pxlksr/bigcode_starcoder2-15b:F16/model

pxlksr/bigcode_starcoder2-15b

StarCoder2-15B model is a 15B parameter model trained on 600+ programming languages from The Stack v2, with opt-out requests excluded. https://huggingface.co/bigcode/starcoder2-15b

131 Pulls Updated 9 months ago

8 Tags

bigcode_starcoder2-15b:F16 ... /

model

1143dbfab5f7 · 7.4GB

Metadata

general.architecture

llama
general.file_type

1
general.name

Storage
general.quantization_version

2
llama.attention.head_count

48
llama.attention.head_count_kv

4
llama.attention.layer_norm_rms_epsilon

1e-05
llama.block_count

40
llama.context_length

16384
llama.embedding_length

6144
llama.feed_forward_length

24576
llama.rope.dimension_count

128
llama.rope.freq_base

100000
tokenizer.ggml.bos_token_id

0
tokenizer.ggml.eos_token_id

0
tokenizer.ggml.merges

[Ġ Ġ, ĠĠ ĠĠ, ĠĠĠĠ ĠĠĠĠ, ĠĠ Ġ, e r, ...]
tokenizer.ggml.model

gpt2
tokenizer.ggml.scores

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

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

[<|endoftext|>, <fim_prefix>, <fim_middle>, <fim_suffix>, <fim_pad>, ...]
tokenizer.ggml.unknown_token_id

0

Tensor

Name

Type

Shape
token_embd.weight

F16

[6144, 49152]

blk.0

blk.0.attn_k.bias

F32

[512]
blk.0.attn_k.weight

F16

[6144, 512]
blk.0.attn_norm.bias

F32

[6144]
blk.0.attn_norm.weight

F32

[6144]
blk.0.attn_output.bias

F32

[6144]
blk.0.attn_output.weight

F16

[6144, 6144]
blk.0.attn_q.bias

F32

[6144]
blk.0.attn_q.weight

F16

[6144, 6144]
blk.0.attn_v.bias

F32

[512]
blk.0.attn_v.weight

F16

[6144, 512]
blk.0.ffn_norm.bias

F32

[6144]
blk.0.ffn_norm.weight

F32

[6144]

blk.1

blk.1.attn_k.bias

F32

[512]
blk.1.attn_k.weight

F16

[6144, 512]
blk.1.attn_norm.bias

F32

[6144]
blk.1.attn_norm.weight

F32

[6144]
blk.1.attn_output.bias

F32

[6144]
blk.1.attn_output.weight

F16

[6144, 6144]
blk.1.attn_q.bias

F32

[6144]
blk.1.attn_q.weight

F16

[6144, 6144]
blk.1.attn_v.bias

F32

[512]
blk.1.attn_v.weight

F16

[6144, 512]
blk.1.ffn_norm.bias

F32

[6144]
blk.1.ffn_norm.weight

F32

[6144]

blk.2

blk.2.attn_k.bias

F32

[512]
blk.2.attn_k.weight

F16

[6144, 512]
blk.2.attn_norm.bias

F32

[6144]
blk.2.attn_norm.weight

F32

[6144]
blk.2.attn_output.bias

F32

[6144]
blk.2.attn_output.weight

F16

[6144, 6144]
blk.2.attn_q.bias

F32

[6144]
blk.2.attn_q.weight

F16

[6144, 6144]
blk.2.attn_v.bias

F32

[512]
blk.2.attn_v.weight

F16

[6144, 512]
blk.2.ffn_norm.bias

F32

[6144]
blk.2.ffn_norm.weight

F32

[6144]

blk.3

blk.3.attn_k.bias

F32

[512]
blk.3.attn_k.weight

F16

[6144, 512]
blk.3.attn_norm.bias

F32

[6144]
blk.3.attn_norm.weight

F32

[6144]
blk.3.attn_output.bias

F32

[6144]
blk.3.attn_output.weight

F16

[6144, 6144]
blk.3.attn_q.bias

F32

[6144]
blk.3.attn_q.weight

F16

[6144, 6144]
blk.3.attn_v.bias

F32

[512]
blk.3.attn_v.weight

F16

[6144, 512]
blk.3.ffn_norm.bias

F32

[6144]
blk.3.ffn_norm.weight

F32

[6144]

