qwen

Qwen 1.5 is a series of large language models by Alibaba Cloud spanning from 0.5B to 110B parameters

0.5b 1.8b 4b 7b 14b 32b 72b 110b

4.1M Pulls Updated 6 months ago

379 Tags

qwen:72b-chat-q5_K_M ... /

model

103d3cf8ca57 · 53GB

Metadata

general.architecture

qwen
general.file_type

17
general.name

Qwen
general.quantization_version

2
qwen.attention.head_count

64
qwen.attention.layer_norm_rms_epsilon

1e-06
qwen.block_count

80
qwen.context_length

32768
qwen.embedding_length

8192
qwen.feed_forward_length

49152
qwen.rope.dimension_count

128
qwen.rope.freq_base

1e+06
tokenizer.ggml.bos_token_id

151643
tokenizer.ggml.eos_token_id

151643
tokenizer.ggml.merges

[Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
tokenizer.ggml.model

gpt2
tokenizer.ggml.token_type

[1, 1, 1, 1, 1, ...]
tokenizer.ggml.tokens

[!, ", #, $, %, ...]
tokenizer.ggml.unknown_token_id

151643

Tensor

Name

Type

Shape
token_embd.weight

Q5_K

[8192, 152064]

blk.0

blk.0.attn_norm.weight

F32

[8192]
blk.0.attn_output.weight

Q5_K

[8192, 8192]
blk.0.attn_qkv.bias

F32

[24576]
blk.0.attn_qkv.weight

Q6_K

[8192, 24576]
blk.0.ffn_down.weight

Q6_K

[24576, 8192]
blk.0.ffn_gate.weight

Q5_K

[8192, 24576]
blk.0.ffn_norm.weight

F32

[8192]
blk.0.ffn_up.weight

Q5_K

[8192, 24576]

blk.1

blk.1.attn_norm.weight

F32

[8192]
blk.1.attn_output.weight

Q5_K

[8192, 8192]
blk.1.attn_qkv.bias

F32

[24576]
blk.1.attn_qkv.weight

Q6_K

[8192, 24576]
blk.1.ffn_down.weight

Q6_K

[24576, 8192]
blk.1.ffn_gate.weight

Q5_K

[8192, 24576]
blk.1.ffn_norm.weight

F32

[8192]
blk.1.ffn_up.weight

Q5_K

[8192, 24576]

blk.2

blk.2.attn_norm.weight

F32

[8192]
blk.2.attn_output.weight

Q5_K

[8192, 8192]
blk.2.attn_qkv.bias

F32

[24576]
blk.2.attn_qkv.weight

Q6_K

[8192, 24576]
blk.2.ffn_down.weight

Q6_K

[24576, 8192]
blk.2.ffn_gate.weight

Q5_K

[8192, 24576]
blk.2.ffn_norm.weight

F32

[8192]
blk.2.ffn_up.weight

Q5_K

[8192, 24576]

blk.3

blk.3.attn_norm.weight

F32

[8192]
blk.3.attn_output.weight

Q5_K

[8192, 8192]
blk.3.attn_qkv.bias

F32

[24576]
blk.3.attn_qkv.weight

Q6_K

[8192, 24576]
blk.3.ffn_down.weight

Q6_K

[24576, 8192]
blk.3.ffn_gate.weight

Q5_K

[8192, 24576]
blk.3.ffn_norm.weight

F32

[8192]
blk.3.ffn_up.weight

Q5_K

[8192, 24576]

blk.4

blk.4.attn_norm.weight

F32

[8192]
blk.4.attn_output.weight

Q5_K

[8192, 8192]
blk.4.attn_qkv.bias

F32

[24576]
blk.4.attn_qkv.weight

Q6_K

[8192, 24576]
blk.4.ffn_down.weight

Q6_K

[24576, 8192]
blk.4.ffn_gate.weight

Q5_K

[8192, 24576]
blk.4.ffn_norm.weight

F32

[8192]
blk.4.ffn_up.weight

Q5_K

[8192, 24576]

