notux

A top-performing mixture of experts model, fine-tuned with high-quality data.

8x7b

22.6K 11 months ago

18 Tags
... /
model
ed9002d88b83 · 26GB
    Metadata
  • general.architecture
    llama
  • general.file_type
    2
  • general.name
    argilla
  • general.quantization_version
    2
  • llama.attention.head_count
    32
  • llama.attention.head_count_kv
    8
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    32
  • llama.context_length
    32768
  • llama.embedding_length
    4096
  • llama.expert_count
    8
  • llama.expert_used_count
    2
  • llama.feed_forward_length
    14336
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    1e+06
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    2
  • tokenizer.ggml.merges
    [▁ t, i n, e r, ▁ a, h e, ...]
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    2
  • tokenizer.ggml.scores
    [0, 0, 0, 0, 0, ...]
  • tokenizer.ggml.token_type
    [2, 3, 3, 6, 6, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, <0x00>, <0x01>, ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    Q4_0
    [4096, 32000]
    • blk.0
  • blk.0.attn_k.weight
    Q8_0
    [4096, 1024]
  • blk.0.attn_norm.weight
    F32
    [4096]
  • blk.0.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.0.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.0.attn_v.weight
    Q8_0
    [4096, 1024]
  • blk.0.ffn_down.0.weight
    Q4_0
    [14336, 4096]
  • blk.0.ffn_down.1.weight
    Q4_0
    [14336, 4096]
  • blk.0.ffn_down.2.weight
    Q4_0
    [14336, 4096]
  • blk.0.ffn_down.3.weight
    Q4_0
    [14336, 4096]
  • blk.0.ffn_down.4.weight
    Q4_0
    [14336, 4096]
  • blk.0.ffn_down.5.weight
    Q4_0
    [14336, 4096]
  • blk.0.ffn_down.6.weight
    Q4_0
    [14336, 4096]
  • blk.0.ffn_down.7.weight
    Q4_0
    [14336, 4096]
  • blk.0.ffn_gate.0.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_gate.1.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_gate.2.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_gate.3.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_gate.4.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_gate.5.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_gate.6.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_gate.7.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_gate_inp.weight
    F16
    [4096, 8]
  • blk.0.ffn_norm.weight
    F32
    [4096]
  • blk.0.ffn_up.0.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_up.1.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_up.2.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_up.3.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_up.4.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_up.5.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_up.6.weight
    Q4_0
    [4096, 14336]
  • blk.0.ffn_up.7.weight
    Q4_0
    [4096, 14336]
    • blk.1
  • blk.1.attn_k.weight
    Q8_0
    [4096, 1024]
  • blk.1.attn_norm.weight
    F32
    [4096]
  • blk.1.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.1.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.1.attn_v.weight
    Q8_0
    [4096, 1024]
  • blk.1.ffn_down.0.weight
    Q4_0
    [14336, 4096]
  • blk.1.ffn_down.1.weight
    Q4_0
    [14336, 4096]
  • blk.1.ffn_down.2.weight
    Q4_0
    [14336, 4096]
  • blk.1.ffn_down.3.weight
    Q4_0
    [14336, 4096]
  • blk.1.ffn_down.4.weight
    Q4_0
    [14336, 4096]
  • blk.1.ffn_down.5.weight
    Q4_0
    [14336, 4096]
  • blk.1.ffn_down.6.weight
    Q4_0
    [14336, 4096]
  • blk.1.ffn_down.7.weight
    Q4_0
    [14336, 4096]
  • blk.1.ffn_gate.0.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_gate.1.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_gate.2.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_gate.3.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_gate.4.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_gate.5.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_gate.6.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_gate.7.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_gate_inp.weight
    F16
    [4096, 8]
  • blk.1.ffn_norm.weight
    F32
    [4096]
  • blk.1.ffn_up.0.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_up.1.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_up.2.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_up.3.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_up.4.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_up.5.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_up.6.weight
    Q4_0
    [4096, 14336]
  • blk.1.ffn_up.7.weight
    Q4_0
    [4096, 14336]
    • blk.2
  • blk.2.attn_k.weight
    Q8_0
    [4096, 1024]
  • blk.2.attn_norm.weight
    F32
    [4096]
  • blk.2.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.2.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.2.attn_v.weight
    Q8_0
    [4096, 1024]
  • blk.2.ffn_down.0.weight
    Q4_0
    [14336, 4096]
  • blk.2.ffn_down.1.weight
    Q4_0
    [14336, 4096]
  • blk.2.ffn_down.2.weight
    Q4_0
    [14336, 4096]
  • blk.2.ffn_down.3.weight
    Q4_0
    [14336, 4096]
  • blk.2.ffn_down.4.weight
    Q4_0
    [14336, 4096]
  • blk.2.ffn_down.5.weight
    Q4_0
    [14336, 4096]
  • blk.2.ffn_down.6.weight
    Q4_0
    [14336, 4096]
  • blk.2.ffn_down.7.weight
    Q4_0
    [14336, 4096]
