starcoder

StarCoder is a code generation model trained on 80+ programming languages.

1b 3b 7b 15b

170.9K Pulls Updated 13 months ago

100 Tags

starcoder:1b ... /

model

397f02a8d32c · 726MB

Metadata

general.architecture

starcoder
general.file_type

2
general.name

StarCoder
general.quantization_version

2
starcoder.attention.head_count

16
starcoder.attention.head_count_kv

1
starcoder.attention.layer_norm_epsilon

1e-05
starcoder.block_count

24
starcoder.context_length

8192
starcoder.embedding_length

2048
starcoder.feed_forward_length

8192
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

Q4_0

[2048, 49152]

blk.0

blk.0.attn_norm.bias

F32

[2048]
blk.0.attn_norm.weight

F32

[2048]
blk.0.attn_output.bias

F32

[2048]
blk.0.attn_output.weight

Q4_0

[2048, 2048]
blk.0.attn_qkv.bias

F32

[2304]
blk.0.attn_qkv.weight

Q4_0

[2048, 2304]
blk.0.ffn_down.bias

F32

[2048]
blk.0.ffn_down.weight

Q4_0

[8192, 2048]
blk.0.ffn_norm.bias

F32

[2048]
blk.0.ffn_norm.weight

F32

[2048]
blk.0.ffn_up.bias

F32

[8192]
blk.0.ffn_up.weight

Q4_0

[2048, 8192]

blk.1

blk.1.attn_norm.bias

F32

[2048]
blk.1.attn_norm.weight

F32

[2048]
blk.1.attn_output.bias

F32

[2048]
blk.1.attn_output.weight

Q4_0

[2048, 2048]
blk.1.attn_qkv.bias

F32

[2304]
blk.1.attn_qkv.weight

Q4_0

[2048, 2304]
blk.1.ffn_down.bias

F32

[2048]
blk.1.ffn_down.weight

Q4_0

[8192, 2048]
blk.1.ffn_norm.bias

F32

[2048]
blk.1.ffn_norm.weight

F32

[2048]
blk.1.ffn_up.bias

F32

[8192]
blk.1.ffn_up.weight

Q4_0

[2048, 8192]

blk.2

blk.2.attn_norm.bias

F32

[2048]
blk.2.attn_norm.weight

F32

[2048]
blk.2.attn_output.bias

F32

[2048]
blk.2.attn_output.weight

Q4_0

[2048, 2048]
blk.2.attn_qkv.bias

F32

[2304]
blk.2.attn_qkv.weight

Q4_0

[2048, 2304]
blk.2.ffn_down.bias

F32

[2048]
blk.2.ffn_down.weight

Q4_0

[8192, 2048]
blk.2.ffn_norm.bias

F32

[2048]
blk.2.ffn_norm.weight

F32

[2048]
blk.2.ffn_up.bias

F32

[8192]
blk.2.ffn_up.weight

Q4_0

[2048, 8192]

blk.3

blk.3.attn_norm.bias

F32

[2048]
blk.3.attn_norm.weight

F32

[2048]
blk.3.attn_output.bias

F32

[2048]
blk.3.attn_output.weight

Q4_0

[2048, 2048]
blk.3.attn_qkv.bias

F32

[2304]
blk.3.attn_qkv.weight

Q4_0

[2048, 2304]
blk.3.ffn_down.bias

F32

[2048]
blk.3.ffn_down.weight

Q4_0

[8192, 2048]
blk.3.ffn_norm.bias

F32

[2048]
blk.3.ffn_norm.weight

F32

[2048]
blk.3.ffn_up.bias

F32

[8192]
blk.3.ffn_up.weight

Q4_0

[2048, 8192]

blk.4

blk.4.attn_norm.bias

F32

[2048]
blk.4.attn_norm.weight

F32

[2048]
blk.4.attn_output.bias

F32

[2048]
blk.4.attn_output.weight

Q4_0

[2048, 2048]
blk.4.attn_qkv.bias

F32

[2304]
blk.4.attn_qkv.weight

Q4_0

[2048, 2304]
blk.4.ffn_down.bias

F32

[2048]
blk.4.ffn_down.weight

Q4_0

[8192, 2048]
blk.4.ffn_norm.bias

F32

[2048]
blk.4.ffn_norm.weight

F32

[2048]
blk.4.ffn_up.bias

F32

[8192]
blk.4.ffn_up.weight

Q4_0

[2048, 8192]

