rajdeopankaj/bond-embed-v1-fp16/model

rajdeopankaj/

bond-embed-v1-fp16:latest

10 Downloads Updated 3 months ago

embedding

bond-embed-v1-fp16:latest ... /

model

3126f10be641 · 84MB

Metadata

general.architecture

bert

bert
general.file_type

F16

F16
bert.attention.causal

false

false
bert.attention.head_count

6

6
bert.attention.layer_norm_epsilon

1e-12

1e-12
bert.block_count

16

16
bert.context_length

1024

1024
bert.embedding_length

384

384
bert.feed_forward_length

1536

1536
bert.pooling_type

Mean

Mean
tokenizer.ggml.add_bos_token

true

true
tokenizer.ggml.add_eos_token

true

true
tokenizer.ggml.add_sep_token

false

false
tokenizer.ggml.bos_token_id

101

101
tokenizer.ggml.eos_token_id

102

102
tokenizer.ggml.mask_token_id

103

103
tokenizer.ggml.model

bert

bert
tokenizer.ggml.padding_token_id

0

0
tokenizer.ggml.pre

bert-custom

bert-custom
tokenizer.ggml.seperator_token_id

102

102
tokenizer.ggml.token_type

[3, 1, 1, 1, 1, ...]

[3, 1, 1, 1, 1, ...]
tokenizer.ggml.token_type_count

2

2
tokenizer.ggml.tokens

[[PAD], [unused1], [unused2], [unused3], [unused4], ...]

[[PAD], [unused1], [unused2], [unused3], [unused4], ...]
tokenizer.ggml.unknown_token_id

100

100

Tensor

Name

Type

Shape
token_embd.weight

F16

F16

[384, 32768]

blk.0

blk.0.attn_k.bias

F32

F32

[384]
blk.0.attn_k.weight

F16

F16

[384, 384]
blk.0.attn_output.bias

F32

F32

[384]
blk.0.attn_output.weight

F16

F16

[384, 384]
blk.0.attn_output_norm.bias

F32

F32

[384]
blk.0.attn_output_norm.weight

F32

F32

[384]
blk.0.attn_q.bias

F32

F32

[384]
blk.0.attn_q.weight

F16

F16

[384, 384]
blk.0.attn_v.bias

F32

F32

[384]
blk.0.attn_v.weight

F16

F16

[384, 384]
blk.0.ffn_down.bias

F32

F32

[384]
blk.0.ffn_down.weight

F16

F16

[1536, 384]
blk.0.ffn_up.bias

F32

F32

[1536]
blk.0.ffn_up.weight

F16

F16

[384, 1536]
blk.0.layer_output_norm.bias

F32

F32

[384]
blk.0.layer_output_norm.weight

F32

F32

[384]

blk.1

blk.1.attn_k.bias

F32

F32

[384]
blk.1.attn_k.weight

F16

F16

[384, 384]
blk.1.attn_output.bias

F32

F32

[384]
blk.1.attn_output.weight

F16

F16

[384, 384]
blk.1.attn_output_norm.bias

F32

F32

[384]
blk.1.attn_output_norm.weight

F32

F32

[384]
blk.1.attn_q.bias

F32

F32

[384]
blk.1.attn_q.weight

F16

F16

[384, 384]
blk.1.attn_v.bias

F32

F32

[384]
blk.1.attn_v.weight

F16

F16

[384, 384]
blk.1.ffn_down.bias

F32

F32

[384]
blk.1.ffn_down.weight

F16

F16

[1536, 384]
blk.1.ffn_up.bias

F32

F32

[1536]
blk.1.ffn_up.weight

F16

F16

[384, 1536]
blk.1.layer_output_norm.bias

F32

F32

[384]
blk.1.layer_output_norm.weight

F32

F32

[384]

blk.2

blk.2.attn_k.bias

F32

F32

[384]
blk.2.attn_k.weight

F16

F16

[384, 384]
blk.2.attn_output.bias

F32

F32

[384]
blk.2.attn_output.weight

F16

F16

[384, 384]
blk.2.attn_output_norm.bias

F32

F32

[384]
blk.2.attn_output_norm.weight

F32

F32

[384]
blk.2.attn_q.bias

F32

F32

[384]
blk.2.attn_q.weight

F16

F16

[384, 384]
blk.2.attn_v.bias

F32

F32

[384]
blk.2.attn_v.weight

F16

F16

[384, 384]
blk.2.ffn_down.bias

F32

F32

[384]
blk.2.ffn_down.weight

F16

F16

[1536, 384]
blk.2.ffn_up.bias

F32

F32

[1536]
blk.2.ffn_up.weight

F16

F16

[384, 1536]
blk.2.layer_output_norm.bias

F32

F32

[384]
blk.2.layer_output_norm.weight

F32

F32

[384]

