command-r

Command R is a Large Language Model optimized for conversational interaction and long context tasks.

tools 35b

242.8K Pulls Updated 2 months ago

32 Tags

command-r:35b-v0.1-q8_0 ... /

model

bc49062c243a · 37GB

Metadata

command-r.attention.head_count

64
command-r.attention.head_count_kv

64
command-r.attention.layer_norm_epsilon

1e-05
command-r.block_count

40
command-r.context_length

131072
command-r.embedding_length

8192
command-r.feed_forward_length

22528
command-r.logit_scale

0.0625
command-r.rope.freq_base

8e+06
command-r.rope.scaling.type

none
general.architecture

command-r
general.file_type

7
general.name

c4ai-command-r-v01
general.quantization_version

2
tokenizer.ggml.add_bos_token

true
tokenizer.ggml.add_eos_token

false
tokenizer.ggml.bos_token_id

5
tokenizer.ggml.eos_token_id

255001
tokenizer.ggml.merges

[Ġ Ġ, Ġ t, e r, i n, Ġ a, ...]
tokenizer.ggml.model

gpt2
tokenizer.ggml.padding_token_id

0
tokenizer.ggml.token_type

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

[<PAD>, <UNK>, <CLS>, <SEP>, <MASK_TOKEN>, ...]

Tensor

Name

Type

Shape
token_embd.weight

Q8_0

[8192, 256000]

blk.0

blk.0.attn_k.weight

Q8_0

[8192, 8192]
blk.0.attn_norm.weight

F32

[8192]
blk.0.attn_output.weight

Q8_0

[8192, 8192]
blk.0.attn_q.weight

Q8_0

[8192, 8192]
blk.0.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.0.ffn_gate.weight

Q8_0

[8192, 22528]
blk.0.ffn_up.weight

Q8_0

[8192, 22528]

blk.1

blk.1.attn_k.weight

Q8_0

[8192, 8192]
blk.1.attn_norm.weight

F32

[8192]
blk.1.attn_output.weight

Q8_0

[8192, 8192]
blk.1.attn_q.weight

Q8_0

[8192, 8192]
blk.1.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.1.ffn_gate.weight

Q8_0

[8192, 22528]
blk.1.ffn_up.weight

Q8_0

[8192, 22528]

blk.2

blk.2.attn_k.weight

Q8_0

[8192, 8192]
blk.2.attn_norm.weight

F32

[8192]
blk.2.attn_output.weight

Q8_0

[8192, 8192]
blk.2.attn_q.weight

Q8_0

[8192, 8192]
blk.2.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.2.ffn_gate.weight

Q8_0

[8192, 22528]
blk.2.ffn_up.weight

Q8_0

[8192, 22528]

blk.3

blk.3.attn_k.weight

Q8_0

[8192, 8192]
blk.3.attn_norm.weight

F32

[8192]
blk.3.attn_output.weight

Q8_0

[8192, 8192]
blk.3.attn_q.weight

Q8_0

[8192, 8192]
blk.3.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.3.ffn_gate.weight

Q8_0

[8192, 22528]
blk.3.ffn_up.weight

Q8_0

[8192, 22528]

blk.4

blk.4.attn_k.weight

Q8_0

[8192, 8192]
blk.4.attn_norm.weight

F32

[8192]
blk.4.attn_output.weight

Q8_0

[8192, 8192]
blk.4.attn_q.weight

Q8_0

[8192, 8192]
blk.4.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.4.ffn_gate.weight

Q8_0

[8192, 22528]
blk.4.ffn_up.weight

Q8_0

[8192, 22528]

blk.5

blk.5.attn_k.weight

Q8_0

[8192, 8192]
blk.5.attn_norm.weight

F32

[8192]
blk.5.attn_output.weight

Q8_0

[8192, 8192]
blk.5.attn_q.weight

Q8_0

[8192, 8192]
blk.5.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.5.ffn_gate.weight