blk.5

blk.5.attn_norm.bias

F32

[2048]
blk.5.attn_norm.weight

F32

[2048]
blk.5.attn_output.bias

F32

[2048]
blk.5.attn_output.weight

Q4_0

[2048, 2048]
blk.5.attn_qkv.bias

F32

[2304]
blk.5.attn_qkv.weight

Q4_0

[2048, 2304]
blk.5.ffn_down.bias

F32

[2048]
blk.5.ffn_down.weight

Q4_0

[8192, 2048]
blk.5.ffn_norm.bias

F32

[2048]
blk.5.ffn_norm.weight

F32

[2048]
blk.5.ffn_up.bias

F32

[8192]
blk.5.ffn_up.weight

Q4_0

[2048, 8192]

blk.6

blk.6.attn_norm.bias

F32

[2048]
blk.6.attn_norm.weight

F32

[2048]
blk.6.attn_output.bias

F32

[2048]
blk.6.attn_output.weight

Q4_0

[2048, 2048]
blk.6.attn_qkv.bias

F32

[2304]
blk.6.attn_qkv.weight

Q4_0

[2048, 2304]
blk.6.ffn_down.bias

F32

[2048]
blk.6.ffn_down.weight

Q4_0

[8192, 2048]
blk.6.ffn_norm.bias

F32

[2048]
blk.6.ffn_norm.weight

F32

[2048]
blk.6.ffn_up.bias

F32

[8192]
blk.6.ffn_up.weight

Q4_0

[2048, 8192]

blk.7

blk.7.attn_norm.bias

F32

[2048]
blk.7.attn_norm.weight

F32

[2048]
blk.7.attn_output.bias

F32

[2048]
blk.7.attn_output.weight

Q4_0

[2048, 2048]
blk.7.attn_qkv.bias

F32

[2304]
blk.7.attn_qkv.weight

Q4_0

[2048, 2304]
blk.7.ffn_down.bias

F32

[2048]
blk.7.ffn_down.weight

Q4_0

[8192, 2048]
blk.7.ffn_norm.bias

F32

[2048]
blk.7.ffn_norm.weight

F32

[2048]
blk.7.ffn_up.bias

F32

[8192]
blk.7.ffn_up.weight

Q4_0

[2048, 8192]

blk.8

blk.8.attn_norm.bias

F32

[2048]
blk.8.attn_norm.weight

F32

[2048]
blk.8.attn_output.bias

F32

[2048]
blk.8.attn_output.weight

Q4_0

[2048, 2048]
blk.8.attn_qkv.bias

F32

[2304]
blk.8.attn_qkv.weight

Q4_0

[2048, 2304]
blk.8.ffn_down.bias

F32

[2048]
blk.8.ffn_down.weight

Q4_0

[8192, 2048]
blk.8.ffn_norm.bias

F32

[2048]
blk.8.ffn_norm.weight

F32

[2048]
blk.8.ffn_up.bias

F32

[8192]
blk.8.ffn_up.weight

Q4_0

[2048, 8192]

blk.9

blk.9.attn_norm.bias

F32

[2048]
blk.9.attn_norm.weight

F32

[2048]
blk.9.attn_output.bias

F32

[2048]
blk.9.attn_output.weight

Q4_0

[2048, 2048]
blk.9.attn_qkv.bias

F32

[2304]
blk.9.attn_qkv.weight

Q4_0

[2048, 2304]
blk.9.ffn_down.bias

F32

[2048]
blk.9.ffn_down.weight

Q4_0

[8192, 2048]
blk.9.ffn_norm.bias

F32

[2048]
blk.9.ffn_norm.weight

F32

[2048]
blk.9.ffn_up.bias

F32

[8192]
blk.9.ffn_up.weight

Q4_0

[2048, 8192]

blk.10

blk.10.attn_norm.bias

F32

[2048]
blk.10.attn_norm.weight

F32

[2048]
blk.10.attn_output.bias

F32

[2048]
blk.10.attn_output.weight

Q4_0

[2048, 2048]
blk.10.attn_qkv.bias

F32

[2304]
blk.10.attn_qkv.weight

Q4_0

[2048, 2304]
blk.10.ffn_down.bias

F32

[2048]
blk.10.ffn_down.weight

Q4_0

[8192, 2048]
blk.10.ffn_norm.bias

F32

[2048]
blk.10.ffn_norm.weight

F32

[2048]
blk.10.ffn_up.bias

F32

[8192]
blk.10.ffn_up.weight

Q4_0

[2048, 8192]

blk.11

blk.11.attn_norm.bias

F32

[2048]
blk.11.attn_norm.weight

F32

[2048]
blk.11.attn_output.bias

F32

[2048]
blk.11.attn_output.weight

Q4_0

[2048, 2048]
blk.11.attn_qkv.bias

F32

[2304]
blk.11.attn_qkv.weight

Q4_0

[2048, 2304]
blk.11.ffn_down.bias

F32

[2048]
blk.11.ffn_down.weight

Q4_0

[8192, 2048]
blk.11.ffn_norm.bias

F32

[2048]
blk.11.ffn_norm.weight

F32

[2048]
blk.11.ffn_up.bias

F32

[8192]
blk.11.ffn_up.weight

Q4_0

[2048, 8192]