blk.3

blk.3.attn_k.bias

F32

F32

[384]
blk.3.attn_k.weight

F16

F16

[384, 384]
blk.3.attn_output.bias

F32

F32

[384]
blk.3.attn_output.weight

F16

F16

[384, 384]
blk.3.attn_output_norm.bias

F32

F32

[384]
blk.3.attn_output_norm.weight

F32

F32

[384]
blk.3.attn_q.bias

F32

F32

[384]
blk.3.attn_q.weight

F16

F16

[384, 384]
blk.3.attn_v.bias

F32

F32

[384]
blk.3.attn_v.weight

F16

F16

[384, 384]
blk.3.ffn_down.bias

F32

F32

[384]
blk.3.ffn_down.weight

F16

F16

[1536, 384]
blk.3.ffn_up.bias

F32

F32

[1536]
blk.3.ffn_up.weight

F16

F16

[384, 1536]
blk.3.layer_output_norm.bias

F32

F32

[384]
blk.3.layer_output_norm.weight

F32

F32

[384]

blk.4

blk.4.attn_k.bias

F32

F32

[384]
blk.4.attn_k.weight

F16

F16

[384, 384]
blk.4.attn_output.bias

F32

F32

[384]
blk.4.attn_output.weight

F16

F16

[384, 384]
blk.4.attn_output_norm.bias

F32

F32

[384]
blk.4.attn_output_norm.weight

F32

F32

[384]
blk.4.attn_q.bias

F32

F32

[384]
blk.4.attn_q.weight

F16

F16

[384, 384]
blk.4.attn_v.bias

F32

F32

[384]
blk.4.attn_v.weight

F16

F16

[384, 384]
blk.4.ffn_down.bias

F32

F32

[384]
blk.4.ffn_down.weight

F16

F16

[1536, 384]
blk.4.ffn_up.bias

F32

F32

[1536]
blk.4.ffn_up.weight

F16

F16

[384, 1536]
blk.4.layer_output_norm.bias

F32

F32

[384]
blk.4.layer_output_norm.weight

F32

F32

[384]

blk.5

blk.5.attn_k.bias

F32

F32

[384]
blk.5.attn_k.weight

F16

F16

[384, 384]
blk.5.attn_output.bias

F32

F32

[384]
blk.5.attn_output.weight

F16

F16

[384, 384]
blk.5.attn_output_norm.bias

F32

F32

[384]
blk.5.attn_output_norm.weight

F32

F32

[384]
blk.5.attn_q.bias

F32

F32

[384]
blk.5.attn_q.weight

F16

F16

[384, 384]
blk.5.attn_v.bias

F32

F32

[384]
blk.5.attn_v.weight

F16

F16

[384, 384]
blk.5.ffn_down.bias

F32

F32

[384]
blk.5.ffn_down.weight

F16

F16

[1536, 384]
blk.5.ffn_up.bias

F32

F32

[1536]
blk.5.ffn_up.weight

F16

F16

[384, 1536]
blk.5.layer_output_norm.bias

F32

F32

[384]
blk.5.layer_output_norm.weight

F32

F32

[384]

blk.6

blk.6.attn_k.bias

F32

F32

[384]
blk.6.attn_k.weight

F16

F16

[384, 384]
blk.6.attn_output.bias

F32

F32

[384]
blk.6.attn_output.weight

F16

F16

[384, 384]
blk.6.attn_output_norm.bias

F32

F32

[384]
blk.6.attn_output_norm.weight

F32

F32

[384]
blk.6.attn_q.bias

F32

F32

[384]
blk.6.attn_q.weight

F16

F16

[384, 384]
blk.6.attn_v.bias

F32

F32

[384]
blk.6.attn_v.weight

F16

F16

[384, 384]
blk.6.ffn_down.bias

F32

F32

[384]
blk.6.ffn_down.weight

F16

F16

[1536, 384]
blk.6.ffn_up.bias

F32

F32

[1536]
blk.6.ffn_up.weight

F16

F16

[384, 1536]
blk.6.layer_output_norm.bias

F32

F32

[384]
blk.6.layer_output_norm.weight

F32

F32

[384]