  • blk.2.ffn_gate.0.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_gate.1.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_gate.2.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_gate.3.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_gate.4.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_gate.5.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_gate.6.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_gate.7.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_gate_inp.weight
    F16
    [4096, 8]
  • blk.2.ffn_norm.weight
    F32
    [4096]
  • blk.2.ffn_up.0.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_up.1.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_up.2.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_up.3.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_up.4.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_up.5.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_up.6.weight
    Q4_0
    [4096, 14336]
  • blk.2.ffn_up.7.weight
    Q4_0
    [4096, 14336]
    • blk.3
  • blk.3.attn_k.weight
    Q8_0
    [4096, 1024]
  • blk.3.attn_norm.weight
    F32
    [4096]
  • blk.3.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.3.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.3.attn_v.weight
    Q8_0
    [4096, 1024]
  • blk.3.ffn_down.0.weight
    Q4_0
    [14336, 4096]
  • blk.3.ffn_down.1.weight
    Q4_0
    [14336, 4096]
  • blk.3.ffn_down.2.weight
    Q4_0
    [14336, 4096]
  • blk.3.ffn_down.3.weight
    Q4_0
    [14336, 4096]
  • blk.3.ffn_down.4.weight
    Q4_0
    [14336, 4096]
  • blk.3.ffn_down.5.weight
    Q4_0
    [14336, 4096]
  • blk.3.ffn_down.6.weight
    Q4_0
    [14336, 4096]
  • blk.3.ffn_down.7.weight
    Q4_0
    [14336, 4096]
  • blk.3.ffn_gate.0.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_gate.1.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_gate.2.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_gate.3.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_gate.4.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_gate.5.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_gate.6.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_gate.7.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_gate_inp.weight
    F16
    [4096, 8]
  • blk.3.ffn_norm.weight
    F32
    [4096]
  • blk.3.ffn_up.0.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_up.1.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_up.2.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_up.3.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_up.4.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_up.5.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_up.6.weight
    Q4_0
    [4096, 14336]
  • blk.3.ffn_up.7.weight
    Q4_0
    [4096, 14336]
    • blk.4
  • blk.4.attn_k.weight
    Q8_0
    [4096, 1024]
  • blk.4.attn_norm.weight
    F32
    [4096]
  • blk.4.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.4.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.4.attn_v.weight
    Q8_0
    [4096, 1024]
  • blk.4.ffn_down.0.weight
    Q4_0
    [14336, 4096]
  • blk.4.ffn_down.1.weight
    Q4_0
    [14336, 4096]
  • blk.4.ffn_down.2.weight
    Q4_0
    [14336, 4096]
  • blk.4.ffn_down.3.weight
    Q4_0
    [14336, 4096]
  • blk.4.ffn_down.4.weight
    Q4_0
    [14336, 4096]
  • blk.4.ffn_down.5.weight
    Q4_0
    [14336, 4096]
  • blk.4.ffn_down.6.weight
    Q4_0
    [14336, 4096]
  • blk.4.ffn_down.7.weight
    Q4_0
    [14336, 4096]
  • blk.4.ffn_gate.0.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_gate.1.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_gate.2.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_gate.3.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_gate.4.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_gate.5.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_gate.6.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_gate.7.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_gate_inp.weight
    F16
    [4096, 8]
  • blk.4.ffn_norm.weight
    F32
    [4096]
  • blk.4.ffn_up.0.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_up.1.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_up.2.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_up.3.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_up.4.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_up.5.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_up.6.weight
    Q4_0
    [4096, 14336]
  • blk.4.ffn_up.7.weight
    Q4_0
    [4096, 14336]
    • blk.5
  • blk.5.attn_k.weight
    Q8_0
    [4096, 1024]
  • blk.5.attn_norm.weight
    F32
    [4096]
  • blk.5.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.5.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.5.attn_v.weight
    Q8_0
    [4096, 1024]
  • blk.5.ffn_down.0.weight
    Q4_0
    [14336, 4096]
  • blk.5.ffn_down.1.weight
    Q4_0
    [14336, 4096]
  • blk.5.ffn_down.2.weight
    Q4_0
    [14336, 4096]
  • blk.5.ffn_down.3.weight
    Q4_0
    [14336, 4096]
  • blk.5.ffn_down.4.weight
    Q4_0
    [14336, 4096]
  • blk.5.ffn_down.5.weight
    Q4_0
    [14336, 4096]
  • blk.5.ffn_down.6.weight
    Q4_0
    [14336, 4096]
  • blk.5.ffn_down.7.weight
    Q4_0
    [14336, 4096]