blk.4

blk.4.attn_k.bias

F32

[512]
blk.4.attn_k.weight

F16

[6144, 512]
blk.4.attn_norm.bias

F32

[6144]
blk.4.attn_norm.weight

F32

[6144]
blk.4.attn_output.bias

F32

[6144]
blk.4.attn_output.weight

F16

[6144, 6144]
blk.4.attn_q.bias

F32

[6144]
blk.4.attn_q.weight

F16

[6144, 6144]
blk.4.attn_v.bias

F32

[512]
blk.4.attn_v.weight

F16

[6144, 512]
blk.4.ffn_norm.bias

F32

[6144]
blk.4.ffn_norm.weight

F32

[6144]

blk.5

blk.5.attn_k.bias

F32

[512]
blk.5.attn_k.weight

F16

[6144, 512]
blk.5.attn_norm.bias

F32

[6144]
blk.5.attn_norm.weight

F32

[6144]
blk.5.attn_output.bias

F32

[6144]
blk.5.attn_output.weight

F16

[6144, 6144]
blk.5.attn_q.bias

F32

[6144]
blk.5.attn_q.weight

F16

[6144, 6144]
blk.5.attn_v.bias

F32

[512]
blk.5.attn_v.weight

F16

[6144, 512]
blk.5.ffn_norm.bias

F32

[6144]
blk.5.ffn_norm.weight

F32

[6144]

blk.6

blk.6.attn_k.bias

F32

[512]
blk.6.attn_k.weight

F16

[6144, 512]
blk.6.attn_norm.bias

F32

[6144]
blk.6.attn_norm.weight

F32

[6144]
blk.6.attn_output.bias

F32

[6144]
blk.6.attn_output.weight

F16

[6144, 6144]
blk.6.attn_q.bias

F32

[6144]
blk.6.attn_q.weight

F16

[6144, 6144]
blk.6.attn_v.bias

F32

[512]
blk.6.attn_v.weight

F16

[6144, 512]
blk.6.ffn_norm.bias

F32

[6144]
blk.6.ffn_norm.weight

F32

[6144]

blk.7

blk.7.attn_k.bias

F32

[512]
blk.7.attn_k.weight

F16

[6144, 512]
blk.7.attn_norm.bias

F32

[6144]
blk.7.attn_norm.weight

F32

[6144]
blk.7.attn_output.bias

F32

[6144]
blk.7.attn_output.weight

F16

[6144, 6144]
blk.7.attn_q.bias

F32

[6144]
blk.7.attn_q.weight

F16

[6144, 6144]
blk.7.attn_v.bias

F32

[512]
blk.7.attn_v.weight

F16

[6144, 512]
blk.7.ffn_norm.bias

F32

[6144]
blk.7.ffn_norm.weight

F32

[6144]

blk.8

blk.8.attn_k.bias

F32

[512]
blk.8.attn_k.weight

F16

[6144, 512]
blk.8.attn_norm.bias

F32

[6144]
blk.8.attn_norm.weight

F32

[6144]
blk.8.attn_output.bias

F32

[6144]
blk.8.attn_output.weight

F16

[6144, 6144]
blk.8.attn_q.bias

F32

[6144]
blk.8.attn_q.weight

F16

[6144, 6144]
blk.8.attn_v.bias

F32

[512]
blk.8.attn_v.weight

F16

[6144, 512]
blk.8.ffn_norm.bias

F32

[6144]
blk.8.ffn_norm.weight

F32

[6144]

blk.9

blk.9.attn_k.bias

F32

[512]
blk.9.attn_k.weight

F16

[6144, 512]
blk.9.attn_norm.bias

F32

[6144]
blk.9.attn_norm.weight

F32

[6144]
blk.9.attn_output.bias

F32

[6144]
blk.9.attn_output.weight

F16

[6144, 6144]
blk.9.attn_q.bias

F32

[6144]
blk.9.attn_q.weight

F16

[6144, 6144]
blk.9.attn_v.bias

F32

[512]
blk.9.attn_v.weight

F16

[6144, 512]
blk.9.ffn_norm.bias

F32

[6144]
blk.9.ffn_norm.weight

F32

[6144]