blk.7

blk.7.attn_k.bias

F32

F32

[384]
blk.7.attn_k.weight

F16

F16

[384, 384]
blk.7.attn_output.bias

F32

F32

[384]
blk.7.attn_output.weight

F16

F16

[384, 384]
blk.7.attn_output_norm.bias

F32

F32

[384]
blk.7.attn_output_norm.weight

F32

F32

[384]
blk.7.attn_q.bias

F32

F32

[384]
blk.7.attn_q.weight

F16

F16

[384, 384]
blk.7.attn_v.bias

F32

F32

[384]
blk.7.attn_v.weight

F16

F16

[384, 384]
blk.7.ffn_down.bias

F32

F32

[384]
blk.7.ffn_down.weight

F16

F16

[1536, 384]
blk.7.ffn_up.bias

F32

F32

[1536]
blk.7.ffn_up.weight

F16

F16

[384, 1536]
blk.7.layer_output_norm.bias

F32

F32

[384]
blk.7.layer_output_norm.weight

F32

F32

[384]

blk.8

blk.8.attn_k.bias

F32

F32

[384]
blk.8.attn_k.weight

F16

F16

[384, 384]
blk.8.attn_output.bias

F32

F32

[384]
blk.8.attn_output.weight

F16

F16

[384, 384]
blk.8.attn_output_norm.bias

F32

F32

[384]
blk.8.attn_output_norm.weight

F32

F32

[384]
blk.8.attn_q.bias

F32

F32

[384]
blk.8.attn_q.weight

F16

F16

[384, 384]
blk.8.attn_v.bias

F32

F32

[384]
blk.8.attn_v.weight

F16

F16

[384, 384]
blk.8.ffn_down.bias

F32

F32

[384]
blk.8.ffn_down.weight

F16

F16

[1536, 384]
blk.8.ffn_up.bias

F32

F32

[1536]
blk.8.ffn_up.weight

F16

F16

[384, 1536]
blk.8.layer_output_norm.bias

F32

F32

[384]
blk.8.layer_output_norm.weight

F32

F32

[384]

blk.9

blk.9.attn_k.bias

F32

F32

[384]
blk.9.attn_k.weight

F16

F16

[384, 384]
blk.9.attn_output.bias

F32

F32

[384]
blk.9.attn_output.weight

F16

F16

[384, 384]
blk.9.attn_output_norm.bias

F32

F32

[384]
blk.9.attn_output_norm.weight

F32

F32

[384]
blk.9.attn_q.bias

F32

F32

[384]
blk.9.attn_q.weight

F16

F16

[384, 384]
blk.9.attn_v.bias

F32

F32

[384]
blk.9.attn_v.weight

F16

F16

[384, 384]
blk.9.ffn_down.bias

F32

F32

[384]
blk.9.ffn_down.weight

F16

F16

[1536, 384]
blk.9.ffn_up.bias

F32

F32

[1536]
blk.9.ffn_up.weight

F16

F16

[384, 1536]
blk.9.layer_output_norm.bias

F32

F32

[384]
blk.9.layer_output_norm.weight

F32

F32

[384]

blk.10

blk.10.attn_k.bias

F32

F32

[384]
blk.10.attn_k.weight

F16

F16

[384, 384]
blk.10.attn_output.bias

F32

F32

[384]
blk.10.attn_output.weight

F16

F16

[384, 384]
blk.10.attn_output_norm.bias

F32

F32

[384]
blk.10.attn_output_norm.weight

F32

F32

[384]
blk.10.attn_q.bias

F32

F32

[384]
blk.10.attn_q.weight

F16

F16

[384, 384]
blk.10.attn_v.bias

F32

F32

[384]
blk.10.attn_v.weight

F16

F16

[384, 384]
blk.10.ffn_down.bias

F32

F32

[384]
blk.10.ffn_down.weight

F16

F16

[1536, 384]
blk.10.ffn_up.bias

F32

F32

[1536]
blk.10.ffn_up.weight

F16

F16

[384, 1536]
blk.10.layer_output_norm.bias

F32

F32

[384]
blk.10.layer_output_norm.weight

F32

F32

[384]

blk.11

blk.11.attn_k.bias

F32

F32

[384]
blk.11.attn_k.weight

F16

F16

[384, 384]
blk.11.attn_output.bias

F32

F32

[384]
blk.11.attn_output.weight

F16

F16

[384, 384]
blk.11.attn_output_norm.bias

F32

F32

[384]
blk.11.attn_output_norm.weight

F32

F32

[384]
blk.11.attn_q.bias

F32

F32

[384]
blk.11.attn_q.weight

F16

F16

[384, 384]
blk.11.attn_v.bias

F32

F32

[384]
blk.11.attn_v.weight

F16

F16

[384, 384]
blk.11.ffn_down.bias

F32

F32

[384]
blk.11.ffn_down.weight

F16

F16

[1536, 384]
blk.11.ffn_up.bias

F32

F32

[1536]
blk.11.ffn_up.weight

F16

F16

[384, 1536]
blk.11.layer_output_norm.bias

F32

F32

[384]
blk.11.layer_output_norm.weight

F32

F32

[384]

