-
general.architecture
apertus
apertus
-
BF16
-
apertus.attention.head_count
32
32
-
apertus.attention.head_count_kv
8
8
-
apertus.attention.layer_norm_rms_epsilon
1e-05
1e-05
-
32
-
apertus.context_length
65536
65536
-
apertus.embedding_length
4096
4096
-
apertus.feed_forward_length
21504
21504
-
apertus.rope.dimension_count
128
128
-
apertus.rope.freq_base
1.2e+07
1.2e+07
-
apertus.vocab_size
131072
131072
-
tokenizer.ggml.add_bos_token
true
true
-
tokenizer.ggml.add_eos_token
false
false
-
tokenizer.ggml.add_sep_token
false
false
-
tokenizer.ggml.add_space_prefix
false
false
-
tokenizer.ggml.bos_token_id
1
1
-
tokenizer.ggml.eos_token_id
68
68
-
tokenizer.ggml.merges
[Ġ Ġ, Ġ t, e r, i n, Ġ ĠĠĠ, ...]
[Ġ Ġ, Ġ t, e r, i n, Ġ ĠĠĠ, ...]
-
tokenizer.ggml.model
gpt2
gpt2
-
tokenizer.ggml.padding_token_id
3
3
-
tokenizer.ggml.pre
tekken
tekken
-
tokenizer.ggml.token_type
[3, 3, 3, 3, 3, ...]
[3, 3, 3, 3, 3, ...]
-
tokenizer.ggml.tokens
[<unk>, <s>, </s>, <pad>, [/INST], ...]
[<unk>, <s>, </s>, <pad>, [/INST], ...]
-
tokenizer.ggml.unknown_token_id
0
0
-
xielu.alpha_n
[40.75, 31.625, 22.875, 16.875, 10.5, ...]
[40.75, 31.625, 22.875, 16.875, 10.5, ...]
-
xielu.alpha_p
[166, 174, 128, 72.5, 80.5, ...]
[166, 174, 128, 72.5, 80.5, ...]
-
xielu.beta
[0.5, 0.5, 0.5, 0.5, 0.5, ...]
[0.5, 0.5, 0.5, 0.5, 0.5, ...]
-
xielu.eps
[-9.983778e-07, -9.983778e-07, -9.983778e-07, -9.983778e-07, -9.983778e-07, ...]
[-9.983778e-07, -9.983778e-07, -9.983778e-07, -9.983778e-07, -9.983778e-07, ...]
-
Name
Type
Shape
-
BF16
[4096, 131072]
-
BF16
[4096, 1024]
-
blk.0.attn_k_norm.weight
F32
F32
[128]
-
blk.0.attn_norm.weight
F32
F32
[4096]
-
blk.0.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.0.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.0.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.0.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
BF16
[4096, 1024]
-
blk.1.attn_k_norm.weight
F32
F32
[128]
-
blk.1.attn_norm.weight
F32
F32
[4096]
-
blk.1.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.1.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.1.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.1.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
BF16
[4096, 1024]
-
blk.2.attn_k_norm.weight
F32
F32
[128]
-
blk.2.attn_norm.weight
F32
F32
[4096]
-
blk.2.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.2.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.2.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.2.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
BF16
[4096, 1024]
-
blk.3.attn_k_norm.weight
F32
F32
[128]
-
blk.3.attn_norm.weight
F32
F32
[4096]
-
blk.3.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.3.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.3.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.3.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
BF16
[4096, 1024]
-
blk.4.attn_k_norm.weight
F32
F32
[128]
-
blk.4.attn_norm.weight
F32
F32
[4096]
-
blk.4.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.4.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.4.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.4.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
BF16
[4096, 1024]
-
blk.5.attn_k_norm.weight
F32
F32
[128]
-
blk.5.attn_norm.weight
F32
F32
[4096]
-
blk.5.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.5.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.5.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.5.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
BF16
[4096, 1024]
-
blk.6.attn_k_norm.weight
F32
F32
[128]
-
blk.6.attn_norm.weight
F32
F32
[4096]
-
blk.6.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.6.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.6.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.6.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
BF16
[4096, 1024]
-
blk.7.attn_k_norm.weight
F32
F32
[128]
-
blk.7.attn_norm.weight
F32
F32
[4096]
-
blk.7.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.7.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.7.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.7.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
BF16
[4096, 1024]
-
blk.8.attn_k_norm.weight
F32
F32
[128]
-
blk.8.attn_norm.weight
F32
F32
[4096]
-
blk.8.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.8.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.8.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.8.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
BF16
[4096, 1024]
-
blk.9.attn_k_norm.weight
F32
F32
[128]
-
blk.9.attn_norm.weight
F32
F32
[4096]
-
blk.9.attn_output.weight
BF16
BF16
[4096, 4096]
-
BF16
[4096, 4096]
-
blk.9.attn_q_norm.weight
F32
F32
[128]
-
BF16
[4096, 1024]
-
blk.9.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.9.ffn_norm.weight
F32
F32
[4096]
-
BF16
[4096, 21504]
-
blk.10.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.10.attn_k_norm.weight
F32
F32
[128]
-
blk.10.attn_norm.weight
F32
F32
[4096]
-
blk.10.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.10.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.10.attn_q_norm.weight
F32
F32
[128]
-
blk.10.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.10.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.10.ffn_norm.weight
F32
F32
[4096]
-
blk.10.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.11.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.11.attn_k_norm.weight
F32
F32
[128]
-
blk.11.attn_norm.weight
F32
F32
[4096]
-
blk.11.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.11.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.11.attn_q_norm.weight
F32
F32
[128]
-
blk.11.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.11.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.11.ffn_norm.weight
F32
F32
[4096]
-
blk.11.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.12.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.12.attn_k_norm.weight
F32
F32
[128]
-
blk.12.attn_norm.weight
F32
F32
[4096]
-
blk.12.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.12.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.12.attn_q_norm.weight
F32
F32
[128]
-
blk.12.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.12.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.12.ffn_norm.weight
F32
F32
[4096]
-
blk.12.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.13.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.13.attn_k_norm.weight