blk.5

blk.5.attn_norm.weight

F32

[8192]
blk.5.attn_output.weight

Q5_K

[8192, 8192]
blk.5.attn_qkv.bias

F32

[24576]
blk.5.attn_qkv.weight

Q6_K

[8192, 24576]
blk.5.ffn_down.weight

Q6_K

[24576, 8192]
blk.5.ffn_gate.weight

Q5_K

[8192, 24576]
blk.5.ffn_norm.weight

F32

[8192]
blk.5.ffn_up.weight

Q5_K

[8192, 24576]

blk.6

blk.6.attn_norm.weight

F32

[8192]
blk.6.attn_output.weight

Q5_K

[8192, 8192]
blk.6.attn_qkv.bias

F32

[24576]
blk.6.attn_qkv.weight

Q6_K

[8192, 24576]
blk.6.ffn_down.weight

Q6_K

[24576, 8192]
blk.6.ffn_gate.weight

Q5_K

[8192, 24576]
blk.6.ffn_norm.weight

F32

[8192]
blk.6.ffn_up.weight

Q5_K

[8192, 24576]

blk.7

blk.7.attn_norm.weight

F32

[8192]
blk.7.attn_output.weight

Q5_K

[8192, 8192]
blk.7.attn_qkv.bias

F32

[24576]
blk.7.attn_qkv.weight

Q6_K

[8192, 24576]
blk.7.ffn_down.weight

Q6_K

[24576, 8192]
blk.7.ffn_gate.weight

Q5_K

[8192, 24576]
blk.7.ffn_norm.weight

F32

[8192]
blk.7.ffn_up.weight

Q5_K

[8192, 24576]

blk.8

blk.8.attn_norm.weight

F32

[8192]
blk.8.attn_output.weight

Q5_K

[8192, 8192]
blk.8.attn_qkv.bias

F32

[24576]
blk.8.attn_qkv.weight

Q6_K

[8192, 24576]
blk.8.ffn_down.weight

Q6_K

[24576, 8192]
blk.8.ffn_gate.weight

Q5_K

[8192, 24576]
blk.8.ffn_norm.weight

F32

[8192]
blk.8.ffn_up.weight

Q5_K

[8192, 24576]

blk.9

blk.9.attn_norm.weight

F32

[8192]
blk.9.attn_output.weight

Q5_K

[8192, 8192]
blk.9.attn_qkv.bias

F32

[24576]
blk.9.attn_qkv.weight

Q6_K

[8192, 24576]
blk.9.ffn_down.weight

Q6_K

[24576, 8192]
blk.9.ffn_gate.weight

Q5_K

[8192, 24576]
blk.9.ffn_norm.weight

F32

[8192]
blk.9.ffn_up.weight

Q5_K

[8192, 24576]

blk.10

blk.10.attn_norm.weight

F32

[8192]
blk.10.attn_output.weight

Q5_K

[8192, 8192]
blk.10.attn_qkv.bias

F32

[24576]
blk.10.attn_qkv.weight

Q6_K

[8192, 24576]
blk.10.ffn_down.weight

Q5_K

[24576, 8192]
blk.10.ffn_gate.weight

Q5_K

[8192, 24576]
blk.10.ffn_norm.weight

F32

[8192]
blk.10.ffn_up.weight

Q5_K

[8192, 24576]

blk.11

blk.11.attn_norm.weight

F32

[8192]
blk.11.attn_output.weight

Q5_K

[8192, 8192]
blk.11.attn_qkv.bias

F32

[24576]
blk.11.attn_qkv.weight

Q6_K

[8192, 24576]
blk.11.ffn_down.weight

Q5_K

[24576, 8192]
blk.11.ffn_gate.weight

Q5_K

[8192, 24576]
blk.11.ffn_norm.weight

F32

[8192]
blk.11.ffn_up.weight

Q5_K

[8192, 24576]

