evilfreelancer/FRIDA:823m/model

evilfreelancer/

FRIDA:823m

567 Downloads Updated 3 months ago

FRIDA is a full-scale finetuned general text embedding model inspired by denoising architecture based on T5.

823m

FRIDA:823m ... /

model

b94dd828625f · 1.7GB

Metadata

general.architecture

t5encoder

t5encoder
general.file_type

F16

F16
t5encoder.attention.head_count

24

24
t5encoder.attention.key_length

64

64
t5encoder.attention.layer_norm_epsilon

1e-06

1e-06
t5encoder.attention.layer_norm_rms_epsilon

1e-06

1e-06
t5encoder.attention.relative_buckets_count

32

32
t5encoder.attention.value_length

64

64
t5encoder.block_count

24

24
t5encoder.context_length

512

512
t5encoder.embedding_length

1536

1536
t5encoder.feed_forward_length

4096

4096
tokenizer.ggml.bos_token_id

1

1
tokenizer.ggml.eos_token_id

2

2
tokenizer.ggml.mask_token_id

4

4
tokenizer.ggml.merges

[Ġ Ð, Ð ¾, Ð µ, Ð °, Ð ¸, ...]

[Ġ Ð, Ð ¾, Ð µ, Ð °, Ð ¸, ...]
tokenizer.ggml.model

gpt2

gpt2
tokenizer.ggml.padding_token_id

0

0
tokenizer.ggml.pre

roberta-bpe

roberta-bpe
tokenizer.ggml.seperator_token_id

2

2
tokenizer.ggml.token_type

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

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

[<pad>, <s>, </s>, <unk>, <mask>, ...]

[<pad>, <s>, </s>, <unk>, <mask>, ...]
tokenizer.ggml.unknown_token_id

3

3

Tensor

Name

Type

Shape
token_embd.weight

F16

F16

[1536, 93651]

enc.blk.0

enc.blk.0.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.0.attn_norm.weight

F32

F32

[1536]
enc.blk.0.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.0.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.0.attn_rel_b.weight

F16

F16

[24, 32]
enc.blk.0.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.0.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.0.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.0.ffn_norm.weight

F32

F32

[1536]
enc.blk.0.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.1

enc.blk.1.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.1.attn_norm.weight

F32

F32

[1536]
enc.blk.1.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.1.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.1.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.1.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.1.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.1.ffn_norm.weight

F32

F32

[1536]
enc.blk.1.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.2

enc.blk.2.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.2.attn_norm.weight

F32

F32

[1536]
enc.blk.2.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.2.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.2.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.2.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.2.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.2.ffn_norm.weight

F32

F32

[1536]
enc.blk.2.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.3

enc.blk.3.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.3.attn_norm.weight

F32

F32

[1536]
enc.blk.3.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.3.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.3.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.3.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.3.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.3.ffn_norm.weight

F32

F32

[1536]
enc.blk.3.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.4

enc.blk.4.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.4.attn_norm.weight

F32

F32

[1536]
enc.blk.4.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.4.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.4.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.4.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.4.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.4.ffn_norm.weight

F32

F32

[1536]
enc.blk.4.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.5

enc.blk.5.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.5.attn_norm.weight

F32

F32

[1536]
enc.blk.5.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.5.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.5.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.5.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.5.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.5.ffn_norm.weight

F32

F32

[1536]
enc.blk.5.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.6

enc.blk.6.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.6.attn_norm.weight

F32

F32

[1536]
enc.blk.6.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.6.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.6.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.6.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.6.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.6.ffn_norm.weight

F32

F32

[1536]
enc.blk.6.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.7

enc.blk.7.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.7.attn_norm.weight

F32

F32

[1536]
enc.blk.7.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.7.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.7.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.7.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.7.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.7.ffn_norm.weight

F32

F32

[1536]
enc.blk.7.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.8

enc.blk.8.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.8.attn_norm.weight

F32

F32

[1536]
enc.blk.8.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.8.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.8.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.8.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.8.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.8.ffn_norm.weight

F32

F32

[1536]
enc.blk.8.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.9

enc.blk.9.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.9.attn_norm.weight