blk.10

blk.10.attn_k.bias

F32

[512]
blk.10.attn_k.weight

F16

[6144, 512]
blk.10.attn_norm.bias

F32

[6144]
blk.10.attn_norm.weight

F32

[6144]
blk.10.attn_output.bias

F32

[6144]
blk.10.attn_output.weight

F16

[6144, 6144]
blk.10.attn_q.bias

F32

[6144]
blk.10.attn_q.weight

F16

[6144, 6144]
blk.10.attn_v.bias

F32

[512]
blk.10.attn_v.weight

F16

[6144, 512]
blk.10.ffn_norm.bias

F32

[6144]
blk.10.ffn_norm.weight

F32

[6144]

blk.11

blk.11.attn_k.bias

F32

[512]
blk.11.attn_k.weight

F16

[6144, 512]
blk.11.attn_norm.bias

F32

[6144]
blk.11.attn_norm.weight

F32

[6144]
blk.11.attn_output.bias

F32

[6144]
blk.11.attn_output.weight

F16

[6144, 6144]
blk.11.attn_q.bias

F32

[6144]
blk.11.attn_q.weight

F16

[6144, 6144]
blk.11.attn_v.bias

F32

[512]
blk.11.attn_v.weight

F16

[6144, 512]
blk.11.ffn_norm.bias

F32

[6144]
blk.11.ffn_norm.weight

F32

[6144]

blk.12

blk.12.attn_k.bias

F32

[512]
blk.12.attn_k.weight

F16

[6144, 512]
blk.12.attn_norm.bias

F32

[6144]
blk.12.attn_norm.weight

F32

[6144]
blk.12.attn_output.bias

F32

[6144]
blk.12.attn_output.weight

F16

[6144, 6144]
blk.12.attn_q.bias

F32

[6144]
blk.12.attn_q.weight

F16

[6144, 6144]
blk.12.attn_v.bias

F32

[512]
blk.12.attn_v.weight

F16

[6144, 512]
blk.12.ffn_norm.bias

F32

[6144]
blk.12.ffn_norm.weight

F32

[6144]

blk.13

blk.13.attn_k.bias

F32

[512]
blk.13.attn_k.weight

F16

[6144, 512]
blk.13.attn_norm.bias

F32

[6144]
blk.13.attn_norm.weight

F32

[6144]
blk.13.attn_output.bias

F32

[6144]
blk.13.attn_output.weight

F16

[6144, 6144]
blk.13.attn_q.bias

F32

[6144]
blk.13.attn_q.weight

F16

[6144, 6144]
blk.13.attn_v.bias

F32

[512]
blk.13.attn_v.weight

F16

[6144, 512]
blk.13.ffn_norm.bias

F32

[6144]
blk.13.ffn_norm.weight

F32

[6144]

blk.14

blk.14.attn_k.bias

F32

[512]
blk.14.attn_k.weight

F16

[6144, 512]
blk.14.attn_norm.bias

F32

[6144]
blk.14.attn_norm.weight

F32

[6144]
blk.14.attn_output.bias

F32

[6144]
blk.14.attn_output.weight

F16

[6144, 6144]
blk.14.attn_q.bias

F32

[6144]
blk.14.attn_q.weight

F16

[6144, 6144]
blk.14.attn_v.bias

F32

[512]
blk.14.attn_v.weight

F16

[6144, 512]
blk.14.ffn_norm.bias

F32

[6144]
blk.14.ffn_norm.weight

F32

[6144]

blk.15

blk.15.attn_k.bias

F32

[512]
blk.15.attn_k.weight

F16

[6144, 512]
blk.15.attn_norm.bias

F32

[6144]
blk.15.attn_norm.weight

F32

[6144]
blk.15.attn_output.bias

F32

[6144]
blk.15.attn_output.weight

F16

[6144, 6144]
blk.15.attn_q.bias

F32

[6144]
blk.15.attn_q.weight

F16

[6144, 6144]
blk.15.attn_v.bias

F32

[512]
blk.15.attn_v.weight

F16

[6144, 512]
blk.15.ffn_norm.bias

F32

[6144]
blk.15.ffn_norm.weight

F32

[6144]

