alibayram/
hunyuan:4b

2,158 1 month ago

Hunyuan is Tencent’s open-source efficient large language model series, designed for versatile deployment across diverse computational environments.

0.5b 1.8b 4b 7b
... /
model
640d2e889061 · 2.6GB
    Metadata
  • general.architecture
    hunyuan-dense
  • general.file_type
    Q4_K_M
  • hunyuan-dense.attention.head_count
    32
  • hunyuan-dense.attention.head_count_kv
    8
  • hunyuan-dense.attention.key_length
    128
  • hunyuan-dense.attention.layer_norm_rms_epsilon
    1e-05
  • hunyuan-dense.attention.value_length
    128
  • hunyuan-dense.block_count
    36
  • hunyuan-dense.context_length
    262144
  • hunyuan-dense.embedding_length
    3072
  • hunyuan-dense.feed_forward_length
    8192
  • hunyuan-dense.rope.freq_base
    1.115884e+07
  • hunyuan-dense.rope.scaling.factor
    1
  • hunyuan-dense.rope.scaling.original_context_length
    262144
  • hunyuan-dense.rope.scaling.type
    none
  • tokenizer.ggml.bos_token_id
    120000
  • tokenizer.ggml.eos_token_id
    120020
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ t, Ġ a, i n, h e, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    120002
  • tokenizer.ggml.pre
    hunyuan-dense
  • tokenizer.ggml.seperator_token_id
    120007
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
  • quantize.imatrix.chunks_count
    125
  • quantize.imatrix.dataset
    calibration_datav3.txt
  • quantize.imatrix.entries_count
    252
  • quantize.imatrix.file
    Hunyuan-4B-Instruct/Hunyuan-4B-Instruct.dat
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    Q4_K
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    Q4_K
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  • blk.22.attn_k_norm.weight
    F32
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    F32
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    Q4_K
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    Q4_K
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  • blk.22.attn_q_norm.weight
    F32
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    Q4_K
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  • blk.22.ffn_down.weight
    Q4_K
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    Q4_K
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  • blk.22.ffn_norm.weight
    F32
    [3072]
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    Q4_K
    [3072, 8192]
    • blk.23
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    Q4_K
    [3072, 1024]
  • blk.23.attn_k_norm.weight
    F32
    [128]
  • blk.23.attn_norm.weight
    F32
    [3072]
  • blk.23.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.23.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.23.attn_q_norm.weight
    F32
    [128]
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    Q4_K
    [3072, 1024]
  • blk.23.ffn_down.weight
    Q4_K
    [8192, 3072]
  • blk.23.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.23.ffn_norm.weight
    F32
    [3072]
  • blk.23.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.24
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    Q4_K
    [3072, 1024]
  • blk.24.attn_k_norm.weight
    F32
    [128]
  • blk.24.attn_norm.weight
    F32
    [3072]
  • blk.24.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.24.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.24.attn_q_norm.weight
    F32
    [128]
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    Q6_K
    [3072, 1024]
  • blk.24.ffn_down.weight
    Q6_K
    [8192, 3072]
  • blk.24.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.24.ffn_norm.weight
    F32
    [3072]
  • blk.24.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.25
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    Q4_K
    [3072, 1024]
  • blk.25.attn_k_norm.weight
    F32
    [128]
  • blk.25.attn_norm.weight
    F32
    [3072]
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    Q4_K
    [4096, 3072]
  • blk.25.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.25.attn_q_norm.weight
    F32
    [128]
  • blk.25.attn_v.weight
    Q4_K
    [3072, 1024]
  • blk.25.ffn_down.weight
    Q4_K
    [8192, 3072]
  • blk.25.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.25.ffn_norm.weight
    F32
    [3072]
  • blk.25.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.26
  • blk.26.attn_k.weight
    Q4_K
    [3072, 1024]
  • blk.26.attn_k_norm.weight
    F32
    [128]
  • blk.26.attn_norm.weight
    F32
    [3072]
  • blk.26.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.26.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.26.attn_q_norm.weight
    F32
    [128]
  • blk.26.attn_v.weight
    Q4_K
    [3072, 1024]
  • blk.26.ffn_down.weight
    Q4_K
    [8192, 3072]
  • blk.26.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.26.ffn_norm.weight
    F32
    [3072]
  • blk.26.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.27
  • blk.27.attn_k.weight
    Q4_K
    [3072, 1024]
  • blk.27.attn_k_norm.weight
    F32
    [128]
  • blk.27.attn_norm.weight
    F32
    [3072]
  • blk.27.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.27.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.27.attn_q_norm.weight
