.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.55.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.55.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.55.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.55.ffn_norm.weight
    F32
    [8192]
  • blk.55.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.56
  • blk.56.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.56.attn_norm.weight
    F32
    [8192]
  • blk.56.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.56.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.56.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.56.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.56.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.56.ffn_norm.weight
    F32
    [8192]
  • blk.56.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.57
  • blk.57.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.57.attn_norm.weight
    F32
    [8192]
  • blk.57.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.57.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.57.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.57.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.57.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.57.ffn_norm.weight
    F32
    [8192]
  • blk.57.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.58
  • blk.58.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.58.attn_norm.weight
    F32
    [8192]
  • blk.58.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.58.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.58.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.58.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.58.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.58.ffn_norm.weight
    F32
    [8192]
  • blk.58.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.59
  • blk.59.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.59.attn_norm.weight
    F32
    [8192]
  • blk.59.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.59.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.59.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.59.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.59.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.59.ffn_norm.weight
    F32
    [8192]
  • blk.59.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.60
  • blk.60.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.60.attn_norm.weight
    F32
    [8192]
  • blk.60.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.60.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.60.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.60.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.60.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.60.ffn_norm.weight
    F32
    [8192]
  • blk.60.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.61
  • blk.61.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.61.attn_norm.weight
    F32
    [8192]
  • blk.61.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.61.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.61.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.61.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.61.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.61.ffn_norm.weight
    F32
    [8192]
  • blk.61.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.62
  • blk.62.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.62.attn_norm.weight
    F32
    [8192]
  • blk.62.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.62.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.62.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.62.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.62.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.62.ffn_norm.weight
    F32
    [8192]
  • blk.62.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.63
  • blk.63.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.63.attn_norm.weight
    F32
    [8192]
  • blk.63.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.63.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.63.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.63.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.63.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.63.ffn_norm.weight
    F32
    [8192]
  • blk.63.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.64
  • blk.64.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.64.attn_norm.weight
    F32
    [8192]
  • blk.64.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.64.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.64.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.64.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.64.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.64.ffn_norm.weight
    F32
    [8192]
  • blk.64.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.65
  • blk.65.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.65.attn_norm.weight
    F32
    [8192]
  • blk.65.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.65.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.65.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.65.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.65.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.65.ffn_norm.weight
    F32
    [8192]
  • blk.65.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.66
  • blk.66.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.66.attn_norm.weight
    F32
    [8192]
  • blk.66.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.66.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.66.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.66.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.66.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.66.ffn_norm.weight
    F32
    [8192]
  • blk.66.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.67
  • blk.67.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.67.attn_norm.weight
    F32
    [8192]
  • blk.67.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.67.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.67.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.67.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.67.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.67.ffn_norm.weight
    F32
    [8192]
  • blk.67.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.68
  • blk.68.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.68.attn_norm.weight
    F32
    [8192]
  • blk.68.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.68.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.68.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.68.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.68.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.68.ffn_norm.weight
    F32
    [8192]
  • blk.68.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.69
  • blk.69.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.69.attn_norm.weight
    F32
    [8192]
  • blk.69.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.69.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.69.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.69.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.69.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.69.ffn_norm.weight
    F32
    [8192]
  • blk.69.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.70
  • blk.70.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.70.attn_norm.weight
    F32
    [8192]
  • blk.70.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.70.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.70.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.70.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.70.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.70.ffn_norm.weight
    F32
    [8192]
  • blk.70.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.71
  • blk.71.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.71.attn_norm.weight
    F32
    [8192]
  • blk.71.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.71.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.71.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.71.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.71.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.71.ffn_norm.weight
    F32
    [8192]
  • blk.71.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.72
  • blk.72.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.72.attn_norm.weight
    F32
    [8192]
  • blk.72.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.72.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.72.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.72.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.72.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.72.ffn_norm.weight
    F32
    [8192]
  • blk.72.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.73
  • blk.73.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.73.attn_norm.weight
    F32
    [8192]
  • blk.73.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.73.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.73.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.73.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.73.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.73.ffn_norm.weight
    F32
    [8192]
  • blk.73.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.74
  • blk.74.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.74.attn_norm.weight
    F32
    [8192]
  • blk.74.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.74.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.74.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.74.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.74.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.74.ffn_norm.weight
    F32
    [8192]
  • blk.74.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.75
  • blk.75.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.75.attn_norm.weight
    F32
    [8192]
  • blk.75.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.75.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.75.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.75.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.75.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.75.ffn_norm.weight
    F32
    [8192]
  • blk.75.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.76
  • blk.76.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.76.attn_norm.weight
    F32
    [8192]
  • blk.76.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.76.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.76.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.76.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.76.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.76.ffn_norm.weight
    F32
    [8192]
  • blk.76.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.77
  • blk.77.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.77.attn_norm.weight
    F32
    [8192]
  • blk.77.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.77.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.77.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.77.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.77.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.77.ffn_norm.weight
    F32
    [8192]
  • blk.77.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.78
  • blk.78.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.78.attn_norm.weight
    F32
    [8192]
  • blk.78.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.78.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.78.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.78.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.78.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.78.ffn_norm.weight
    F32
    [8192]
  • blk.78.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
    • blk.79
  • blk.79.attn_k.weight
    (!unknown_type 22!)
    [8192, 1024]
  • blk.79.attn_norm.weight
    F32
    [8192]
  • blk.79.attn_output.weight
    (!unknown_type 21!)
    [8192, 8192]
  • blk.79.attn_q.weight
    (!unknown_type 22!)
    [8192, 8192]
  • blk.79.attn_v.weight
    Q4_K
    [8192, 1024]
  • blk.79.ffn_down.weight
    (!unknown_type 22!)
    [28672, 8192]
  • blk.79.ffn_gate.weight
    (!unknown_type 22!)
    [8192, 28672]
  • blk.79.ffn_norm.weight
    F32
    [8192]
  • blk.79.ffn_up.weight
    (!unknown_type 22!)
    [8192, 28672]
  • output.weight
    Q5_K
    [8192, 128256]
  • output_norm.weight
    F32
    [8192]