blk.16

blk.16.attn_k.bias

F32

[512]
blk.16.attn_k.weight

F16

[6144, 512]
blk.16.attn_norm.bias

F32

[6144]
blk.16.attn_norm.weight

F32

[6144]
blk.16.attn_output.bias

F32

[6144]
blk.16.attn_output.weight

F16

[6144, 6144]
blk.16.attn_q.bias

F32

[6144]
blk.16.attn_q.weight

F16

[6144, 6144]
blk.16.attn_v.bias

F32

[512]
blk.16.attn_v.weight

F16

[6144, 512]
blk.16.ffn_norm.bias

F32

[6144]
blk.16.ffn_norm.weight

F32

[6144]

blk.17

blk.17.attn_k.bias

F32

[512]
blk.17.attn_k.weight

F16

[6144, 512]
blk.17.attn_norm.bias

F32

[6144]
blk.17.attn_norm.weight

F32

[6144]
blk.17.attn_output.bias

F32

[6144]
blk.17.attn_output.weight

F16

[6144, 6144]
blk.17.attn_q.bias

F32

[6144]
blk.17.attn_q.weight

F16

[6144, 6144]
blk.17.attn_v.bias

F32

[512]
blk.17.attn_v.weight

F16

[6144, 512]
blk.17.ffn_norm.bias

F32

[6144]
blk.17.ffn_norm.weight

F32

[6144]

blk.18

blk.18.attn_k.bias

F32

[512]
blk.18.attn_k.weight

F16

[6144, 512]
blk.18.attn_norm.bias

F32

[6144]
blk.18.attn_norm.weight

F32

[6144]
blk.18.attn_output.bias

F32

[6144]
blk.18.attn_output.weight

F16

[6144, 6144]
blk.18.attn_q.bias

F32

[6144]
blk.18.attn_q.weight

F16

[6144, 6144]
blk.18.attn_v.bias

F32

[512]
blk.18.attn_v.weight

F16

[6144, 512]
blk.18.ffn_norm.bias

F32

[6144]
blk.18.ffn_norm.weight

F32

[6144]

blk.19

blk.19.attn_k.bias

F32

[512]
blk.19.attn_k.weight

F16

[6144, 512]
blk.19.attn_norm.bias

F32

[6144]
blk.19.attn_norm.weight

F32

[6144]
blk.19.attn_output.bias

F32

[6144]
blk.19.attn_output.weight

F16

[6144, 6144]
blk.19.attn_q.bias

F32

[6144]
blk.19.attn_q.weight

F16

[6144, 6144]
blk.19.attn_v.bias

F32

[512]
blk.19.attn_v.weight

F16

[6144, 512]
blk.19.ffn_norm.bias

F32

[6144]
blk.19.ffn_norm.weight

F32

[6144]

blk.20

blk.20.attn_k.bias

F32

[512]
blk.20.attn_k.weight

F16

[6144, 512]
blk.20.attn_norm.bias

F32

[6144]
blk.20.attn_norm.weight

F32

[6144]
blk.20.attn_output.bias

F32

[6144]
blk.20.attn_output.weight

F16

[6144, 6144]
blk.20.attn_q.bias

F32

[6144]
blk.20.attn_q.weight

F16

[6144, 6144]
blk.20.attn_v.bias

F32

[512]
blk.20.attn_v.weight

F16

[6144, 512]
blk.20.ffn_norm.bias

F32

[6144]
blk.20.ffn_norm.weight

F32

[6144]

blk.21

blk.21.attn_k.bias

F32

[512]
blk.21.attn_k.weight

F16

[6144, 512]
blk.21.attn_norm.bias

F32

[6144]
blk.21.attn_norm.weight

F32

[6144]
blk.21.attn_output.bias

F32

[6144]
blk.21.attn_output.weight

F16

[6144, 6144]
blk.21.attn_q.bias

F32

[6144]
blk.21.attn_q.weight

F16

[6144, 6144]
blk.21.attn_v.bias

F32

[512]
blk.21.attn_v.weight

F16

[6144, 512]
blk.21.ffn_norm.bias

F32

[6144]
blk.21.ffn_norm.weight

F32

[6144]

