yi:34b-q4_K_S/model

Yi 1.5 is a high-performing, bilingual language model.

6b 9b 34b

252.5K Pulls Updated 7 months ago

174 Tags

yi:34b-q4_K_S ... /

model

3e229144453d · 20GB

Metadata

general.architecture

llama
general.file_type

14
general.name

LLaMA v2
general.quantization_version

2
llama.attention.head_count

56
llama.attention.head_count_kv

8
llama.attention.layer_norm_rms_epsilon

1e-05
llama.block_count

60
llama.context_length

4096
llama.embedding_length

7168
llama.feed_forward_length

20480
llama.rope.dimension_count

128
llama.rope.freq_base

5e+06
tokenizer.ggml.model

llama
tokenizer.ggml.scores

[0, 0, 0, 0, 0, ...]
tokenizer.ggml.token_type

[2, 3, 3, 3, 3, ...]
tokenizer.ggml.tokens

[<unk>, <|startoftext|>, <|endoftext|>, <|Human|>, <|Assistant|>, ...]

Tensor

Name

Type

Shape
token_embd.weight

Q4_K

[7168, 64000]

blk.0

blk.0.attn_k.weight

Q4_K

[7168, 1024]
blk.0.attn_norm.weight

F32

[7168]
blk.0.attn_output.weight

Q4_K

[7168, 7168]
blk.0.attn_q.weight

Q4_K

[7168, 7168]
blk.0.attn_v.weight

Q5_K

[7168, 1024]
blk.0.ffn_down.weight

Q5_K

[20480, 7168]
blk.0.ffn_gate.weight

Q4_K

[7168, 20480]
blk.0.ffn_norm.weight

F32

[7168]
blk.0.ffn_up.weight

Q4_K

[7168, 20480]

blk.1

blk.1.attn_k.weight

Q4_K

[7168, 1024]
blk.1.attn_norm.weight

F32

[7168]
blk.1.attn_output.weight

Q4_K

[7168, 7168]
blk.1.attn_q.weight

Q4_K

[7168, 7168]
blk.1.attn_v.weight

Q5_K

[7168, 1024]
blk.1.ffn_down.weight

Q5_K

[20480, 7168]
blk.1.ffn_gate.weight

Q4_K

[7168, 20480]
blk.1.ffn_norm.weight

F32

[7168]
blk.1.ffn_up.weight

Q4_K

[7168, 20480]

blk.2

blk.2.attn_k.weight

Q4_K

[7168, 1024]
blk.2.attn_norm.weight

F32

[7168]
blk.2.attn_output.weight

Q4_K

[7168, 7168]
blk.2.attn_q.weight

Q4_K

[7168, 7168]
blk.2.attn_v.weight

Q5_K

[7168, 1024]
blk.2.ffn_down.weight

Q5_K

[20480, 7168]
blk.2.ffn_gate.weight

Q4_K

[7168, 20480]
blk.2.ffn_norm.weight

F32

[7168]
blk.2.ffn_up.weight

Q4_K

[7168, 20480]

blk.3

blk.3.attn_k.weight

Q4_K

[7168, 1024]
blk.3.attn_norm.weight

F32

[7168]
blk.3.attn_output.weight

Q4_K

[7168, 7168]
blk.3.attn_q.weight

Q4_K

[7168, 7168]
blk.3.attn_v.weight

Q5_K

[7168, 1024]
blk.3.ffn_down.weight

Q5_K

[20480, 7168]
blk.3.ffn_gate.weight

Q4_K

[7168, 20480]
blk.3.ffn_norm.weight

F32

[7168]
blk.3.ffn_up.weight

Q4_K

[7168, 20480]

blk.4

blk.4.attn_k.weight

Q4_K

[7168, 1024]
blk.4.attn_norm.weight

F32

[7168]
blk.4.attn_output.weight

Q4_K

[7168, 7168]
blk.4.attn_q.weight

Q4_K

[7168, 7168]
blk.4.attn_v.weight

Q4_K

[7168, 1024]
blk.4.ffn_down.weight

Q4_K

[20480, 7168]
blk.4.ffn_gate.weight

Q4_K

[7168, 20480]
blk.4.ffn_norm.weight

F32

[7168]
blk.4.ffn_up.weight

Q4_K

[7168, 20480]