F32
F32
[128]
-
blk.13.attn_norm.weight
F32
F32
[4096]
-
blk.13.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.13.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.13.attn_q_norm.weight
F32
F32
[128]
-
blk.13.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.13.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.13.ffn_norm.weight
F32
F32
[4096]
-
blk.13.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.14.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.14.attn_k_norm.weight
F32
F32
[128]
-
blk.14.attn_norm.weight
F32
F32
[4096]
-
blk.14.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.14.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.14.attn_q_norm.weight
F32
F32
[128]
-
blk.14.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.14.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.14.ffn_norm.weight
F32
F32
[4096]
-
blk.14.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.15.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.15.attn_k_norm.weight
F32
F32
[128]
-
blk.15.attn_norm.weight
F32
F32
[4096]
-
blk.15.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.15.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.15.attn_q_norm.weight
F32
F32
[128]
-
blk.15.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.15.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.15.ffn_norm.weight
F32
F32
[4096]
-
blk.15.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.16.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.16.attn_k_norm.weight
F32
F32
[128]
-
blk.16.attn_norm.weight
F32
F32
[4096]
-
blk.16.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.16.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.16.attn_q_norm.weight
F32
F32
[128]
-
blk.16.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.16.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.16.ffn_norm.weight
F32
F32
[4096]
-
blk.16.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.17.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.17.attn_k_norm.weight
F32
F32
[128]
-
blk.17.attn_norm.weight
F32
F32
[4096]
-
blk.17.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.17.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.17.attn_q_norm.weight
F32
F32
[128]
-
blk.17.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.17.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.17.ffn_norm.weight
F32
F32
[4096]
-
blk.17.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.18.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.18.attn_k_norm.weight
F32
F32
[128]
-
blk.18.attn_norm.weight
F32
F32
[4096]
-
blk.18.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.18.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.18.attn_q_norm.weight
F32
F32
[128]
-
blk.18.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.18.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.18.ffn_norm.weight
F32
F32
[4096]
-
blk.18.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.19.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.19.attn_k_norm.weight
F32
F32
[128]
-
blk.19.attn_norm.weight
F32
F32
[4096]
-
blk.19.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.19.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.19.attn_q_norm.weight
F32
F32
[128]
-
blk.19.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.19.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.19.ffn_norm.weight
F32
F32
[4096]
-
blk.19.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.20.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.20.attn_k_norm.weight
F32
F32
[128]
-
blk.20.attn_norm.weight
F32
F32
[4096]
-
blk.20.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.20.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.20.attn_q_norm.weight
F32
F32
[128]
-
blk.20.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.20.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.20.ffn_norm.weight
F32
F32
[4096]
-
blk.20.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.21.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.21.attn_k_norm.weight
F32
F32
[128]
-
blk.21.attn_norm.weight
F32
F32
[4096]
-
blk.21.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.21.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.21.attn_q_norm.weight
F32
F32
[128]
-
blk.21.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.21.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.21.ffn_norm.weight
F32
F32
[4096]
-
blk.21.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.22.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.22.attn_k_norm.weight
F32
F32
[128]
-
blk.22.attn_norm.weight
F32
F32
[4096]
-
blk.22.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.22.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.22.attn_q_norm.weight
F32
F32
[128]
-
blk.22.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.22.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.22.ffn_norm.weight
F32
F32
[4096]
-
blk.22.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.23.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.23.attn_k_norm.weight
F32
F32
[128]
-
blk.23.attn_norm.weight
F32
F32
[4096]
-
blk.23.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.23.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.23.attn_q_norm.weight
F32
F32
[128]
-
blk.23.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.23.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.23.ffn_norm.weight
F32
F32
[4096]
-
blk.23.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.24.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.24.attn_k_norm.weight
F32
F32
[128]
-
blk.24.attn_norm.weight
F32
F32
[4096]
-
blk.24.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.24.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.24.attn_q_norm.weight
F32
F32
[128]
-
blk.24.attn_v.weight
BF16
BF16
[4096, 1024]
-
blk.24.ffn_down.weight
BF16
BF16
[21504, 4096]
-
blk.24.ffn_norm.weight
F32
F32
[4096]
-
blk.24.ffn_up.weight
BF16
BF16
[4096, 21504]
-
blk.25.attn_k.weight
BF16
BF16
[4096, 1024]
-
blk.25.attn_k_norm.weight
F32
F32
[128]
-
blk.25.attn_norm.weight
F32
F32
[4096]
-
blk.25.attn_output.weight
BF16
BF16
[4096, 4096]
-
blk.25.attn_q.weight
BF16
BF16
[4096, 4096]
-
blk.25.attn_q_norm.weight
F32
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F32
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