opencoder

OpenCoder is an open and reproducible code LLM family which includes 1.5B and 8B models, supporting chat in English and Chinese languages.

1.5b 8b

4,354 Pulls Updated 5 days ago

9 Tags

opencoder:1.5b-instruct-q8_0 ... /

model

3ad87ab77a8c · 2.0GB

Metadata

general.architecture

llama
general.base_model.0.name

OpenCoder 1.5B Base
general.base_model.0.organization

Infly
general.base_model.0.repo_url

https://huggingface.co/infly/OpenCoder-1.5B-Base
general.base_model.count

1
general.basename

OpenCoder
general.datasets

[OpenCoder-LLM/opencoder-sft-stage1, OpenCoder-LLM/opencoder-sft-stage2]
general.file_type

7
general.finetune

Instruct
general.languages

[en, zh]
general.license

other
general.license.link

https://huggingface.co/infly/OpenCoder-1.5B-Instruct/blob/main/LICENSE
general.license.name

inf
general.name

OpenCoder 1.5B Instruct
general.quantization_version

2
general.size_label

1.5B
general.tags

[text-generation]
general.type

model
llama.attention.head_count

14
llama.attention.head_count_kv

14
llama.attention.layer_norm_rms_epsilon

1e-05
llama.block_count

24
llama.context_length

4096
llama.embedding_length

2240
llama.feed_forward_length

6144
llama.rope.dimension_count

160
llama.rope.freq_base

10000
llama.vocab_size

96640
tokenizer.ggml.add_bos_token

false
tokenizer.ggml.add_eos_token

false
tokenizer.ggml.add_space_prefix

false
tokenizer.ggml.bos_token_id

96540
tokenizer.ggml.eos_token_id

96539
tokenizer.ggml.model

llama
tokenizer.ggml.pre

default
tokenizer.ggml.scores

[-1000, -1000, -1000, -1000, 0, ...]
tokenizer.ggml.token_type

[3, 3, 3, 3, 6, ...]
tokenizer.ggml.tokens

[<unk>, <s>, </s>, <pad>, <0x00>, ...]

Tensor

Name

Type

Shape
token_embd.weight

Q8_0

[2240, 96640]

blk.0

blk.0.attn_k.weight

Q8_0

[2240, 2240]
blk.0.attn_norm.weight

F32

[2240]
blk.0.attn_output.weight

Q8_0

[2240, 2240]
blk.0.attn_q.weight

Q8_0

[2240, 2240]
blk.0.attn_v.weight

Q8_0

[2240, 2240]
blk.0.ffn_down.weight

Q8_0

[6144, 2240]
blk.0.ffn_gate.weight

Q8_0

[2240, 6144]
blk.0.ffn_norm.weight

F32

[2240]
blk.0.ffn_up.weight

Q8_0

[2240, 6144]

blk.1

blk.1.attn_k.weight

Q8_0

[2240, 2240]
blk.1.attn_norm.weight

F32

[2240]
blk.1.attn_output.weight

Q8_0

[2240, 2240]
blk.1.attn_q.weight

Q8_0

[2240, 2240]
blk.1.attn_v.weight

Q8_0

[2240, 2240]
blk.1.ffn_down.weight

Q8_0

[6144, 2240]
blk.1.ffn_gate.weight

Q8_0

[2240, 6144]
blk.1.ffn_norm.weight

F32

[2240]
blk.1.ffn_up.weight

Q8_0

[2240, 6144]

blk.2

blk.2.attn_k.weight

Q8_0

[2240, 2240]
blk.2.attn_norm.weight

F32

[2240]
blk.2.attn_output.weight

Q8_0

[2240, 2240]
blk.2.attn_q.weight

Q8_0

[2240, 2240]
blk.2.attn_v.weight

Q8_0

[2240, 2240]
blk.2.ffn_down.weight

Q8_0

[6144, 2240]
blk.2.ffn_gate.weight

Q8_0

[2240, 6144]
blk.2.ffn_norm.weight

F32

[2240]
blk.2.ffn_up.weight

Q8_0

[2240, 6144]