blk.5

blk.5.attn_k.weight

Q4_K

[7168, 1024]
blk.5.attn_norm.weight

F32

[7168]
blk.5.attn_output.weight

Q4_K

[7168, 7168]
blk.5.attn_q.weight

Q4_K

[7168, 7168]
blk.5.attn_v.weight

Q4_K

[7168, 1024]
blk.5.ffn_down.weight

Q4_K

[20480, 7168]
blk.5.ffn_gate.weight

Q4_K

[7168, 20480]
blk.5.ffn_norm.weight

F32

[7168]
blk.5.ffn_up.weight

Q4_K

[7168, 20480]

blk.6

blk.6.attn_k.weight

Q4_K

[7168, 1024]
blk.6.attn_norm.weight

F32

[7168]
blk.6.attn_output.weight

Q4_K

[7168, 7168]
blk.6.attn_q.weight

Q4_K

[7168, 7168]
blk.6.attn_v.weight

Q4_K

[7168, 1024]
blk.6.ffn_down.weight

Q4_K

[20480, 7168]
blk.6.ffn_gate.weight

Q4_K

[7168, 20480]
blk.6.ffn_norm.weight

F32

[7168]
blk.6.ffn_up.weight

Q4_K

[7168, 20480]

blk.7

blk.7.attn_k.weight

Q4_K

[7168, 1024]
blk.7.attn_norm.weight

F32

[7168]
blk.7.attn_output.weight

Q4_K

[7168, 7168]
blk.7.attn_q.weight

Q4_K

[7168, 7168]
blk.7.attn_v.weight

Q4_K

[7168, 1024]
blk.7.ffn_down.weight

Q4_K

[20480, 7168]
blk.7.ffn_gate.weight

Q4_K

[7168, 20480]
blk.7.ffn_norm.weight

F32

[7168]
blk.7.ffn_up.weight

Q4_K

[7168, 20480]

blk.8

blk.8.attn_k.weight

Q4_K

[7168, 1024]
blk.8.attn_norm.weight

F32

[7168]
blk.8.attn_output.weight

Q4_K

[7168, 7168]
blk.8.attn_q.weight

Q4_K

[7168, 7168]
blk.8.attn_v.weight

Q4_K

[7168, 1024]
blk.8.ffn_down.weight

Q4_K

[20480, 7168]
blk.8.ffn_gate.weight

Q4_K

[7168, 20480]
blk.8.ffn_norm.weight

F32

[7168]
blk.8.ffn_up.weight

Q4_K

[7168, 20480]

blk.9

blk.9.attn_k.weight

Q4_K

[7168, 1024]
blk.9.attn_norm.weight

F32

[7168]
blk.9.attn_output.weight

Q4_K

[7168, 7168]
blk.9.attn_q.weight

Q4_K

[7168, 7168]
blk.9.attn_v.weight

Q4_K

[7168, 1024]
blk.9.ffn_down.weight

Q4_K

[20480, 7168]
blk.9.ffn_gate.weight

Q4_K

[7168, 20480]
blk.9.ffn_norm.weight

F32

[7168]
blk.9.ffn_up.weight

Q4_K

[7168, 20480]

blk.10

blk.10.attn_k.weight

Q4_K

[7168, 1024]
blk.10.attn_norm.weight

F32

[7168]
blk.10.attn_output.weight

Q4_K

[7168, 7168]
blk.10.attn_q.weight

Q4_K

[7168, 7168]
blk.10.attn_v.weight

Q4_K

[7168, 1024]
blk.10.ffn_down.weight

Q4_K

[20480, 7168]
blk.10.ffn_gate.weight

Q4_K

[7168, 20480]
blk.10.ffn_norm.weight

F32

[7168]
blk.10.ffn_up.weight

Q4_K

[7168, 20480]