blk.12

blk.12.attn_k.bias

F32

F32

[384]
blk.12.attn_k.weight

F16

F16

[384, 384]
blk.12.attn_output.bias

F32

F32

[384]
blk.12.attn_output.weight

F16

F16

[384, 384]
blk.12.attn_output_norm.bias

F32

F32

[384]
blk.12.attn_output_norm.weight

F32

F32

[384]
blk.12.attn_q.bias

F32

F32

[384]
blk.12.attn_q.weight

F16

F16

[384, 384]
blk.12.attn_v.bias

F32

F32

[384]
blk.12.attn_v.weight

F16

F16

[384, 384]
blk.12.ffn_down.bias

F32

F32

[384]
blk.12.ffn_down.weight

F16

F16

[1536, 384]
blk.12.ffn_up.bias

F32

F32

[1536]
blk.12.ffn_up.weight

F16

F16

[384, 1536]
blk.12.layer_output_norm.bias

F32

F32

[384]
blk.12.layer_output_norm.weight

F32

F32

[384]

blk.13

blk.13.attn_k.bias

F32

F32

[384]
blk.13.attn_k.weight

F16

F16

[384, 384]
blk.13.attn_output.bias

F32

F32

[384]
blk.13.attn_output.weight

F16

F16

[384, 384]
blk.13.attn_output_norm.bias

F32

F32

[384]
blk.13.attn_output_norm.weight

F32

F32

[384]
blk.13.attn_q.bias

F32

F32

[384]
blk.13.attn_q.weight

F16

F16

[384, 384]
blk.13.attn_v.bias

F32

F32

[384]
blk.13.attn_v.weight

F16

F16

[384, 384]
blk.13.ffn_down.bias

F32

F32

[384]
blk.13.ffn_down.weight

F16

F16

[1536, 384]
blk.13.ffn_up.bias

F32

F32

[1536]
blk.13.ffn_up.weight

F16

F16

[384, 1536]
blk.13.layer_output_norm.bias

F32

F32

[384]
blk.13.layer_output_norm.weight

F32

F32

[384]

blk.14

blk.14.attn_k.bias

F32

F32

[384]
blk.14.attn_k.weight

F16

F16

[384, 384]
blk.14.attn_output.bias

F32

F32

[384]
blk.14.attn_output.weight

F16

F16

[384, 384]
blk.14.attn_output_norm.bias

F32

F32

[384]
blk.14.attn_output_norm.weight

F32

F32

[384]
blk.14.attn_q.bias

F32

F32

[384]
blk.14.attn_q.weight

F16

F16

[384, 384]
blk.14.attn_v.bias

F32

F32

[384]
blk.14.attn_v.weight

F16

F16

[384, 384]
blk.14.ffn_down.bias

F32

F32

[384]
blk.14.ffn_down.weight

F16

F16

[1536, 384]
blk.14.ffn_up.bias

F32

F32

[1536]
blk.14.ffn_up.weight

F16

F16

[384, 1536]
blk.14.layer_output_norm.bias

F32

F32

[384]
blk.14.layer_output_norm.weight

F32

F32

[384]

blk.15

blk.15.attn_k.bias

F32

F32

[384]
blk.15.attn_k.weight

F16

F16

[384, 384]
blk.15.attn_output.bias

F32

F32

[384]
blk.15.attn_output.weight

F16

F16

[384, 384]
blk.15.attn_output_norm.bias

F32

F32

[384]
blk.15.attn_output_norm.weight

F32

F32

[384]
blk.15.attn_q.bias

F32

F32

[384]
blk.15.attn_q.weight

F16

F16

[384, 384]
blk.15.attn_v.bias

F32

F32

[384]
blk.15.attn_v.weight

F16

F16

[384, 384]
blk.15.ffn_down.bias

F32

F32

[384]
blk.15.ffn_down.weight

F16

F16

[1536, 384]
blk.15.ffn_up.bias

F32

F32

[1536]
blk.15.ffn_up.weight

F16

F16

[384, 1536]
blk.15.layer_output_norm.bias

F32

F32

[384]
blk.15.layer_output_norm.weight

F32

F32

[384]

position_embd.weight

F32

F32

[384, 1024]
token_embd_norm.bias

F32

F32

[384]
token_embd_norm.weight

F32

F32

[384]
token_types.weight

F32

F32

[384, 2]