Llama 3.1 is a new state-of-the-art model from Meta available in 8B, 70B and 405B parameter sizes.

Tools 8B 70B 405B

6.1M Pulls Updated 3 weeks ago

94 Tags

939fd971f038 · 229GB
    Metadata
  • general.architecture
    llama
  • general.file_type
    Q4_0
  • llama.attention.head_count
    128
  • llama.attention.head_count_kv
    8
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    126
  • llama.context_length
    131072
  • llama.embedding_length
    16384
  • llama.feed_forward_length
    53248
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    500000
  • llama.vocab_size
    128256
  • 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
    llama-bpe
  • tokenizer.ggml.token_type
    [1 1 1 1 1 ...]
  • tokenizer.ggml.tokens
    [! " # $ % ...]
  • Tensors
  • Name
    Type
    Shape
  • token_embd.weight
    Q4_0
    [16384 128256]
  • blk.0
  • blk.0.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.0.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.0.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.0.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.0.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.0.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.0.attn_norm.weight
    F32
    [16384]
  • blk.0.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.0.ffn_norm.weight
    F32
    [16384]
  • blk.1
  • blk.1.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.1.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.1.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.1.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.1.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.1.attn_norm.weight
    F32
    [16384]
  • blk.1.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.1.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.1.ffn_norm.weight
    F32
    [16384]
  • blk.2
  • blk.2.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.2.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.2.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.2.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.2.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.2.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.2.attn_norm.weight
    F32
    [16384]
  • blk.2.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.2.ffn_norm.weight
    F32
    [16384]
  • blk.3
  • blk.3.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.3.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.3.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.3.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.3.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.3.attn_norm.weight
    F32
    [16384]
  • blk.3.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.3.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.3.ffn_norm.weight
    F32
    [16384]
  • blk.4
  • blk.4.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.4.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.4.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.4.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.4.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.4.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.4.attn_norm.weight
    F32
    [16384]
  • blk.4.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.4.ffn_norm.weight
    F32
    [16384]
  • blk.5
  • blk.5.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.5.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.5.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.5.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.5.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.5.attn_norm.weight
    F32
    [16384]
  • blk.5.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.5.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.5.ffn_norm.weight
    F32
    [16384]
  • blk.6
  • blk.6.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.6.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.6.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.6.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.6.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.6.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.6.attn_norm.weight
    F32
    [16384]
  • blk.6.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.6.ffn_norm.weight
    F32
    [16384]
  • blk.7
  • blk.7.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.7.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.7.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.7.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.7.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.7.attn_norm.weight
    F32
    [16384]
  • blk.7.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.7.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.7.ffn_norm.weight
    F32
    [16384]
  • blk.8
  • blk.8.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.8.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.8.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.8.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.8.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.8.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.8.attn_norm.weight
    F32
    [16384]
  • blk.8.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.8.ffn_norm.weight
    F32
    [16384]
  • blk.9
  • blk.9.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.9.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.9.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.9.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.9.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.9.attn_norm.weight
    F32
    [16384]
  • blk.9.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.9.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.9.ffn_norm.weight
    F32
    [16384]
  • blk.10
  • blk.10.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.10.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.10.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.10.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.10.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.10.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.10.attn_norm.weight
    F32
    [16384]
  • blk.10.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.10.ffn_norm.weight
    F32
    [16384]
  • blk.11
  • blk.11.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.11.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.11.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.11.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.11.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.11.attn_norm.weight
    F32
    [16384]
  • blk.11.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.11.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.11.ffn_norm.weight
    F32
    [16384]
  • blk.12
  • blk.12.attn_k.weight
    Q4_0
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  • blk.12.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.12.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.12.attn_v.weight
    Q4_0
    [16384 1024]
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    Q4_0
    [16384 53248]
  • blk.12.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.12.attn_norm.weight
    F32
    [16384]
  • blk.12.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.12.ffn_norm.weight
    F32
    [16384]
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    Q4_0
    [16384 53248]
  • blk.13.attn_k.weight
    Q4_0
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    Q4_0
    [16384 16384]
  • blk.13.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.13.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.13.attn_norm.weight