blk.22

blk.22.attn_k.bias

F32

[512]
blk.22.attn_k.weight

F16

[6144, 512]
blk.22.attn_norm.bias

F32

[6144]
blk.22.attn_norm.weight

F32

[6144]
blk.22.attn_output.bias

F32

[6144]
blk.22.attn_output.weight

F16

[6144, 6144]
blk.22.attn_q.bias

F32

[6144]
blk.22.attn_q.weight

F16

[6144, 6144]
blk.22.attn_v.bias

F32

[512]
blk.22.attn_v.weight

F16

[6144, 512]
blk.22.ffn_norm.bias

F32

[6144]
blk.22.ffn_norm.weight

F32

[6144]

blk.23

blk.23.attn_k.bias

F32

[512]
blk.23.attn_k.weight

F16

[6144, 512]
blk.23.attn_norm.bias

F32

[6144]
blk.23.attn_norm.weight

F32

[6144]
blk.23.attn_output.bias

F32

[6144]
blk.23.attn_output.weight

F16

[6144, 6144]
blk.23.attn_q.bias

F32

[6144]
blk.23.attn_q.weight

F16

[6144, 6144]
blk.23.attn_v.bias

F32

[512]
blk.23.attn_v.weight

F16

[6144, 512]
blk.23.ffn_norm.bias

F32

[6144]
blk.23.ffn_norm.weight

F32

[6144]

blk.24

blk.24.attn_k.bias

F32

[512]
blk.24.attn_k.weight

F16

[6144, 512]
blk.24.attn_norm.bias

F32

[6144]
blk.24.attn_norm.weight

F32

[6144]
blk.24.attn_output.bias

F32

[6144]
blk.24.attn_output.weight

F16

[6144, 6144]
blk.24.attn_q.bias

F32

[6144]
blk.24.attn_q.weight

F16

[6144, 6144]
blk.24.attn_v.bias

F32

[512]
blk.24.attn_v.weight

F16

[6144, 512]
blk.24.ffn_norm.bias

F32

[6144]
blk.24.ffn_norm.weight

F32

[6144]

blk.25

blk.25.attn_k.bias

F32

[512]
blk.25.attn_k.weight

F16

[6144, 512]
blk.25.attn_norm.bias

F32

[6144]
blk.25.attn_norm.weight

F32

[6144]
blk.25.attn_output.bias

F32

[6144]
blk.25.attn_output.weight

F16

[6144, 6144]
blk.25.attn_q.bias

F32

[6144]
blk.25.attn_q.weight

F16

[6144, 6144]
blk.25.attn_v.bias

F32

[512]
blk.25.attn_v.weight

F16

[6144, 512]
blk.25.ffn_norm.bias

F32

[6144]
blk.25.ffn_norm.weight

F32

[6144]

blk.26

blk.26.attn_k.bias

F32

[512]
blk.26.attn_k.weight

F16

[6144, 512]
blk.26.attn_norm.bias

F32

[6144]
blk.26.attn_norm.weight

F32

[6144]
blk.26.attn_output.bias

F32

[6144]
blk.26.attn_output.weight

F16

[6144, 6144]
blk.26.attn_q.bias

F32

[6144]
blk.26.attn_q.weight

F16

[6144, 6144]
blk.26.attn_v.bias

F32

[512]
blk.26.attn_v.weight

F16

[6144, 512]
blk.26.ffn_norm.bias

F32

[6144]
blk.26.ffn_norm.weight

F32

[6144]

blk.27

blk.27.attn_k.bias

F32

[512]
blk.27.attn_k.weight

F16

[6144, 512]
blk.27.attn_norm.bias

F32

[6144]
blk.27.attn_norm.weight

F32

[6144]
blk.27.attn_output.bias

F32

[6144]
blk.27.attn_output.weight

F16

[6144, 6144]
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F32

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