blk.3

blk.3.attn_k.weight

Q8_0

[2240, 2240]
blk.3.attn_norm.weight

F32

[2240]
blk.3.attn_output.weight

Q8_0

[2240, 2240]
blk.3.attn_q.weight

Q8_0

[2240, 2240]
blk.3.attn_v.weight

Q8_0

[2240, 2240]
blk.3.ffn_down.weight

Q8_0

[6144, 2240]
blk.3.ffn_gate.weight

Q8_0

[2240, 6144]
blk.3.ffn_norm.weight

F32

[2240]
blk.3.ffn_up.weight

Q8_0

[2240, 6144]

blk.4

blk.4.attn_k.weight

Q8_0

[2240, 2240]
blk.4.attn_norm.weight

F32

[2240]
blk.4.attn_output.weight

Q8_0

[2240, 2240]
blk.4.attn_q.weight

Q8_0

[2240, 2240]
blk.4.attn_v.weight

Q8_0

[2240, 2240]
blk.4.ffn_down.weight

Q8_0

[6144, 2240]
blk.4.ffn_gate.weight

Q8_0

[2240, 6144]
blk.4.ffn_norm.weight

F32

[2240]
blk.4.ffn_up.weight

Q8_0

[2240, 6144]

blk.5

blk.5.attn_k.weight

Q8_0

[2240, 2240]
blk.5.attn_norm.weight

F32

[2240]
blk.5.attn_output.weight

Q8_0

[2240, 2240]
blk.5.attn_q.weight

Q8_0

[2240, 2240]
blk.5.attn_v.weight

Q8_0

[2240, 2240]
blk.5.ffn_down.weight

Q8_0

[6144, 2240]
blk.5.ffn_gate.weight

Q8_0

[2240, 6144]
blk.5.ffn_norm.weight

F32

[2240]
blk.5.ffn_up.weight

Q8_0

[2240, 6144]

blk.6

blk.6.attn_k.weight

Q8_0

[2240, 2240]
blk.6.attn_norm.weight

F32

[2240]
blk.6.attn_output.weight

Q8_0

[2240, 2240]
blk.6.attn_q.weight

Q8_0

[2240, 2240]
blk.6.attn_v.weight

Q8_0

[2240, 2240]
blk.6.ffn_down.weight

Q8_0

[6144, 2240]
blk.6.ffn_gate.weight

Q8_0

[2240, 6144]
blk.6.ffn_norm.weight

F32

[2240]
blk.6.ffn_up.weight

Q8_0

[2240, 6144]

blk.7

blk.7.attn_k.weight

Q8_0

[2240, 2240]
blk.7.attn_norm.weight

F32

[2240]
blk.7.attn_output.weight

Q8_0

[2240, 2240]
blk.7.attn_q.weight

Q8_0

[2240, 2240]
blk.7.attn_v.weight

Q8_0

[2240, 2240]
blk.7.ffn_down.weight

Q8_0

[6144, 2240]
blk.7.ffn_gate.weight

Q8_0

[2240, 6144]
blk.7.ffn_norm.weight

F32

[2240]
blk.7.ffn_up.weight

Q8_0

[2240, 6144]

blk.8

blk.8.attn_k.weight

Q8_0

[2240, 2240]
blk.8.attn_norm.weight

F32

[2240]
blk.8.attn_output.weight

Q8_0

[2240, 2240]
blk.8.attn_q.weight

Q8_0

[2240, 2240]
blk.8.attn_v.weight

Q8_0

[2240, 2240]
blk.8.ffn_down.weight

Q8_0

[6144, 2240]
blk.8.ffn_gate.weight

Q8_0

[2240, 6144]
blk.8.ffn_norm.weight

F32

[2240]
blk.8.ffn_up.weight

Q8_0

[2240, 6144]

blk.9

blk.9.attn_k.weight

Q8_0

[2240, 2240]
blk.9.attn_norm.weight

F32

[2240]
blk.9.attn_output.weight

Q8_0

[2240, 2240]
blk.9.attn_q.weight

Q8_0

[2240, 2240]
blk.9.attn_v.weight

Q8_0

[2240, 2240]
blk.9.ffn_down.weight

Q8_0

[6144, 2240]
blk.9.ffn_gate.weight

Q8_0

[2240, 6144]
blk.9.ffn_norm.weight

F32

[2240]
blk.9.ffn_up.weight

Q8_0

[2240, 6144]