blk.12

blk.12.attn_norm.weight

F32

[8192]
blk.12.attn_output.weight

Q5_K

[8192, 8192]
blk.12.attn_qkv.bias

F32

[24576]
blk.12.attn_qkv.weight

Q6_K

[8192, 24576]
blk.12.ffn_down.weight

Q6_K

[24576, 8192]
blk.12.ffn_gate.weight

Q5_K

[8192, 24576]
blk.12.ffn_norm.weight

F32

[8192]
blk.12.ffn_up.weight

Q5_K

[8192, 24576]

blk.13

blk.13.attn_norm.weight

F32

[8192]
blk.13.attn_output.weight

Q5_K

[8192, 8192]
blk.13.attn_qkv.bias

F32

[24576]
blk.13.attn_qkv.weight

Q6_K

[8192, 24576]
blk.13.ffn_down.weight

Q5_K

[24576, 8192]
blk.13.ffn_gate.weight

Q5_K

[8192, 24576]
blk.13.ffn_norm.weight

F32

[8192]
blk.13.ffn_up.weight

Q5_K

[8192, 24576]

blk.14

blk.14.attn_norm.weight

F32

[8192]
blk.14.attn_output.weight

Q5_K

[8192, 8192]
blk.14.attn_qkv.bias

F32

[24576]
blk.14.attn_qkv.weight

Q6_K

[8192, 24576]
blk.14.ffn_down.weight

Q5_K

[24576, 8192]
blk.14.ffn_gate.weight

Q5_K

[8192, 24576]
blk.14.ffn_norm.weight

F32

[8192]
blk.14.ffn_up.weight

Q5_K

[8192, 24576]

blk.15

blk.15.attn_norm.weight

F32

[8192]
blk.15.attn_output.weight

Q5_K

[8192, 8192]
blk.15.attn_qkv.bias

F32

[24576]
blk.15.attn_qkv.weight

Q6_K

[8192, 24576]
blk.15.ffn_down.weight

Q6_K

[24576, 8192]
blk.15.ffn_gate.weight

Q5_K

[8192, 24576]
blk.15.ffn_norm.weight

F32

[8192]
blk.15.ffn_up.weight

Q5_K

[8192, 24576]

blk.16

blk.16.attn_norm.weight

F32

[8192]
blk.16.attn_output.weight

Q5_K

[8192, 8192]
blk.16.attn_qkv.bias

F32

[24576]
blk.16.attn_qkv.weight

Q6_K

[8192, 24576]
blk.16.ffn_down.weight

Q5_K

[24576, 8192]
blk.16.ffn_gate.weight

Q5_K

[8192, 24576]
blk.16.ffn_norm.weight

F32

[8192]
blk.16.ffn_up.weight

Q5_K

[8192, 24576]

blk.17

blk.17.attn_norm.weight

F32

[8192]
blk.17.attn_output.weight

Q5_K

[8192, 8192]
blk.17.attn_qkv.bias

F32

[24576]
blk.17.attn_qkv.weight

Q6_K

[8192, 24576]
blk.17.ffn_down.weight

Q5_K

[24576, 8192]
blk.17.ffn_gate.weight

Q5_K

[8192, 24576]
blk.17.ffn_norm.weight

F32

[8192]
blk.17.ffn_up.weight

Q5_K

[8192, 24576]

blk.18

blk.18.attn_norm.weight

F32

[8192]
blk.18.attn_output.weight

Q5_K

[8192, 8192]
blk.18.attn_qkv.bias

F32

[24576]
blk.18.attn_qkv.weight

Q6_K

[8192, 24576]
blk.18.ffn_down.weight

Q6_K

[24576, 8192]
blk.18.ffn_gate.weight

Q5_K

[8192, 24576]
blk.18.ffn_norm.weight

F32

[8192]
blk.18.ffn_up.weight

Q5_K

[8192, 24576]