blk.11

blk.11.attn_k.weight

Q4_K

[7168, 1024]
blk.11.attn_norm.weight

F32

[7168]
blk.11.attn_output.weight

Q4_K

[7168, 7168]
blk.11.attn_q.weight

Q4_K

[7168, 7168]
blk.11.attn_v.weight

Q4_K

[7168, 1024]
blk.11.ffn_down.weight

Q4_K

[20480, 7168]
blk.11.ffn_gate.weight

Q4_K

[7168, 20480]
blk.11.ffn_norm.weight

F32

[7168]
blk.11.ffn_up.weight

Q4_K

[7168, 20480]

blk.12

blk.12.attn_k.weight

Q4_K

[7168, 1024]
blk.12.attn_norm.weight

F32

[7168]
blk.12.attn_output.weight

Q4_K

[7168, 7168]
blk.12.attn_q.weight

Q4_K

[7168, 7168]
blk.12.attn_v.weight

Q4_K

[7168, 1024]
blk.12.ffn_down.weight

Q4_K

[20480, 7168]
blk.12.ffn_gate.weight

Q4_K

[7168, 20480]
blk.12.ffn_norm.weight

F32

[7168]
blk.12.ffn_up.weight

Q4_K

[7168, 20480]

blk.13

blk.13.attn_k.weight

Q4_K

[7168, 1024]
blk.13.attn_norm.weight

F32

[7168]
blk.13.attn_output.weight

Q4_K

[7168, 7168]
blk.13.attn_q.weight

Q4_K

[7168, 7168]
blk.13.attn_v.weight

Q4_K

[7168, 1024]
blk.13.ffn_down.weight

Q4_K

[20480, 7168]
blk.13.ffn_gate.weight

Q4_K

[7168, 20480]
blk.13.ffn_norm.weight

F32

[7168]
blk.13.ffn_up.weight

Q4_K

[7168, 20480]

blk.14

blk.14.attn_k.weight

Q4_K

[7168, 1024]
blk.14.attn_norm.weight

F32

[7168]
blk.14.attn_output.weight

Q4_K

[7168, 7168]
blk.14.attn_q.weight

Q4_K

[7168, 7168]
blk.14.attn_v.weight

Q4_K

[7168, 1024]
blk.14.ffn_down.weight

Q4_K

[20480, 7168]
blk.14.ffn_gate.weight

Q4_K

[7168, 20480]
blk.14.ffn_norm.weight

F32

[7168]
blk.14.ffn_up.weight

Q4_K

[7168, 20480]

blk.15

blk.15.attn_k.weight

Q4_K

[7168, 1024]
blk.15.attn_norm.weight

F32

[7168]
blk.15.attn_output.weight

Q4_K

[7168, 7168]
blk.15.attn_q.weight

Q4_K

[7168, 7168]
blk.15.attn_v.weight

Q4_K

[7168, 1024]
blk.15.ffn_down.weight

Q4_K

[20480, 7168]
blk.15.ffn_gate.weight

Q4_K

[7168, 20480]
blk.15.ffn_norm.weight

F32

[7168]
blk.15.ffn_up.weight

Q4_K

[7168, 20480]

blk.16

blk.16.attn_k.weight

Q4_K

[7168, 1024]
blk.16.attn_norm.weight

F32

[7168]
blk.16.attn_output.weight

Q4_K

[7168, 7168]
blk.16.attn_q.weight

Q4_K

[7168, 7168]
blk.16.attn_v.weight

Q4_K

[7168, 1024]
blk.16.ffn_down.weight

Q4_K

[20480, 7168]
blk.16.ffn_gate.weight

Q4_K

[7168, 20480]
blk.16.ffn_norm.weight

F32

[7168]
blk.16.ffn_up.weight

Q4_K

[7168, 20480]

blk.17

blk.17.attn_k.weight

Q4_K

[7168, 1024]
blk.17.attn_norm.weight

F32

[7168]
blk.17.attn_output.weight

Q4_K

[7168, 7168]
blk.17.attn_q.weight

Q4_K

[7168, 7168]
blk.17.attn_v.weight

Q4_K

[7168, 1024]
blk.17.ffn_down.weight

Q4_K

[20480, 7168]
blk.17.ffn_gate.weight

Q4_K

[7168, 20480]
blk.17.ffn_norm.weight

F32

[7168]
blk.17.ffn_up.weight

Q4_K

[7168, 20480]

