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ingloryon
/
k2-horizon
:0.9b
121
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Updated
yesterday
IFM agentic models
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k2-horizon:0.9b
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model
741fb9ad2639 · 1.1GB
Metadata
general.architecture
k2-horizon
k2-horizon
general.file_type
Q8_0
Q8_0
k2-horizon.attention.group_norm_groups
1
1
k2-horizon.attention.head_count
32
32
k2-horizon.attention.head_count_kv
8
8
k2-horizon.attention.key_length
64
64
k2-horizon.attention.layer_norm_rms_epsilon
1e-06
1e-06
k2-horizon.attention.value_length
64
64
k2-horizon.block_count
28
28
k2-horizon.context_length
131072
131072
k2-horizon.embedding_length
1536
1536
k2-horizon.expert_count
0
0
k2-horizon.expert_used_count
0
0
k2-horizon.feed_forward_length
5120
5120
k2-horizon.rope.dimension_count
64
64
k2-horizon.rope.freq_base
1e+06
1e+06
k2-horizon.rope.scaling.factor
16
16
k2-horizon.rope.scaling.original_context_length
8192
8192
k2-horizon.rope.scaling.type
yarn
yarn
k2-horizon.rope.scaling.yarn_attn_factor
1.2772589
1.2772589
k2-horizon.rope.scaling.yarn_beta_fast
128
128
k2-horizon.rope.scaling.yarn_beta_slow
4
4
tokenizer.ggml.bos_token_id
0
0
tokenizer.ggml.eos_token_id
1
1
tokenizer.ggml.merges
[Ġ Ġ, Ø §, Ù Ħ, à ¤, i n, ...]
[Ġ Ġ, Ø §, Ù Ħ, à ¤, i n, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.padding_token_id
64255
64255
tokenizer.ggml.pre
k2-horizon
k2-horizon
tokenizer.ggml.token_type
[3, 3, 1, 1, 1, ...]
[3, 3, 1, 1, 1, ...]
tokenizer.ggml.tokens
[<|begin_of_text|>, <|endoftext|>, !, ", #, ...]
[<|begin_of_text|>, <|endoftext|>, !, ", #, ...]
Tensor
Name
Type
Shape
token_embd.weight
Q8_0
Q8_0
[1536, 64256]
blk.0
blk.0.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.0.attn_norm.weight
F32
F32
[1536]
blk.0.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.0.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.0.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.0.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.0.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.0.ffn_norm.weight
F32
F32
[1536]
blk.0.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.1
blk.1.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.1.attn_norm.weight
F32
F32
[1536]
blk.1.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.1.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.1.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.1.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.1.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.1.ffn_norm.weight
F32
F32
[1536]
blk.1.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.2
blk.2.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.2.attn_norm.weight
F32
F32
[1536]
blk.2.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.2.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.2.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.2.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.2.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.2.ffn_norm.weight
F32
F32
[1536]
blk.2.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.3
blk.3.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.3.attn_norm.weight
F32
F32
[1536]
blk.3.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.3.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.3.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.3.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.3.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.3.ffn_norm.weight
F32
F32
[1536]
blk.3.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.4
blk.4.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.4.attn_norm.weight
F32
F32
[1536]
blk.4.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.4.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.4.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.4.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.4.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.4.ffn_norm.weight
F32
F32
[1536]
blk.4.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.5
blk.5.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.5.attn_norm.weight
F32
F32
[1536]
blk.5.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.5.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.5.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.5.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.5.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.5.ffn_norm.weight
F32
F32
[1536]
blk.5.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.6
blk.6.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.6.attn_norm.weight
F32
F32
[1536]
blk.6.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.6.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.6.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.6.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.6.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.6.ffn_norm.weight
F32
F32
[1536]
blk.6.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.7
blk.7.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.7.attn_norm.weight
F32
F32
[1536]
blk.7.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.7.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.7.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.7.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.7.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.7.ffn_norm.weight
F32
F32
[1536]
blk.7.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.8
blk.8.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.8.attn_norm.weight
F32
F32
[1536]
blk.8.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.8.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.8.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.8.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.8.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.8.ffn_norm.weight
F32
F32
[1536]
blk.8.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.9
blk.9.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.9.attn_norm.weight
F32
F32
[1536]
blk.9.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.9.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.9.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.9.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.9.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.9.ffn_norm.weight
F32
F32
[1536]
blk.9.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.10
blk.10.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.10.attn_norm.weight
F32
F32
[1536]
blk.10.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.10.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.10.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.10.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.10.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.10.ffn_norm.weight
F32
F32
[1536]
blk.10.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.11
blk.11.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.11.attn_norm.weight
F32
F32
[1536]
blk.11.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.11.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.11.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.11.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.11.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.11.ffn_norm.weight
F32
F32
[1536]
blk.11.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.12
blk.12.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.12.attn_norm.weight
F32
F32
[1536]
blk.12.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.12.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.12.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.12.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.12.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.12.ffn_norm.weight
F32
F32
[1536]
blk.12.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.13
blk.13.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.13.attn_norm.weight
F32
F32
[1536]
blk.13.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.13.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.13.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.13.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.13.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.13.ffn_norm.weight