blk.12

blk.12.attn_norm.bias

F32

[2048]
blk.12.attn_norm.weight

F32

[2048]
blk.12.attn_output.bias

F32

[2048]
blk.12.attn_output.weight

Q4_0

[2048, 2048]
blk.12.attn_qkv.bias

F32

[2304]
blk.12.attn_qkv.weight

Q4_0

[2048, 2304]
blk.12.ffn_down.bias

F32

[2048]
blk.12.ffn_down.weight

Q4_0

[8192, 2048]
blk.12.ffn_norm.bias

F32

[2048]
blk.12.ffn_norm.weight

F32

[2048]
blk.12.ffn_up.bias

F32

[8192]
blk.12.ffn_up.weight

Q4_0

[2048, 8192]

blk.13

blk.13.attn_norm.bias

F32

[2048]
blk.13.attn_norm.weight

F32

[2048]
blk.13.attn_output.bias

F32

[2048]
blk.13.attn_output.weight

Q4_0

[2048, 2048]
blk.13.attn_qkv.bias

F32

[2304]
blk.13.attn_qkv.weight

Q4_0

[2048, 2304]
blk.13.ffn_down.bias

F32

[2048]
blk.13.ffn_down.weight

Q4_0

[8192, 2048]
blk.13.ffn_norm.bias

F32

[2048]
blk.13.ffn_norm.weight

F32

[2048]
blk.13.ffn_up.bias

F32

[8192]
blk.13.ffn_up.weight

Q4_0

[2048, 8192]

blk.14

blk.14.attn_norm.bias

F32

[2048]
blk.14.attn_norm.weight

F32

[2048]
blk.14.attn_output.bias

F32

[2048]
blk.14.attn_output.weight

Q4_0

[2048, 2048]
blk.14.attn_qkv.bias

F32

[2304]
blk.14.attn_qkv.weight

Q4_0

[2048, 2304]
blk.14.ffn_down.bias

F32

[2048]
blk.14.ffn_down.weight

Q4_0

[8192, 2048]
blk.14.ffn_norm.bias

F32

[2048]
blk.14.ffn_norm.weight

F32

[2048]
blk.14.ffn_up.bias

F32

[8192]
blk.14.ffn_up.weight

Q4_0

[2048, 8192]

blk.15

blk.15.attn_norm.bias

F32

[2048]
blk.15.attn_norm.weight

F32

[2048]
blk.15.attn_output.bias

F32

[2048]
blk.15.attn_output.weight

Q4_0

[2048, 2048]
blk.15.attn_qkv.bias

F32

[2304]
blk.15.attn_qkv.weight

Q4_0

[2048, 2304]
blk.15.ffn_down.bias

F32

[2048]
blk.15.ffn_down.weight

Q4_0

[8192, 2048]
blk.15.ffn_norm.bias

F32

[2048]
blk.15.ffn_norm.weight

F32

[2048]
blk.15.ffn_up.bias

F32

[8192]
blk.15.ffn_up.weight

Q4_0

[2048, 8192]

blk.16

blk.16.attn_norm.bias

F32

[2048]
blk.16.attn_norm.weight

F32

[2048]
blk.16.attn_output.bias

F32

[2048]
blk.16.attn_output.weight

Q4_0

[2048, 2048]
blk.16.attn_qkv.bias

F32

[2304]
blk.16.attn_qkv.weight

Q4_0

[2048, 2304]
blk.16.ffn_down.bias

F32

[2048]
blk.16.ffn_down.weight

Q4_0

[8192, 2048]
blk.16.ffn_norm.bias

F32

[2048]
blk.16.ffn_norm.weight

F32

[2048]
blk.16.ffn_up.bias

F32

[8192]
blk.16.ffn_up.weight

Q4_0

[2048, 8192]

blk.17

blk.17.attn_norm.bias

F32

[2048]
blk.17.attn_norm.weight

F32

[2048]
blk.17.attn_output.bias

F32

[2048]
blk.17.attn_output.weight

Q4_0

[2048, 2048]
blk.17.attn_qkv.bias

F32

[2304]
blk.17.attn_qkv.weight

Q4_0

[2048, 2304]
blk.17.ffn_down.bias

F32

[2048]
blk.17.ffn_down.weight

Q4_0

[8192, 2048]
blk.17.ffn_norm.bias

F32

[2048]
blk.17.ffn_norm.weight

F32

[2048]
blk.17.ffn_up.bias

F32

[8192]
blk.17.ffn_up.weight

Q4_0

[2048, 8192]