blk.18

blk.18.attn_k.weight

Q4_K

[7168, 1024]
blk.18.attn_norm.weight

F32

[7168]
blk.18.attn_output.weight

Q4_K

[7168, 7168]
blk.18.attn_q.weight

Q4_K

[7168, 7168]
blk.18.attn_v.weight

Q4_K

[7168, 1024]
blk.18.ffn_down.weight

Q4_K

[20480, 7168]
blk.18.ffn_gate.weight

Q4_K

[7168, 20480]
blk.18.ffn_norm.weight

F32

[7168]
blk.18.ffn_up.weight

Q4_K

[7168, 20480]

blk.19

blk.19.attn_k.weight

Q4_K

[7168, 1024]
blk.19.attn_norm.weight

F32

[7168]
blk.19.attn_output.weight

Q4_K

[7168, 7168]
blk.19.attn_q.weight

Q4_K

[7168, 7168]
blk.19.attn_v.weight

Q4_K

[7168, 1024]
blk.19.ffn_down.weight

Q4_K

[20480, 7168]
blk.19.ffn_gate.weight

Q4_K

[7168, 20480]
blk.19.ffn_norm.weight

F32

[7168]
blk.19.ffn_up.weight

Q4_K

[7168, 20480]

blk.20

blk.20.attn_k.weight

Q4_K

[7168, 1024]
blk.20.attn_norm.weight

F32

[7168]
blk.20.attn_output.weight

Q4_K

[7168, 7168]
blk.20.attn_q.weight

Q4_K

[7168, 7168]
blk.20.attn_v.weight

Q4_K

[7168, 1024]
blk.20.ffn_down.weight

Q4_K

[20480, 7168]
blk.20.ffn_gate.weight

Q4_K

[7168, 20480]
blk.20.ffn_norm.weight

F32

[7168]
blk.20.ffn_up.weight

Q4_K

[7168, 20480]

blk.21

blk.21.attn_k.weight

Q4_K

[7168, 1024]
blk.21.attn_norm.weight

F32

[7168]
blk.21.attn_output.weight

Q4_K

[7168, 7168]
blk.21.attn_q.weight

Q4_K

[7168, 7168]
blk.21.attn_v.weight

Q4_K

[7168, 1024]
blk.21.ffn_down.weight

Q4_K

[20480, 7168]
blk.21.ffn_gate.weight

Q4_K

[7168, 20480]
blk.21.ffn_norm.weight

F32

[7168]
blk.21.ffn_up.weight

Q4_K

[7168, 20480]

blk.22

blk.22.attn_k.weight

Q4_K

[7168, 1024]
blk.22.attn_norm.weight

F32

[7168]
blk.22.attn_output.weight

Q4_K

[7168, 7168]
blk.22.attn_q.weight

Q4_K

[7168, 7168]
blk.22.attn_v.weight

Q4_K

[7168, 1024]
blk.22.ffn_down.weight

Q4_K

[20480, 7168]
blk.22.ffn_gate.weight

Q4_K

[7168, 20480]
blk.22.ffn_norm.weight

F32

[7168]
blk.22.ffn_up.weight

Q4_K

[7168, 20480]

blk.23

blk.23.attn_k.weight

Q4_K

[7168, 1024]
blk.23.attn_norm.weight

F32

[7168]
blk.23.attn_output.weight

Q4_K

[7168, 7168]
blk.23.attn_q.weight

Q4_K

[7168, 7168]
blk.23.attn_v.weight

Q4_K

[7168, 1024]
blk.23.ffn_down.weight

Q4_K

[20480, 7168]
blk.23.ffn_gate.weight

Q4_K

[7168, 20480]
blk.23.ffn_norm.weight

F32

[7168]
blk.23.ffn_up.weight

Q4_K

[7168, 20480]