blk.10

blk.10.attn_k.weight

Q8_0

[2240, 2240]
blk.10.attn_norm.weight

F32

[2240]
blk.10.attn_output.weight

Q8_0

[2240, 2240]
blk.10.attn_q.weight

Q8_0

[2240, 2240]
blk.10.attn_v.weight

Q8_0

[2240, 2240]
blk.10.ffn_down.weight

Q8_0

[6144, 2240]
blk.10.ffn_gate.weight

Q8_0

[2240, 6144]
blk.10.ffn_norm.weight

F32

[2240]
blk.10.ffn_up.weight

Q8_0

[2240, 6144]

blk.11

blk.11.attn_k.weight

Q8_0

[2240, 2240]
blk.11.attn_norm.weight

F32

[2240]
blk.11.attn_output.weight

Q8_0

[2240, 2240]
blk.11.attn_q.weight

Q8_0

[2240, 2240]
blk.11.attn_v.weight

Q8_0

[2240, 2240]
blk.11.ffn_down.weight

Q8_0

[6144, 2240]
blk.11.ffn_gate.weight

Q8_0

[2240, 6144]
blk.11.ffn_norm.weight

F32

[2240]
blk.11.ffn_up.weight

Q8_0

[2240, 6144]

blk.12

blk.12.attn_k.weight

Q8_0

[2240, 2240]
blk.12.attn_norm.weight

F32

[2240]
blk.12.attn_output.weight

Q8_0

[2240, 2240]
blk.12.attn_q.weight

Q8_0

[2240, 2240]
blk.12.attn_v.weight

Q8_0

[2240, 2240]
blk.12.ffn_down.weight

Q8_0

[6144, 2240]
blk.12.ffn_gate.weight

Q8_0

[2240, 6144]
blk.12.ffn_norm.weight

F32

[2240]
blk.12.ffn_up.weight

Q8_0

[2240, 6144]

blk.13

blk.13.attn_k.weight

Q8_0

[2240, 2240]
blk.13.attn_norm.weight

F32

[2240]
blk.13.attn_output.weight

Q8_0

[2240, 2240]
blk.13.attn_q.weight

Q8_0

[2240, 2240]
blk.13.attn_v.weight

Q8_0

[2240, 2240]
blk.13.ffn_down.weight

Q8_0

[6144, 2240]
blk.13.ffn_gate.weight

Q8_0

[2240, 6144]
blk.13.ffn_norm.weight

F32

[2240]
blk.13.ffn_up.weight

Q8_0

[2240, 6144]

blk.14

blk.14.attn_k.weight

Q8_0

[2240, 2240]
blk.14.attn_norm.weight

F32

[2240]
blk.14.attn_output.weight

Q8_0

[2240, 2240]
blk.14.attn_q.weight

Q8_0

[2240, 2240]
blk.14.attn_v.weight

Q8_0

[2240, 2240]
blk.14.ffn_down.weight

Q8_0

[6144, 2240]
blk.14.ffn_gate.weight

Q8_0

[2240, 6144]
blk.14.ffn_norm.weight

F32

[2240]
blk.14.ffn_up.weight

Q8_0

[2240, 6144]

blk.15

blk.15.attn_k.weight

Q8_0

[2240, 2240]
blk.15.attn_norm.weight

F32

[2240]
blk.15.attn_output.weight

Q8_0

[2240, 2240]
blk.15.attn_q.weight

Q8_0

[2240, 2240]
blk.15.attn_v.weight

Q8_0

[2240, 2240]
blk.15.ffn_down.weight

Q8_0

[6144, 2240]
blk.15.ffn_gate.weight

Q8_0

[2240, 6144]
blk.15.ffn_norm.weight

F32

[2240]
blk.15.ffn_up.weight

Q8_0

[2240, 6144]

blk.16

blk.16.attn_k.weight

Q8_0

[2240, 2240]
blk.16.attn_norm.weight

F32

[2240]
blk.16.attn_output.weight

Q8_0

[2240, 2240]
blk.16.attn_q.weight

Q8_0

[2240, 2240]
blk.16.attn_v.weight

Q8_0

[2240, 2240]
blk.16.ffn_down.weight

Q8_0

[6144, 2240]
blk.16.ffn_gate.weight

Q8_0

[2240, 6144]
blk.16.ffn_norm.weight

F32

[2240]
blk.16.ffn_up.weight

Q8_0

[2240, 6144]