Q8_0

[8192, 22528]
blk.5.ffn_up.weight

Q8_0

[8192, 22528]

blk.6

blk.6.attn_k.weight

Q8_0

[8192, 8192]
blk.6.attn_norm.weight

F32

[8192]
blk.6.attn_output.weight

Q8_0

[8192, 8192]
blk.6.attn_q.weight

Q8_0

[8192, 8192]
blk.6.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.6.ffn_gate.weight

Q8_0

[8192, 22528]
blk.6.ffn_up.weight

Q8_0

[8192, 22528]

blk.7

blk.7.attn_k.weight

Q8_0

[8192, 8192]
blk.7.attn_norm.weight

F32

[8192]
blk.7.attn_output.weight

Q8_0

[8192, 8192]
blk.7.attn_q.weight

Q8_0

[8192, 8192]
blk.7.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.7.ffn_gate.weight

Q8_0

[8192, 22528]
blk.7.ffn_up.weight

Q8_0

[8192, 22528]

blk.8

blk.8.attn_k.weight

Q8_0

[8192, 8192]
blk.8.attn_norm.weight

F32

[8192]
blk.8.attn_output.weight

Q8_0

[8192, 8192]
blk.8.attn_q.weight

Q8_0

[8192, 8192]
blk.8.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.8.ffn_gate.weight

Q8_0

[8192, 22528]
blk.8.ffn_up.weight

Q8_0

[8192, 22528]

blk.9

blk.9.attn_k.weight

Q8_0

[8192, 8192]
blk.9.attn_norm.weight

F32

[8192]
blk.9.attn_output.weight

Q8_0

[8192, 8192]
blk.9.attn_q.weight

Q8_0

[8192, 8192]
blk.9.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.9.ffn_gate.weight

Q8_0

[8192, 22528]
blk.9.ffn_up.weight

Q8_0

[8192, 22528]

blk.10

blk.10.attn_k.weight

Q8_0

[8192, 8192]
blk.10.attn_norm.weight

F32

[8192]
blk.10.attn_output.weight

Q8_0

[8192, 8192]
blk.10.attn_q.weight

Q8_0

[8192, 8192]
blk.10.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.10.ffn_gate.weight

Q8_0

[8192, 22528]
blk.10.ffn_up.weight

Q8_0

[8192, 22528]

blk.11

blk.11.attn_k.weight

Q8_0

[8192, 8192]
blk.11.attn_norm.weight

F32

[8192]
blk.11.attn_output.weight

Q8_0

[8192, 8192]
blk.11.attn_q.weight

Q8_0

[8192, 8192]
blk.11.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.11.ffn_gate.weight

Q8_0

[8192, 22528]
blk.11.ffn_up.weight

Q8_0

[8192, 22528]

blk.12

blk.12.attn_k.weight

Q8_0

[8192, 8192]
blk.12.attn_norm.weight

F32

[8192]
blk.12.attn_output.weight

Q8_0

[8192, 8192]
blk.12.attn_q.weight

Q8_0

[8192, 8192]
blk.12.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.12.ffn_gate.weight

Q8_0

[8192, 22528]
blk.12.ffn_up.weight

Q8_0

[8192, 22528]

blk.13

blk.13.attn_k.weight

Q8_0

[8192, 8192]
blk.13.attn_norm.weight

F32

[8192]
blk.13.attn_output.weight

Q8_0

[8192, 8192]
blk.13.attn_q.weight

Q8_0

[8192, 8192]
blk.13.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.13.ffn_gate.weight

Q8_0

[8192, 22528]
blk.13.ffn_up.weight

Q8_0

[8192, 22528]

blk.14

blk.14.attn_k.weight

Q8_0

[8192, 8192]
blk.14.attn_norm.weight

F32

[8192]
blk.14.attn_output.weight

Q8_0

[8192, 8192]
blk.14.attn_q.weight

Q8_0

[8192, 8192]
blk.14.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.14.ffn_gate.weight