F32
F32
[1536]
blk.13.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.14
blk.14.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.14.attn_norm.weight
F32
F32
[1536]
blk.14.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.14.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.14.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.14.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.14.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.14.ffn_norm.weight
F32
F32
[1536]
blk.14.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.15
blk.15.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.15.attn_norm.weight
F32
F32
[1536]
blk.15.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.15.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.15.attn_v.weight
Q8_0
Q8_0
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blk.15.ffn_down.weight
Q8_0
Q8_0
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blk.15.ffn_gate.weight
Q8_0
Q8_0
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blk.15.ffn_norm.weight
F32
F32
[1536]
blk.15.ffn_up.weight
Q8_0
Q8_0
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blk.16
blk.16.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.16.attn_norm.weight
F32
F32
[1536]
blk.16.attn_output.weight
Q8_0
Q8_0
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blk.16.attn_q.weight
Q8_0
Q8_0
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blk.16.attn_v.weight
Q8_0
Q8_0
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blk.16.ffn_down.weight
Q8_0
Q8_0
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blk.16.ffn_gate.weight
Q8_0
Q8_0
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blk.16.ffn_norm.weight
F32
F32
[1536]
blk.16.ffn_up.weight
Q8_0
Q8_0
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blk.17
blk.17.attn_k.weight
Q8_0
Q8_0
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blk.17.attn_norm.weight
F32
F32
[1536]
blk.17.attn_output.weight
Q8_0
Q8_0
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blk.17.attn_q.weight
Q8_0
Q8_0
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Q8_0
Q8_0
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blk.17.ffn_down.weight
Q8_0
Q8_0
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blk.17.ffn_gate.weight
Q8_0
Q8_0
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blk.17.ffn_norm.weight
F32
F32
[1536]
blk.17.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.18
blk.18.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.18.attn_norm.weight
F32
F32
[1536]
blk.18.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.18.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.18.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.18.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.18.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.18.ffn_norm.weight
F32
F32
[1536]
blk.18.ffn_up.weight
Q8_0
Q8_0
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blk.19
blk.19.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.19.attn_norm.weight
F32
F32
[1536]
blk.19.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.19.attn_q.weight
Q8_0
Q8_0
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blk.19.attn_v.weight
Q8_0
Q8_0
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blk.19.ffn_down.weight
Q8_0
Q8_0
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blk.19.ffn_gate.weight
Q8_0
Q8_0
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blk.19.ffn_norm.weight
F32
F32
[1536]
blk.19.ffn_up.weight
Q8_0
Q8_0
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blk.20
blk.20.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.20.attn_norm.weight
F32
F32
[1536]
blk.20.attn_output.weight
Q8_0
Q8_0
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blk.20.attn_q.weight
Q8_0
Q8_0
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blk.20.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.20.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.20.ffn_gate.weight
Q8_0
Q8_0
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blk.20.ffn_norm.weight
F32
F32
[1536]
blk.20.ffn_up.weight
Q8_0
Q8_0
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blk.21
blk.21.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.21.attn_norm.weight
F32
F32
[1536]
blk.21.attn_output.weight
Q8_0
Q8_0
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blk.21.attn_q.weight
Q8_0
Q8_0
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blk.21.attn_v.weight
Q8_0
Q8_0
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blk.21.ffn_down.weight
Q8_0
Q8_0
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blk.21.ffn_gate.weight
Q8_0
Q8_0
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blk.21.ffn_norm.weight
F32
F32
[1536]
blk.21.ffn_up.weight
Q8_0
Q8_0
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blk.22
blk.22.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.22.attn_norm.weight
F32
F32
[1536]
blk.22.attn_output.weight
Q8_0
Q8_0
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blk.22.attn_q.weight
Q8_0
Q8_0
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blk.22.attn_v.weight
Q8_0
Q8_0
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blk.22.ffn_down.weight
Q8_0
Q8_0
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blk.22.ffn_gate.weight
Q8_0
Q8_0
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blk.22.ffn_norm.weight
F32
F32
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blk.22.ffn_up.weight
Q8_0
Q8_0
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blk.23
blk.23.attn_k.weight
Q8_0
Q8_0
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blk.23.attn_norm.weight
F32
F32
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blk.23.attn_output.weight
Q8_0
Q8_0
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blk.23.attn_q.weight
Q8_0
Q8_0
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Q8_0
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Q8_0
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blk.23.ffn_gate.weight
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Q8_0
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blk.23.ffn_norm.weight
F32
F32
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blk.23.ffn_up.weight
Q8_0
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blk.24
blk.24.attn_k.weight
Q8_0
Q8_0
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blk.24.attn_norm.weight
F32
F32
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blk.24.attn_output.weight
Q8_0
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blk.24.ffn_norm.weight
F32
F32
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blk.24.ffn_up.weight
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blk.25
blk.25.attn_k.weight
Q8_0
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blk.25.attn_norm.weight
F32
F32
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blk.25.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.25.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.25.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.25.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.25.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.25.ffn_norm.weight
F32
F32
[1536]
blk.25.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.26
blk.26.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.26.attn_norm.weight
F32
F32
[1536]
blk.26.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.26.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.26.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.26.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.26.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.26.ffn_norm.weight
F32
F32
[1536]
blk.26.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
blk.27
blk.27.attn_k.weight
Q8_0
Q8_0
[1536, 512]
blk.27.attn_norm.weight
F32
F32
[1536]
blk.27.attn_output.weight
Q8_0
Q8_0
[2048, 1536]
blk.27.attn_q.weight
Q8_0
Q8_0
[1536, 2048]
blk.27.attn_v.weight
Q8_0
Q8_0
[1536, 512]
blk.27.ffn_down.weight
Q8_0
Q8_0
[5120, 1536]
blk.27.ffn_gate.weight
Q8_0
Q8_0
[1536, 5120]
blk.27.ffn_norm.weight
F32
F32
[1536]
blk.27.ffn_up.weight
Q8_0
Q8_0
[1536, 5120]
output.weight
Q8_0
Q8_0
[1536, 64256]
output_norm.weight
F32
F32
[1536]