blk.17

blk.17.attn_k.weight

Q8_0

[2240, 2240]
blk.17.attn_norm.weight

F32

[2240]
blk.17.attn_output.weight

Q8_0

[2240, 2240]
blk.17.attn_q.weight

Q8_0

[2240, 2240]
blk.17.attn_v.weight

Q8_0

[2240, 2240]
blk.17.ffn_down.weight

Q8_0

[6144, 2240]
blk.17.ffn_gate.weight

Q8_0

[2240, 6144]
blk.17.ffn_norm.weight

F32

[2240]
blk.17.ffn_up.weight

Q8_0

[2240, 6144]

blk.18

blk.18.attn_k.weight

Q8_0

[2240, 2240]
blk.18.attn_norm.weight

F32

[2240]
blk.18.attn_output.weight

Q8_0

[2240, 2240]
blk.18.attn_q.weight

Q8_0

[2240, 2240]
blk.18.attn_v.weight

Q8_0

[2240, 2240]
blk.18.ffn_down.weight

Q8_0

[6144, 2240]
blk.18.ffn_gate.weight

Q8_0

[2240, 6144]
blk.18.ffn_norm.weight

F32

[2240]
blk.18.ffn_up.weight

Q8_0

[2240, 6144]

blk.19

blk.19.attn_k.weight

Q8_0

[2240, 2240]
blk.19.attn_norm.weight

F32

[2240]
blk.19.attn_output.weight

Q8_0

[2240, 2240]
blk.19.attn_q.weight

Q8_0

[2240, 2240]
blk.19.attn_v.weight

Q8_0

[2240, 2240]
blk.19.ffn_down.weight

Q8_0

[6144, 2240]
blk.19.ffn_gate.weight

Q8_0

[2240, 6144]
blk.19.ffn_norm.weight

F32

[2240]
blk.19.ffn_up.weight

Q8_0

[2240, 6144]

blk.20

blk.20.attn_k.weight

Q8_0

[2240, 2240]
blk.20.attn_norm.weight

F32

[2240]
blk.20.attn_output.weight

Q8_0

[2240, 2240]
blk.20.attn_q.weight

Q8_0

[2240, 2240]
blk.20.attn_v.weight

Q8_0

[2240, 2240]
blk.20.ffn_down.weight

Q8_0

[6144, 2240]
blk.20.ffn_gate.weight

Q8_0

[2240, 6144]
blk.20.ffn_norm.weight

F32

[2240]
blk.20.ffn_up.weight

Q8_0

[2240, 6144]

blk.21

blk.21.attn_k.weight

Q8_0

[2240, 2240]
blk.21.attn_norm.weight

F32

[2240]
blk.21.attn_output.weight

Q8_0

[2240, 2240]
blk.21.attn_q.weight

Q8_0

[2240, 2240]
blk.21.attn_v.weight

Q8_0

[2240, 2240]
blk.21.ffn_down.weight

Q8_0

[6144, 2240]
blk.21.ffn_gate.weight

Q8_0

[2240, 6144]
blk.21.ffn_norm.weight

F32

[2240]
blk.21.ffn_up.weight

Q8_0

[2240, 6144]

blk.22

blk.22.attn_k.weight

Q8_0

[2240, 2240]
blk.22.attn_norm.weight

F32

[2240]
blk.22.attn_output.weight

Q8_0

[2240, 2240]
blk.22.attn_q.weight

Q8_0

[2240, 2240]
blk.22.attn_v.weight

Q8_0

[2240, 2240]
blk.22.ffn_down.weight

Q8_0

[6144, 2240]
blk.22.ffn_gate.weight

Q8_0

[2240, 6144]
blk.22.ffn_norm.weight

F32

[2240]
blk.22.ffn_up.weight

Q8_0

[2240, 6144]

blk.23

blk.23.attn_k.weight

Q8_0

[2240, 2240]
blk.23.attn_norm.weight

F32

[2240]
blk.23.attn_output.weight

Q8_0

[2240, 2240]
blk.23.attn_q.weight

Q8_0

[2240, 2240]
blk.23.attn_v.weight

Q8_0

[2240, 2240]
blk.23.ffn_down.weight

Q8_0

[6144, 2240]
blk.23.ffn_gate.weight

Q8_0

[2240, 6144]
blk.23.ffn_norm.weight

F32

[2240]
blk.23.ffn_up.weight

Q8_0

[2240, 6144]

output.weight

Q8_0

[2240, 96640]
output_norm.weight

F32

[2240]