Q8_0

[8192, 22528]
blk.14.ffn_up.weight

Q8_0

[8192, 22528]

blk.15

blk.15.attn_k.weight

Q8_0

[8192, 8192]
blk.15.attn_norm.weight

F32

[8192]
blk.15.attn_output.weight

Q8_0

[8192, 8192]
blk.15.attn_q.weight

Q8_0

[8192, 8192]
blk.15.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.15.ffn_gate.weight

Q8_0

[8192, 22528]
blk.15.ffn_up.weight

Q8_0

[8192, 22528]

blk.16

blk.16.attn_k.weight

Q8_0

[8192, 8192]
blk.16.attn_norm.weight

F32

[8192]
blk.16.attn_output.weight

Q8_0

[8192, 8192]
blk.16.attn_q.weight

Q8_0

[8192, 8192]
blk.16.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.16.ffn_gate.weight

Q8_0

[8192, 22528]
blk.16.ffn_up.weight

Q8_0

[8192, 22528]

blk.17

blk.17.attn_k.weight

Q8_0

[8192, 8192]
blk.17.attn_norm.weight

F32

[8192]
blk.17.attn_output.weight

Q8_0

[8192, 8192]
blk.17.attn_q.weight

Q8_0

[8192, 8192]
blk.17.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.17.ffn_gate.weight

Q8_0

[8192, 22528]
blk.17.ffn_up.weight

Q8_0

[8192, 22528]

blk.18

blk.18.attn_k.weight

Q8_0

[8192, 8192]
blk.18.attn_norm.weight

F32

[8192]
blk.18.attn_output.weight

Q8_0

[8192, 8192]
blk.18.attn_q.weight

Q8_0

[8192, 8192]
blk.18.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.18.ffn_gate.weight

Q8_0

[8192, 22528]
blk.18.ffn_up.weight

Q8_0

[8192, 22528]

blk.19

blk.19.attn_k.weight

Q8_0

[8192, 8192]
blk.19.attn_norm.weight

F32

[8192]
blk.19.attn_output.weight

Q8_0

[8192, 8192]
blk.19.attn_q.weight

Q8_0

[8192, 8192]
blk.19.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.19.ffn_gate.weight

Q8_0

[8192, 22528]
blk.19.ffn_up.weight

Q8_0

[8192, 22528]

blk.20

blk.20.attn_k.weight

Q8_0

[8192, 8192]
blk.20.attn_norm.weight

F32

[8192]
blk.20.attn_output.weight

Q8_0

[8192, 8192]
blk.20.attn_q.weight

Q8_0

[8192, 8192]
blk.20.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.20.ffn_gate.weight

Q8_0

[8192, 22528]
blk.20.ffn_up.weight

Q8_0

[8192, 22528]

blk.21

blk.21.attn_k.weight

Q8_0

[8192, 8192]
blk.21.attn_norm.weight

F32

[8192]
blk.21.attn_output.weight

Q8_0

[8192, 8192]
blk.21.attn_q.weight

Q8_0

[8192, 8192]
blk.21.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.21.ffn_gate.weight

Q8_0

[8192, 22528]
blk.21.ffn_up.weight

Q8_0

[8192, 22528]

blk.22

blk.22.attn_k.weight

Q8_0

[8192, 8192]
blk.22.attn_norm.weight

F32

[8192]
blk.22.attn_output.weight

Q8_0

[8192, 8192]
blk.22.attn_q.weight

Q8_0

[8192, 8192]
blk.22.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.22.ffn_gate.weight

Q8_0

[8192, 22528]
blk.22.ffn_up.weight

Q8_0

[8192, 22528]

blk.23

blk.23.attn_k.weight

Q8_0

[8192, 8192]
blk.23.attn_norm.weight

F32

[8192]
blk.23.attn_output.weight

Q8_0

[8192, 8192]
blk.23.attn_q.weight

Q8_0

[8192, 8192]
blk.23.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.23.ffn_gate.weight