blk.18

blk.18.attn_norm.bias

F32

[2048]
blk.18.attn_norm.weight

F32

[2048]
blk.18.attn_output.bias

F32

[2048]
blk.18.attn_output.weight

Q4_0

[2048, 2048]
blk.18.attn_qkv.bias

F32

[2304]
blk.18.attn_qkv.weight

Q4_0

[2048, 2304]
blk.18.ffn_down.bias

F32

[2048]
blk.18.ffn_down.weight

Q4_0

[8192, 2048]
blk.18.ffn_norm.bias

F32

[2048]
blk.18.ffn_norm.weight

F32

[2048]
blk.18.ffn_up.bias

F32

[8192]
blk.18.ffn_up.weight

Q4_0

[2048, 8192]

blk.19

blk.19.attn_norm.bias

F32

[2048]
blk.19.attn_norm.weight

F32

[2048]
blk.19.attn_output.bias

F32

[2048]
blk.19.attn_output.weight

Q4_0

[2048, 2048]
blk.19.attn_qkv.bias

F32

[2304]
blk.19.attn_qkv.weight

Q4_0

[2048, 2304]
blk.19.ffn_down.bias

F32

[2048]
blk.19.ffn_down.weight

Q4_0

[8192, 2048]
blk.19.ffn_norm.bias

F32

[2048]
blk.19.ffn_norm.weight

F32

[2048]
blk.19.ffn_up.bias

F32

[8192]
blk.19.ffn_up.weight

Q4_0

[2048, 8192]

blk.20

blk.20.attn_norm.bias

F32

[2048]
blk.20.attn_norm.weight

F32

[2048]
blk.20.attn_output.bias

F32

[2048]
blk.20.attn_output.weight

Q4_0

[2048, 2048]
blk.20.attn_qkv.bias

F32

[2304]
blk.20.attn_qkv.weight

Q4_0

[2048, 2304]
blk.20.ffn_down.bias

F32

[2048]
blk.20.ffn_down.weight

Q4_0

[8192, 2048]
blk.20.ffn_norm.bias

F32

[2048]
blk.20.ffn_norm.weight

F32

[2048]
blk.20.ffn_up.bias

F32

[8192]
blk.20.ffn_up.weight

Q4_0

[2048, 8192]

blk.21

blk.21.attn_norm.bias

F32

[2048]
blk.21.attn_norm.weight

F32

[2048]
blk.21.attn_output.bias

F32

[2048]
blk.21.attn_output.weight

Q4_0

[2048, 2048]
blk.21.attn_qkv.bias

F32

[2304]
blk.21.attn_qkv.weight

Q4_0

[2048, 2304]
blk.21.ffn_down.bias

F32

[2048]
blk.21.ffn_down.weight

Q4_0

[8192, 2048]
blk.21.ffn_norm.bias

F32

[2048]
blk.21.ffn_norm.weight

F32

[2048]
blk.21.ffn_up.bias

F32

[8192]
blk.21.ffn_up.weight

Q4_0

[2048, 8192]

blk.22

blk.22.attn_norm.bias

F32

[2048]
blk.22.attn_norm.weight

F32

[2048]
blk.22.attn_output.bias

F32

[2048]
blk.22.attn_output.weight

Q4_0

[2048, 2048]
blk.22.attn_qkv.bias

F32

[2304]
blk.22.attn_qkv.weight

Q4_0

[2048, 2304]
blk.22.ffn_down.bias

F32

[2048]
blk.22.ffn_down.weight

Q4_0

[8192, 2048]
blk.22.ffn_norm.bias

F32

[2048]
blk.22.ffn_norm.weight

F32

[2048]
blk.22.ffn_up.bias

F32

[8192]
blk.22.ffn_up.weight

Q4_0

[2048, 8192]

blk.23

blk.23.attn_norm.bias

F32

[2048]
blk.23.attn_norm.weight

F32

[2048]
blk.23.attn_output.bias

F32

[2048]
blk.23.attn_output.weight

Q4_0

[2048, 2048]
blk.23.attn_qkv.bias

F32

[2304]
blk.23.attn_qkv.weight

Q4_0

[2048, 2304]
blk.23.ffn_down.bias

F32

[2048]
blk.23.ffn_down.weight

Q4_0

[8192, 2048]
blk.23.ffn_norm.bias

F32

[2048]
blk.23.ffn_norm.weight

F32

[2048]
blk.23.ffn_up.bias

F32

[8192]
blk.23.ffn_up.weight

Q4_0

[2048, 8192]

output.weight

Q6_K

[2048, 49152]
output_norm.bias

F32

[2048]
position_embd.weight

Q4_0

[2048, 8192]
output_norm.weight

F32

[2048]