  • blk.5.ffn_gate.0.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_gate.1.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_gate.2.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_gate.3.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_gate.4.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_gate.5.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_gate.6.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_gate.7.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_gate_inp.weight
    F16
    [4096, 8]
  • blk.5.ffn_norm.weight
    F32
    [4096]
  • blk.5.ffn_up.0.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_up.1.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_up.2.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_up.3.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_up.4.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_up.5.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_up.6.weight
    Q4_0
    [4096, 14336]
  • blk.5.ffn_up.7.weight
    Q4_0
    [4096, 14336]
    • blk.6
  • blk.6.attn_k.weight
    Q8_0
    [4096, 1024]
  • blk.6.attn_norm.weight
    F32
    [4096]
  • blk.6.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.6.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.6.attn_v.weight
    Q8_0
    [4096, 1024]
  • blk.6.ffn_down.0.weight
    Q4_0
    [14336, 4096]
  • blk.6.ffn_down.1.weight
    Q4_0
    [14336, 4096]
  • blk.6.ffn_down.2.weight
    Q4_0
    [14336, 4096]
  • blk.6.ffn_down.3.weight
    Q4_0
    [14336, 4096]
  • blk.6.ffn_down.4.weight
    Q4_0
    [14336, 4096]
  • blk.6.ffn_down.5.weight
    Q4_0
    [14336, 4096]
  • blk.6.ffn_down.6.weight
    Q4_0
    [14336, 4096]
  • blk.6.ffn_down.7.weight
    Q4_0
    [14336, 4096]
  • blk.6.ffn_gate.0.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_gate.1.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_gate.2.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_gate.3.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_gate.4.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_gate.5.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_gate.6.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_gate.7.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_gate_inp.weight
    F16
    [4096, 8]
  • blk.6.ffn_norm.weight
    F32
    [4096]
  • blk.6.ffn_up.0.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_up.1.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_up.2.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_up.3.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_up.4.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_up.5.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_up.6.weight
    Q4_0
    [4096, 14336]
  • blk.6.ffn_up.7.weight
    Q4_0
    [4096, 14336]
    • blk.7
  • blk.7.attn_k.weight
    Q8_0
    [4096, 1024]
  • blk.7.attn_norm.weight
    F32
    [4096]
  • blk.7.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.7.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.7.attn_v.weight
    Q8_0
    [4096, 1024]
  • blk.7.ffn_down.0.weight
    Q4_0
    [14336, 4096]
  • blk.7.ffn_down.1.weight
    Q4_0
    [14336, 4096]
  • blk.7.ffn_down.2.weight
    Q4_0
    [14336, 4096]
  • blk.7.ffn_down.3.weight
    Q4_0
    [14336, 4096]
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    Q4_0
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    Q4_0
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  • blk.30.ffn_up.6.weight
    Q4_0
    [4096, 14336]
  • blk.30.ffn_up.7.weight
    Q4_0
    [4096, 14336]
    • blk.31
  • blk.31.attn_k.weight
    Q8_0
    [4096, 1024]
  • blk.31.attn_norm.weight
    F32
    [4096]
  • blk.31.attn_output.weight
    Q4_0
    [4096, 4096]
  • blk.31.attn_q.weight
    Q4_0
    [4096, 4096]
  • blk.31.attn_v.weight
    Q8_0
    [4096, 1024]
  • blk.31.ffn_down.0.weight
    Q4_0
    [14336, 4096]
  • blk.31.ffn_down.1.weight
    Q4_0
    [14336, 4096]
  • blk.31.ffn_down.2.weight
    Q4_0
    [14336, 4096]
  • blk.31.ffn_down.3.weight
    Q4_0
    [14336, 4096]
  • blk.31.ffn_down.4.weight
    Q4_0
    [14336, 4096]
  • blk.31.ffn_down.5.weight
    Q4_0
    [14336, 4096]
  • blk.31.ffn_down.6.weight
    Q4_0
    [14336, 4096]
  • blk.31.ffn_down.7.weight
    Q4_0
    [14336, 4096]
  • blk.31.ffn_gate.0.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_gate.1.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_gate.2.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_gate.3.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_gate.4.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_gate.5.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_gate.6.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_gate.7.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_gate_inp.weight
    F16
    [4096, 8]
  • blk.31.ffn_norm.weight
    F32
    [4096]
  • blk.31.ffn_up.0.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_up.1.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_up.2.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_up.3.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_up.4.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_up.5.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_up.6.weight
    Q4_0
    [4096, 14336]
  • blk.31.ffn_up.7.weight
    Q4_0
    [4096, 14336]
  • output.weight
    Q6_K
    [4096, 32000]
  • output_norm.weight
    F32
    [4096]