blk.19

blk.19.attn_norm.weight

F32

[8192]
blk.19.attn_output.weight

Q5_K

[8192, 8192]
blk.19.attn_qkv.bias

F32

[24576]
blk.19.attn_qkv.weight

Q6_K

[8192, 24576]
blk.19.ffn_down.weight

Q5_K

[24576, 8192]
blk.19.ffn_gate.weight

Q5_K

[8192, 24576]
blk.19.ffn_norm.weight

F32

[8192]
blk.19.ffn_up.weight

Q5_K

[8192, 24576]

blk.20

blk.20.attn_norm.weight

F32

[8192]
blk.20.attn_output.weight

Q5_K

[8192, 8192]
blk.20.attn_qkv.bias

F32

[24576]
blk.20.attn_qkv.weight

Q6_K

[8192, 24576]
blk.20.ffn_down.weight

Q5_K

[24576, 8192]
blk.20.ffn_gate.weight

Q5_K

[8192, 24576]
blk.20.ffn_norm.weight

F32

[8192]
blk.20.ffn_up.weight

Q5_K

[8192, 24576]

blk.21

blk.21.attn_norm.weight

F32

[8192]
blk.21.attn_output.weight

Q5_K

[8192, 8192]
blk.21.attn_qkv.bias

F32

[24576]
blk.21.attn_qkv.weight

Q6_K

[8192, 24576]
blk.21.ffn_down.weight

Q6_K

[24576, 8192]
blk.21.ffn_gate.weight

Q5_K

[8192, 24576]
blk.21.ffn_norm.weight

F32

[8192]
blk.21.ffn_up.weight

Q5_K

[8192, 24576]

blk.22

blk.22.attn_norm.weight

F32

[8192]
blk.22.attn_output.weight

Q5_K

[8192, 8192]
blk.22.attn_qkv.bias

F32

[24576]
blk.22.attn_qkv.weight

Q6_K

[8192, 24576]
blk.22.ffn_down.weight

Q5_K

[24576, 8192]
blk.22.ffn_gate.weight

Q5_K

[8192, 24576]
blk.22.ffn_norm.weight

F32

[8192]
blk.22.ffn_up.weight

Q5_K

[8192, 24576]

blk.23

blk.23.attn_norm.weight

F32

[8192]
blk.23.attn_output.weight

Q5_K

[8192, 8192]
blk.23.attn_qkv.bias

F32

[24576]
blk.23.attn_qkv.weight

Q6_K

[8192, 24576]
blk.23.ffn_down.weight

Q5_K

[24576, 8192]
blk.23.ffn_gate.weight

Q5_K

[8192, 24576]
blk.23.ffn_norm.weight

F32

[8192]
blk.23.ffn_up.weight

Q5_K

[8192, 24576]

blk.24

blk.24.attn_norm.weight

F32

[8192]
blk.24.attn_output.weight

Q5_K

[8192, 8192]
blk.24.attn_qkv.bias

F32

[24576]
blk.24.attn_qkv.weight

Q6_K

[8192, 24576]
blk.24.ffn_down.weight

Q6_K

[24576, 8192]
blk.24.ffn_gate.weight

Q5_K

[8192, 24576]
blk.24.ffn_norm.weight

F32

[8192]
blk.24.ffn_up.weight

Q5_K

[8192, 24576]

blk.25

blk.25.attn_norm.weight

F32

[8192]
blk.25.attn_output.weight

Q5_K

[8192, 8192]
blk.25.attn_qkv.bias

F32

[24576]
blk.25.attn_qkv.weight

Q6_K

[8192, 24576]
blk.25.ffn_down.weight

Q5_K

[24576, 8192]
blk.25.ffn_gate.weight

Q5_K

[8192, 24576]
blk.25.ffn_norm.weight

F32

[8192]
blk.25.ffn_up.weight

Q5_K

[8192, 24576]