    F32
    [128]
  • blk.27.attn_v.weight
    Q6_K
    [3072, 1024]
  • blk.27.ffn_down.weight
    Q6_K
    [8192, 3072]
  • blk.27.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.27.ffn_norm.weight
    F32
    [3072]
  • blk.27.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.28
  • blk.28.attn_k.weight
    Q4_K
    [3072, 1024]
  • blk.28.attn_k_norm.weight
    F32
    [128]
  • blk.28.attn_norm.weight
    F32
    [3072]
  • blk.28.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.28.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.28.attn_q_norm.weight
    F32
    [128]
  • blk.28.attn_v.weight
    Q4_K
    [3072, 1024]
  • blk.28.ffn_down.weight
    Q4_K
    [8192, 3072]
  • blk.28.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.28.ffn_norm.weight
    F32
    [3072]
  • blk.28.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.29
  • blk.29.attn_k.weight
    Q4_K
    [3072, 1024]
  • blk.29.attn_k_norm.weight
    F32
    [128]
  • blk.29.attn_norm.weight
    F32
    [3072]
  • blk.29.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.29.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.29.attn_q_norm.weight
    F32
    [128]
  • blk.29.attn_v.weight
    Q4_K
    [3072, 1024]
  • blk.29.ffn_down.weight
    Q4_K
    [8192, 3072]
  • blk.29.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.29.ffn_norm.weight
    F32
    [3072]
  • blk.29.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.30
  • blk.30.attn_k.weight
    Q4_K
    [3072, 1024]
  • blk.30.attn_k_norm.weight
    F32
    [128]
  • blk.30.attn_norm.weight
    F32
    [3072]
  • blk.30.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.30.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.30.attn_q_norm.weight
    F32
    [128]
  • blk.30.attn_v.weight
    Q6_K
    [3072, 1024]
  • blk.30.ffn_down.weight
    Q6_K
    [8192, 3072]
  • blk.30.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.30.ffn_norm.weight
    F32
    [3072]
  • blk.30.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.31
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    Q4_K
    [3072, 1024]
  • blk.31.attn_k_norm.weight
    F32
    [128]
  • blk.31.attn_norm.weight
    F32
    [3072]
  • blk.31.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.31.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.31.attn_q_norm.weight
    F32
    [128]
  • blk.31.attn_v.weight
    Q6_K
    [3072, 1024]
  • blk.31.ffn_down.weight
    Q6_K
    [8192, 3072]
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    Q4_K
    [3072, 8192]
  • blk.31.ffn_norm.weight
    F32
    [3072]
  • blk.31.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.32
  • blk.32.attn_k.weight
    Q4_K
    [3072, 1024]
  • blk.32.attn_k_norm.weight
    F32
    [128]
  • blk.32.attn_norm.weight
    F32
    [3072]
  • blk.32.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.32.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.32.attn_q_norm.weight
    F32
    [128]
  • blk.32.attn_v.weight
    Q6_K
    [3072, 1024]
  • blk.32.ffn_down.weight
    Q6_K
    [8192, 3072]
  • blk.32.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.32.ffn_norm.weight
    F32
    [3072]
  • blk.32.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.33
  • blk.33.attn_k.weight
    Q4_K
    [3072, 1024]
  • blk.33.attn_k_norm.weight
    F32
    [128]
  • blk.33.attn_norm.weight
    F32
    [3072]
  • blk.33.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.33.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.33.attn_q_norm.weight
    F32
    [128]
  • blk.33.attn_v.weight
    Q6_K
    [3072, 1024]
  • blk.33.ffn_down.weight
    Q6_K
    [8192, 3072]
  • blk.33.ffn_gate.weight
    Q4_K
    [3072, 8192]
  • blk.33.ffn_norm.weight
    F32
    [3072]
  • blk.33.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.34
  • blk.34.attn_k.weight
    Q4_K
    [3072, 1024]
  • blk.34.attn_k_norm.weight
    F32
    [128]
  • blk.34.attn_norm.weight
    F32
    [3072]
  • blk.34.attn_output.weight
    Q4_K
    [4096, 3072]
  • blk.34.attn_q.weight
    Q4_K
    [3072, 4096]
  • blk.34.attn_q_norm.weight
    F32
    [128]
  • blk.34.attn_v.weight
    Q6_K
    [3072, 1024]
  • blk.34.ffn_down.weight
    Q6_K
    [8192, 3072]
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    Q4_K
    [3072, 8192]
  • blk.34.ffn_norm.weight
    F32
    [3072]
  • blk.34.ffn_up.weight
    Q4_K
    [3072, 8192]
    • blk.35
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    Q4_K
    [3072, 1024]
  • blk.35.attn_k_norm.weight
    F32
    [128]
  • blk.35.attn_norm.weight
    F32
    [3072]
  • blk.35.attn_output.weight
    Q4_K
    [4096, 3072]
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    Q4_K
    [3072, 4096]
  • blk.35.attn_q_norm.weight
    F32
    [128]
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    Q6_K
    [3072, 1024]
  • blk.35.ffn_down.weight
    Q6_K
    [8192, 3072]
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    Q4_K
    [3072, 8192]
  • blk.35.ffn_norm.weight
    F32
    [3072]
  • blk.35.ffn_up.weight
    Q4_K
    [3072, 8192]
  • output_norm.weight
    F32
    [3072]