Q8_0

[8192, 22528]
blk.23.ffn_up.weight

Q8_0

[8192, 22528]

blk.24

blk.24.attn_k.weight

Q8_0

[8192, 8192]
blk.24.attn_norm.weight

F32

[8192]
blk.24.attn_output.weight

Q8_0

[8192, 8192]
blk.24.attn_q.weight

Q8_0

[8192, 8192]
blk.24.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.24.ffn_gate.weight

Q8_0

[8192, 22528]
blk.24.ffn_up.weight

Q8_0

[8192, 22528]

blk.25

blk.25.attn_k.weight

Q8_0

[8192, 8192]
blk.25.attn_norm.weight

F32

[8192]
blk.25.attn_output.weight

Q8_0

[8192, 8192]
blk.25.attn_q.weight

Q8_0

[8192, 8192]
blk.25.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.25.ffn_gate.weight

Q8_0

[8192, 22528]
blk.25.ffn_up.weight

Q8_0

[8192, 22528]

blk.26

blk.26.attn_k.weight

Q8_0

[8192, 8192]
blk.26.attn_norm.weight

F32

[8192]
blk.26.attn_output.weight

Q8_0

[8192, 8192]
blk.26.attn_q.weight

Q8_0

[8192, 8192]
blk.26.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.26.ffn_gate.weight

Q8_0

[8192, 22528]
blk.26.ffn_up.weight

Q8_0

[8192, 22528]

blk.27

blk.27.attn_k.weight

Q8_0

[8192, 8192]
blk.27.attn_norm.weight

F32

[8192]
blk.27.attn_output.weight

Q8_0

[8192, 8192]
blk.27.attn_q.weight

Q8_0

[8192, 8192]
blk.27.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.27.ffn_gate.weight

Q8_0

[8192, 22528]
blk.27.ffn_up.weight

Q8_0

[8192, 22528]

blk.28

blk.28.attn_k.weight

Q8_0

[8192, 8192]
blk.28.attn_norm.weight

F32

[8192]
blk.28.attn_output.weight

Q8_0

[8192, 8192]
blk.28.attn_q.weight

Q8_0

[8192, 8192]
blk.28.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.28.ffn_gate.weight

Q8_0

[8192, 22528]
blk.28.ffn_up.weight

Q8_0

[8192, 22528]

blk.29

blk.29.attn_k.weight

Q8_0

[8192, 8192]
blk.29.attn_norm.weight

F32

[8192]
blk.29.attn_output.weight

Q8_0

[8192, 8192]
blk.29.attn_q.weight

Q8_0

[8192, 8192]
blk.29.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.29.ffn_gate.weight

Q8_0

[8192, 22528]
blk.29.ffn_up.weight

Q8_0

[8192, 22528]

blk.30

blk.30.attn_k.weight

Q8_0

[8192, 8192]
blk.30.attn_norm.weight

F32

[8192]
blk.30.attn_output.weight

Q8_0

[8192, 8192]
blk.30.attn_q.weight

Q8_0

[8192, 8192]
blk.30.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.30.ffn_gate.weight

Q8_0

[8192, 22528]
blk.30.ffn_up.weight

Q8_0

[8192, 22528]

blk.31

blk.31.attn_k.weight

Q8_0

[8192, 8192]
blk.31.attn_norm.weight

F32

[8192]
blk.31.attn_output.weight

Q8_0

[8192, 8192]
blk.31.attn_q.weight

Q8_0

[8192, 8192]
blk.31.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.31.ffn_gate.weight

Q8_0

[8192, 22528]
blk.31.ffn_up.weight

Q8_0

[8192, 22528]

blk.32

blk.32.attn_k.weight

Q8_0

[8192, 8192]
blk.32.attn_norm.weight

F32

[8192]
blk.32.attn_output.weight

Q8_0

[8192, 8192]
blk.32.attn_q.weight

Q8_0

[8192, 8192]
blk.32.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.32.ffn_gate.weight