blk.26

blk.26.attn_norm.weight

F32

[8192]
blk.26.attn_output.weight

Q5_K

[8192, 8192]
blk.26.attn_qkv.bias

F32

[24576]
blk.26.attn_qkv.weight

Q6_K

[8192, 24576]
blk.26.ffn_down.weight

Q5_K

[24576, 8192]
blk.26.ffn_gate.weight

Q5_K

[8192, 24576]
blk.26.ffn_norm.weight

F32

[8192]
blk.26.ffn_up.weight

Q5_K

[8192, 24576]

blk.27

blk.27.attn_norm.weight

F32

[8192]
blk.27.attn_output.weight

Q5_K

[8192, 8192]
blk.27.attn_qkv.bias

F32

[24576]
blk.27.attn_qkv.weight

Q6_K

[8192, 24576]
blk.27.ffn_down.weight

Q6_K

[24576, 8192]
blk.27.ffn_gate.weight

Q5_K

[8192, 24576]
blk.27.ffn_norm.weight

F32

[8192]
blk.27.ffn_up.weight

Q5_K

[8192, 24576]

blk.28

blk.28.attn_norm.weight

F32

[8192]
blk.28.attn_output.weight

Q5_K

[8192, 8192]
blk.28.attn_qkv.bias

F32

[24576]
blk.28.attn_qkv.weight

Q6_K

[8192, 24576]
blk.28.ffn_down.weight

Q5_K

[24576, 8192]
blk.28.ffn_gate.weight

Q5_K

[8192, 24576]
blk.28.ffn_norm.weight

F32

[8192]
blk.28.ffn_up.weight

Q5_K

[8192, 24576]

blk.29

blk.29.attn_norm.weight

F32

[8192]
blk.29.attn_output.weight

Q5_K

[8192, 8192]
blk.29.attn_qkv.bias

F32

[24576]
blk.29.attn_qkv.weight

Q6_K

[8192, 24576]
blk.29.ffn_down.weight

Q5_K

[24576, 8192]
blk.29.ffn_gate.weight

Q5_K

[8192, 24576]
blk.29.ffn_norm.weight

F32

[8192]
blk.29.ffn_up.weight

Q5_K

[8192, 24576]

blk.30

blk.30.attn_norm.weight

F32

[8192]
blk.30.attn_output.weight

Q5_K

[8192, 8192]
blk.30.attn_qkv.bias

F32

[24576]
blk.30.attn_qkv.weight

Q6_K

[8192, 24576]
blk.30.ffn_down.weight

Q6_K

[24576, 8192]
blk.30.ffn_gate.weight

Q5_K

[8192, 24576]
blk.30.ffn_norm.weight

F32

[8192]
blk.30.ffn_up.weight

Q5_K

[8192, 24576]

blk.31

blk.31.attn_norm.weight

F32

[8192]
blk.31.attn_output.weight

Q5_K

[8192, 8192]
blk.31.attn_qkv.bias

F32

[24576]
blk.31.attn_qkv.weight

Q6_K

[8192, 24576]
blk.31.ffn_down.weight

Q5_K

[24576, 8192]
blk.31.ffn_gate.weight

Q5_K

[8192, 24576]
blk.31.ffn_norm.weight

F32

[8192]
blk.31.ffn_up.weight

Q5_K

[8192, 24576]

blk.32

blk.32.attn_norm.weight

F32

[8192]
blk.32.attn_output.weight

Q5_K

[8192, 8192]
blk.32.attn_qkv.bias

F32

[24576]
blk.32.attn_qkv.weight

Q6_K

[8192, 24576]
blk.32.ffn_down.weight

Q5_K

[24576, 8192]
blk.32.ffn_gate.weight

Q5_K

[8192, 24576]
blk.32.ffn_norm.weight

F32

[8192]
blk.32.ffn_up.weight

Q5_K

[8192, 24576]

blk.33

blk.33.attn_norm.weight

F32

[8192]
blk.33.attn_output.weight

Q5_K

[8192, 8192]
blk.33.attn_qkv.bias

F32

[24576]
blk.33.attn_qkv.weight

Q6_K

[8192, 24576]
blk.33.ffn_down.weight

Q6_K

[24576, 8192]
blk.33.ffn_gate.weight

Q5_K

[8192, 24576]
blk.33.ffn_norm.weight

F32

[8192]
blk.33.ffn_up.weight

Q5_K

[8192, 24576]