F32

F32

[1536]
enc.blk.9.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.9.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.9.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.9.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.9.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.9.ffn_norm.weight

F32

F32

[1536]
enc.blk.9.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.10

enc.blk.10.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.10.attn_norm.weight

F32

F32

[1536]
enc.blk.10.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.10.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.10.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.10.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.10.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.10.ffn_norm.weight

F32

F32

[1536]
enc.blk.10.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.11

enc.blk.11.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.11.attn_norm.weight

F32

F32

[1536]
enc.blk.11.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.11.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.11.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.11.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.11.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.11.ffn_norm.weight

F32

F32

[1536]
enc.blk.11.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.12

enc.blk.12.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.12.attn_norm.weight

F32

F32

[1536]
enc.blk.12.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.12.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.12.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.12.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.12.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.12.ffn_norm.weight

F32

F32

[1536]
enc.blk.12.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.13

enc.blk.13.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.13.attn_norm.weight

F32

F32

[1536]
enc.blk.13.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.13.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.13.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.13.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.13.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.13.ffn_norm.weight

F32

F32

[1536]
enc.blk.13.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.14

enc.blk.14.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.14.attn_norm.weight

F32

F32

[1536]
enc.blk.14.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.14.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.14.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.14.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.14.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.14.ffn_norm.weight

F32

F32

[1536]
enc.blk.14.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.15

enc.blk.15.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.15.attn_norm.weight

F32

F32

[1536]
enc.blk.15.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.15.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.15.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.15.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.15.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.15.ffn_norm.weight

F32

F32

[1536]
enc.blk.15.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.16

enc.blk.16.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.16.attn_norm.weight

F32

F32

[1536]
enc.blk.16.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.16.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.16.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.16.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.16.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.16.ffn_norm.weight

F32

F32

[1536]
enc.blk.16.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.17

enc.blk.17.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.17.attn_norm.weight

F32

F32

[1536]
enc.blk.17.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.17.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.17.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.17.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.17.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.17.ffn_norm.weight

F32

F32

[1536]
enc.blk.17.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.18

enc.blk.18.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.18.attn_norm.weight

F32

F32

[1536]
enc.blk.18.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.18.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.18.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.18.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.18.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.18.ffn_norm.weight

F32

F32

[1536]
enc.blk.18.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.19

enc.blk.19.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.19.attn_norm.weight

F32

F32

[1536]
enc.blk.19.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.19.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.19.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.19.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.19.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.19.ffn_norm.weight

F32

F32

[1536]
enc.blk.19.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.20

enc.blk.20.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.20.attn_norm.weight

F32

F32

[1536]
enc.blk.20.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.20.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.20.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.20.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.20.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.20.ffn_norm.weight

F32

F32

[1536]
enc.blk.20.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.21

enc.blk.21.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.21.attn_norm.weight

F32

F32

[1536]
enc.blk.21.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.21.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.21.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.21.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.21.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.21.ffn_norm.weight

F32

F32

[1536]
enc.blk.21.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.22

enc.blk.22.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.22.attn_norm.weight

F32

F32

[1536]
enc.blk.22.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.22.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.22.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.22.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.22.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.22.ffn_norm.weight

F32

F32

[1536]
enc.blk.22.ffn_up.weight

F16

F16

[1536, 4096]

enc.blk.23

enc.blk.23.attn_k.weight

F16

F16

[1536, 1536]
enc.blk.23.attn_norm.weight

F32

F32

[1536]
enc.blk.23.attn_o.weight

F16

F16

[1536, 1536]
enc.blk.23.attn_q.weight

F16

F16

[1536, 1536]
enc.blk.23.attn_v.weight

F16

F16

[1536, 1536]
enc.blk.23.ffn_down.weight

F16

F16

[4096, 1536]
enc.blk.23.ffn_gate.weight

F16

F16

[1536, 4096]
enc.blk.23.ffn_norm.weight

F32

F32

[1536]
enc.blk.23.ffn_up.weight

F16

F16

[1536, 4096]

enc.output_norm.weight

F32

F32

[1536]