Q8_0

[8192, 22528]
blk.32.ffn_up.weight

Q8_0

[8192, 22528]

blk.33

blk.33.attn_k.weight

Q8_0

[8192, 8192]
blk.33.attn_norm.weight

F32

[8192]
blk.33.attn_output.weight

Q8_0

[8192, 8192]
blk.33.attn_q.weight

Q8_0

[8192, 8192]
blk.33.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.33.ffn_gate.weight

Q8_0

[8192, 22528]
blk.33.ffn_up.weight

Q8_0

[8192, 22528]

blk.34

blk.34.attn_k.weight

Q8_0

[8192, 8192]
blk.34.attn_norm.weight

F32

[8192]
blk.34.attn_output.weight

Q8_0

[8192, 8192]
blk.34.attn_q.weight

Q8_0

[8192, 8192]
blk.34.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.34.ffn_gate.weight

Q8_0

[8192, 22528]
blk.34.ffn_up.weight

Q8_0

[8192, 22528]

blk.35

blk.35.attn_k.weight

Q8_0

[8192, 8192]
blk.35.attn_norm.weight

F32

[8192]
blk.35.attn_output.weight

Q8_0

[8192, 8192]
blk.35.attn_q.weight

Q8_0

[8192, 8192]
blk.35.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.35.ffn_gate.weight

Q8_0

[8192, 22528]
blk.35.ffn_up.weight

Q8_0

[8192, 22528]

blk.36

blk.36.attn_k.weight

Q8_0

[8192, 8192]
blk.36.attn_norm.weight

F32

[8192]
blk.36.attn_output.weight

Q8_0

[8192, 8192]
blk.36.attn_q.weight

Q8_0

[8192, 8192]
blk.36.attn_v.weight

Q8_0

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

Q8_0

[22528, 8192]
blk.36.ffn_gate.weight

Q8_0

[8192, 22528]
blk.36.ffn_up.weight

Q8_0

[8192, 22528]

blk.37

blk.37.attn_k.weight

Q8_0

[8192, 8192]
blk.37.attn_norm.weight

F32

[8192]
blk.37.attn_output.weight

Q8_0

[8192, 8192]
blk.37.attn_q.weight

Q8_0

[8192, 8192]
blk.37.attn_v.weight

Q8_0

[8192, 8192]
blk.37.ffn_down.weight

Q8_0

[22528, 8192]
blk.37.ffn_gate.weight

Q8_0

[8192, 22528]
blk.37.ffn_up.weight

Q8_0

[8192, 22528]

blk.38

blk.38.attn_k.weight

Q8_0

[8192, 8192]
blk.38.attn_norm.weight

F32

[8192]
blk.38.attn_output.weight

Q8_0

[8192, 8192]
blk.38.attn_q.weight

Q8_0

[8192, 8192]
blk.38.attn_v.weight

Q8_0

[8192, 8192]
blk.38.ffn_down.weight

Q8_0

[22528, 8192]
blk.38.ffn_gate.weight

Q8_0

[8192, 22528]
blk.38.ffn_up.weight

Q8_0

[8192, 22528]

blk.39

blk.39.attn_k.weight

Q8_0

[8192, 8192]
blk.39.attn_norm.weight

F32

[8192]
blk.39.attn_output.weight

Q8_0

[8192, 8192]
blk.39.attn_q.weight

Q8_0

[8192, 8192]
blk.39.attn_v.weight

Q8_0

[8192, 8192]
blk.39.ffn_down.weight

Q8_0

[22528, 8192]
blk.39.ffn_gate.weight

Q8_0

[8192, 22528]
blk.39.ffn_up.weight

Q8_0

[8192, 22528]

output_norm.weight

F32

[8192]