blk.34

blk.34.attn_norm.weight

F32

[8192]
blk.34.attn_output.weight

Q5_K

[8192, 8192]
blk.34.attn_qkv.bias

F32

[24576]
blk.34.attn_qkv.weight

Q6_K

[8192, 24576]
blk.34.ffn_down.weight

Q5_K

[24576, 8192]
blk.34.ffn_gate.weight

Q5_K

[8192, 24576]
blk.34.ffn_norm.weight

F32

[8192]
blk.34.ffn_up.weight

Q5_K

[8192, 24576]

blk.35

blk.35.attn_norm.weight

F32

[8192]
blk.35.attn_output.weight

Q5_K

[8192, 8192]
blk.35.attn_qkv.bias

F32

[24576]
blk.35.attn_qkv.weight

Q6_K

[8192, 24576]
blk.35.ffn_down.weight

Q5_K

[24576, 8192]
blk.35.ffn_gate.weight

Q5_K

[8192, 24576]
blk.35.ffn_norm.weight

F32

[8192]
blk.35.ffn_up.weight

Q5_K

[8192, 24576]

blk.36

blk.36.attn_norm.weight

F32

[8192]
blk.36.attn_output.weight

Q5_K

[8192, 8192]
blk.36.attn_qkv.bias

F32

[24576]
blk.36.attn_qkv.weight

Q6_K

[8192, 24576]
blk.36.ffn_down.weight

Q6_K

[24576, 8192]
blk.36.ffn_gate.weight

Q5_K

[8192, 24576]
blk.36.ffn_norm.weight

F32

[8192]
blk.36.ffn_up.weight

Q5_K

[8192, 24576]

blk.37

blk.37.attn_norm.weight

F32

[8192]
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Q6_K

[8192, 24576]
blk.76.ffn_down.weight

Q6_K

[24576, 8192]
blk.76.ffn_gate.weight

Q5_K

[8192, 24576]
blk.76.ffn_norm.weight

F32

[8192]
blk.76.ffn_up.weight

Q5_K

[8192, 24576]

blk.77

blk.77.attn_norm.weight

F32

[8192]
blk.77.attn_output.weight

Q5_K

[8192, 8192]
blk.77.attn_qkv.bias

F32

[24576]
blk.77.attn_qkv.weight

Q6_K

[8192, 24576]
blk.77.ffn_down.weight

Q6_K

[24576, 8192]
blk.77.ffn_gate.weight

Q5_K

[8192, 24576]
blk.77.ffn_norm.weight

F32

[8192]
blk.77.ffn_up.weight

Q5_K

[8192, 24576]

blk.78

blk.78.attn_norm.weight

F32

[8192]
blk.78.attn_output.weight

Q5_K

[8192, 8192]
blk.78.attn_qkv.bias

F32

[24576]
blk.78.attn_qkv.weight

Q6_K

[8192, 24576]
blk.78.ffn_down.weight

Q6_K

[24576, 8192]
blk.78.ffn_gate.weight

Q5_K

[8192, 24576]
blk.78.ffn_norm.weight

F32

[8192]
blk.78.ffn_up.weight

Q5_K

[8192, 24576]

blk.79

blk.79.attn_norm.weight

F32

[8192]
blk.79.attn_output.weight

Q5_K

[8192, 8192]
blk.79.attn_qkv.bias

F32

[24576]
blk.79.attn_qkv.weight

Q6_K

[8192, 24576]
blk.79.ffn_down.weight

Q6_K

[24576, 8192]
blk.79.ffn_gate.weight

Q5_K

[8192, 24576]
blk.79.ffn_norm.weight

F32

[8192]
blk.79.ffn_up.weight

Q5_K

[8192, 24576]

output.weight

Q6_K

[8192, 152064]
output_norm.weight

F32

[8192]