    F32
    [16384]
  • blk.13.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.13.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.13.ffn_norm.weight
    F32
    [16384]
  • blk.14
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    Q4_0
    [16384 1024]
  • blk.14.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.14.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.14.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.14.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.14.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.14.attn_norm.weight
    F32
    [16384]
  • blk.14.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.14.ffn_norm.weight
    F32
    [16384]
  • blk.15
  • blk.15.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.15.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.15.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.15.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.15.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.15.attn_norm.weight
    F32
    [16384]
  • blk.15.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.15.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.15.ffn_norm.weight
    F32
    [16384]
  • blk.16
  • blk.16.attn_k.weight
    Q4_0
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    Q4_0
    [16384 16384]
  • blk.16.attn_q.weight
    Q4_0
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  • blk.16.attn_v.weight
    Q4_0
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    Q4_0
    [16384 53248]
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    Q4_0
    [16384 53248]
  • blk.16.attn_norm.weight
    F32
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  • blk.16.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.16.ffn_norm.weight
    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
    [16384 53248]
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    F32
    [16384]
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    Q4_0
    [53248 16384]
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    F32
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  • blk.19.ffn_gate.weight
    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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  • blk.19.ffn_up.weight
    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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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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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
    [16384 16384]
  • blk.116.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.116.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.116.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.116.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.116.attn_norm.weight
    F32
    [16384]
  • blk.116.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.116.ffn_norm.weight
    F32
    [16384]
  • blk.117
  • blk.117.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.117.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.117.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.117.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.117.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.117.attn_norm.weight
    F32
    [16384]
  • blk.117.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.117.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.117.ffn_norm.weight
    F32
    [16384]
  • blk.118
  • blk.118.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.118.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.118.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.118.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.118.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.118.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.118.attn_norm.weight
    F32
    [16384]
  • blk.118.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.118.ffn_norm.weight
    F32
    [16384]
  • blk.119
  • blk.119.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.119.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.119.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.119.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.119.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.119.attn_norm.weight
    F32
    [16384]
  • blk.119.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.119.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.119.ffn_norm.weight
    F32
    [16384]
  • blk.120
  • blk.120.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.120.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.120.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.120.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.120.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.120.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.120.attn_norm.weight
    F32
    [16384]
  • blk.120.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.120.ffn_norm.weight
    F32
    [16384]
  • blk.121
  • blk.121.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.121.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.121.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.121.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.121.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.121.attn_norm.weight
    F32
    [16384]
  • blk.121.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.121.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.121.ffn_norm.weight
    F32
    [16384]
  • blk.122
  • blk.122.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.122.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.122.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.122.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.122.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.122.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.122.attn_norm.weight
    F32
    [16384]
  • blk.122.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.122.ffn_norm.weight
    F32
    [16384]
  • blk.123
  • blk.123.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.123.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.123.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.123.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.123.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.123.attn_norm.weight
    F32
    [16384]
  • blk.123.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.123.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.123.ffn_norm.weight
    F32
    [16384]
  • blk.124
  • blk.124.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.124.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.124.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.124.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.124.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.124.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.124.attn_norm.weight
    F32
    [16384]
  • blk.124.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.124.ffn_norm.weight
    F32
    [16384]
  • blk.125
  • blk.125.ffn_gate.weight
    Q4_0
    [16384 53248]
  • blk.125.attn_k.weight
    Q4_0
    [16384 1024]
  • blk.125.attn_output.weight
    Q4_0
    [16384 16384]
  • blk.125.attn_q.weight
    Q4_0
    [16384 16384]
  • blk.125.attn_v.weight
    Q4_0
    [16384 1024]
  • blk.125.attn_norm.weight
    F32
    [16384]
  • blk.125.ffn_down.weight
    Q4_0
    [53248 16384]
  • blk.125.ffn_up.weight
    Q4_0
    [16384 53248]
  • blk.125.ffn_norm.weight
    F32
    [16384]
  • output_norm.weight
    F32
    [16384]
  • output.weight
    Q6_K
    [16384 128256]
  • rope_freqs.weight
    F32
    [64]