blk.24

blk.24.attn_k.weight

Q4_K

[7168, 1024]
blk.24.attn_norm.weight

F32

[7168]
blk.24.attn_output.weight

Q4_K

[7168, 7168]
blk.24.attn_q.weight

Q4_K

[7168, 7168]
blk.24.attn_v.weight

Q4_K

[7168, 1024]
blk.24.ffn_down.weight

Q4_K

[20480, 7168]
blk.24.ffn_gate.weight

Q4_K

[7168, 20480]
blk.24.ffn_norm.weight

F32

[7168]
blk.24.ffn_up.weight

Q4_K

[7168, 20480]

blk.25

blk.25.attn_k.weight

Q4_K

[7168, 1024]
blk.25.attn_norm.weight

F32

[7168]
blk.25.attn_output.weight

Q4_K

[7168, 7168]
blk.25.attn_q.weight

Q4_K

[7168, 7168]
blk.25.attn_v.weight

Q4_K

[7168, 1024]
blk.25.ffn_down.weight

Q4_K

[20480, 7168]
blk.25.ffn_gate.weight

Q4_K

[7168, 20480]
blk.25.ffn_norm.weight

F32

[7168]
blk.25.ffn_up.weight

Q4_K

[7168, 20480]

blk.26

blk.26.attn_k.weight

Q4_K

[7168, 1024]
blk.26.attn_norm.weight

F32

[7168]
blk.26.attn_output.weight

Q4_K

[7168, 7168]
blk.26.attn_q.weight

Q4_K

[7168, 7168]
blk.26.attn_v.weight

Q4_K

[7168, 1024]
blk.26.ffn_down.weight

Q4_K

[20480, 7168]
blk.26.ffn_gate.weight

Q4_K

[7168, 20480]
blk.26.ffn_norm.weight

F32

[7168]
blk.26.ffn_up.weight

Q4_K

[7168, 20480]

blk.27

blk.27.attn_k.weight

Q4_K

[7168, 1024]
blk.27.attn_norm.weight

F32

[7168]
blk.27.attn_output.weight

Q4_K

[7168, 7168]
blk.27.attn_q.weight

Q4_K

[7168, 7168]
blk.27.attn_v.weight

Q4_K

[7168, 1024]
blk.27.ffn_down.weight

Q4_K

[20480, 7168]
blk.27.ffn_gate.weight

Q4_K

[7168, 20480]
blk.27.ffn_norm.weight

F32

[7168]
blk.27.ffn_up.weight

Q4_K

[7168, 20480]

blk.28

blk.28.attn_k.weight

Q4_K

[7168, 1024]
blk.28.attn_norm.weight

F32

[7168]
blk.28.attn_output.weight

Q4_K

[7168, 7168]
blk.28.attn_q.weight

Q4_K

[7168, 7168]
blk.28.attn_v.weight

Q4_K

[7168, 1024]
blk.28.ffn_down.weight

Q4_K

[20480, 7168]
blk.28.ffn_gate.weight

Q4_K

[7168, 20480]
blk.28.ffn_norm.weight

F32

[7168]
blk.28.ffn_up.weight

Q4_K

[7168, 20480]

blk.29

blk.29.attn_k.weight

Q4_K

[7168, 1024]
blk.29.attn_norm.weight

F32

[7168]
blk.29.attn_output.weight

Q4_K

[7168, 7168]
blk.29.attn_q.weight

Q4_K

[7168, 7168]
blk.29.attn_v.weight

Q4_K

[7168, 1024]
blk.29.ffn_down.weight

Q4_K

[20480, 7168]
blk.29.ffn_gate.weight

Q4_K

[7168, 20480]
blk.29.ffn_norm.weight

F32

[7168]
blk.29.ffn_up.weight

Q4_K

[7168, 20480]

blk.30

blk.30.attn_k.weight

Q4_K

[7168, 1024]
blk.30.attn_norm.weight

F32

[7168]
blk.30.attn_output.weight

Q4_K

[7168, 7168]
blk.30.attn_q.weight

Q4_K

[7168, 7168]
blk.30.attn_v.weight

Q4_K

[7168, 1024]
blk.30.ffn_down.weight

Q4_K

[20480, 7168]
blk.30.ffn_gate.weight

Q4_K

[7168, 20480]
blk.30.ffn_norm.weight

F32

[7168]
blk.30.ffn_up.weight

Q4_K

[7168, 20480]

blk.31

blk.31.attn_k.weight

Q4_K

[7168, 1024]
blk.31.attn_norm.weight

F32

[7168]
blk.31.attn_output.weight

Q4_K

[7168, 7168]
blk.31.attn_q.weight

Q4_K

[7168, 7168]
blk.31.attn_v.weight

Q4_K

[7168, 1024]
blk.31.ffn_down.weight

Q4_K

[20480, 7168]
blk.31.ffn_gate.weight

Q4_K

[7168, 20480]
blk.31.ffn_norm.weight

F32

[7168]
blk.31.ffn_up.weight

Q4_K

[7168, 20480]

blk.32

blk.32.attn_k.weight

Q4_K

[7168, 1024]
blk.32.attn_norm.weight

F32

[7168]
blk.32.attn_output.weight

Q4_K

[7168, 7168]
blk.32.attn_q.weight

Q4_K

[7168, 7168]
blk.32.attn_v.weight

Q4_K

[7168, 1024]
blk.32.ffn_down.weight

Q4_K

[20480, 7168]
blk.32.ffn_gate.weight

Q4_K

[7168, 20480]
blk.32.ffn_norm.weight

F32

[7168]
blk.32.ffn_up.weight

Q4_K

[7168, 20480]

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blk.38

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F32

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Q4_K

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blk.39

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Q4_K

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blk.40

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F32

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F32

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Q4_K

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blk.41

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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blk.42

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F32

[7168]
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Q4_K

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Q4_K

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F32

[7168]
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Q4_K

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blk.43

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F32

[7168]
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Q4_K

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Q4_K

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F32

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Q4_K

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blk.44

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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F32

[7168]
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Q4_K

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blk.45

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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Q4_K

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F32

[7168]
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Q4_K

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blk.46

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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F32

[7168]
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Q4_K

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blk.47

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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Q4_K

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Q4_K

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F32

[7168]
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Q4_K

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blk.48

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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Q4_K

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F32

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Q4_K

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blk.49

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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Q4_K

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Q4_K

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F32

[7168]
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Q4_K

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blk.50

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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Q4_K

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Q4_K

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F32

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Q4_K

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blk.51

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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Q4_K

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Q4_K

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F32

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Q4_K

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blk.52

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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Q4_K

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Q4_K

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F32

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Q4_K

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blk.53

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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Q4_K

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Q4_K

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blk.53.ffn_norm.weight

F32

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Q4_K

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blk.54

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Q4_K

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blk.54.attn_norm.weight

F32

[7168]
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Q4_K

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Q4_K

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blk.54.attn_v.weight

Q4_K

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Q4_K

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Q4_K

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F32

[7168]
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Q4_K

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blk.55

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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Q4_K

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Q4_K

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Q4_K

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F32

[7168]
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Q4_K

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blk.56

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Q4_K

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F32

[7168]
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Q4_K

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blk.56.attn_q.weight

Q4_K

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blk.56.attn_v.weight

Q4_K

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blk.56.ffn_down.weight

Q4_K

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blk.56.ffn_gate.weight

Q4_K

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blk.56.ffn_norm.weight

F32

[7168]
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Q4_K

[7168, 20480]

blk.57

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Q4_K

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F32

[7168]
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Q4_K

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blk.57.attn_q.weight

Q4_K

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blk.57.attn_v.weight

Q4_K

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blk.57.ffn_down.weight

Q4_K

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blk.57.ffn_gate.weight

Q4_K

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blk.57.ffn_norm.weight

F32

[7168]
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Q4_K

[7168, 20480]

blk.58

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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blk.58.attn_v.weight

Q4_K

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blk.58.ffn_down.weight

Q4_K

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blk.58.ffn_gate.weight

Q4_K

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blk.58.ffn_norm.weight

F32

[7168]
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Q4_K

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blk.59

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Q4_K

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F32

[7168]
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Q4_K

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Q4_K

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blk.59.attn_v.weight

Q4_K

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blk.59.ffn_down.weight

Q4_K

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blk.59.ffn_gate.weight

Q4_K

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F32

[7168]
blk.59.ffn_up.weight

Q4_K

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Q6_K

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F32

[7168]