danielsheep/gpt-oss-20b-Unsloth/model

danielsheep/

gpt-oss-20b-Unsloth:latest

159 Downloads Updated 1 week ago

Update ollama to 0.11.5+ . Unsloth Dynamic 2.0 Quants achieves superior accuracy & SOTA quantization performance. UD-Q4_K_XL & UD-Q6_K_XL provided.

tools thinking

gpt-oss-20b-Unsloth:latest ... /

model

f2ead52a7842 · 12GB

Metadata

general.architecture

gpt-oss

gpt-oss
general.file_type

Q6_K

Q6_K
gpt-oss.attention.head_count

64

64
gpt-oss.attention.head_count_kv

8

8
gpt-oss.attention.key_length

64

64
gpt-oss.attention.layer_norm_rms_epsilon

1e-05

1e-05
gpt-oss.attention.sliding_window

128

128
gpt-oss.attention.value_length

64

64
gpt-oss.block_count

24

24
gpt-oss.context_length

131072

131072
gpt-oss.embedding_length

2880

2880
gpt-oss.expert_count

32

32
gpt-oss.expert_feed_forward_length

2880

2880
gpt-oss.expert_used_count

4

4
gpt-oss.feed_forward_length

2880

2880
gpt-oss.rope.freq_base

150000

150000
gpt-oss.rope.scaling.factor

32

32
gpt-oss.rope.scaling.original_context_length

4096

4096
gpt-oss.rope.scaling.type

yarn

yarn
tokenizer.ggml.bos_token_id

199998

199998
tokenizer.ggml.eos_token_id

200002

200002
tokenizer.ggml.merges

[Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]

[Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]
tokenizer.ggml.model

gpt2

gpt2
tokenizer.ggml.padding_token_id

200017

200017
tokenizer.ggml.pre

gpt-4o

gpt-4o
tokenizer.ggml.token_type

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

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

[!, ", #, $, %, ...]

[!, ", #, $, %, ...]

Tensor

Name

Type

Shape
token_embd.weight

Q8_0

Q8_0

[2880, 201088]

blk.0

blk.0.attn_k.bias

F32

F32

[512]
blk.0.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.0.attn_norm.weight

F32

F32

[2880]
blk.0.attn_output.bias

F32

F32

[2880]
blk.0.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.0.attn_q.bias

F32

F32

[4096]
blk.0.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.0.attn_sinks.weight

F32

F32

[64]
blk.0.attn_v.bias

F32

F32

[512]
blk.0.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.0.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.0.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.0.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.0.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.0.ffn_gate_inp.bias

F32

F32

[32]
blk.0.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.0.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.0.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.0.post_attention_norm.weight

F32

F32

[2880]

blk.1

blk.1.attn_k.bias

F32

F32

[512]
blk.1.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.1.attn_norm.weight

F32

F32

[2880]
blk.1.attn_output.bias

F32

F32

[2880]
blk.1.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.1.attn_q.bias

F32

F32

[4096]
blk.1.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.1.attn_sinks.weight

F32

F32

[64]
blk.1.attn_v.bias

F32

F32

[512]
blk.1.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.1.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.1.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.1.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.1.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.1.ffn_gate_inp.bias

F32

F32

[32]
blk.1.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.1.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.1.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.1.post_attention_norm.weight

F32

F32

[2880]

blk.2

blk.2.attn_k.bias

F32

F32

[512]
blk.2.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.2.attn_norm.weight

F32

F32

[2880]
blk.2.attn_output.bias

F32

F32

[2880]
blk.2.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.2.attn_q.bias

F32

F32

[4096]
blk.2.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.2.attn_sinks.weight

F32

F32

[64]
blk.2.attn_v.bias

F32

F32

[512]
blk.2.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.2.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.2.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.2.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.2.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.2.ffn_gate_inp.bias

F32

F32

[32]
blk.2.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.2.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.2.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.2.post_attention_norm.weight

F32

F32

[2880]

blk.3

blk.3.attn_k.bias

F32

F32

[512]
blk.3.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.3.attn_norm.weight

F32

F32

[2880]
blk.3.attn_output.bias

F32

F32

[2880]
blk.3.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.3.attn_q.bias

F32

F32

[4096]
blk.3.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.3.attn_sinks.weight

F32

F32

[64]
blk.3.attn_v.bias

F32

F32

[512]
blk.3.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.3.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.3.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.3.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.3.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.3.ffn_gate_inp.bias

F32

F32

[32]
blk.3.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.3.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.3.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.3.post_attention_norm.weight

F32

F32

[2880]

blk.4

blk.4.attn_k.bias

F32

F32

[512]
blk.4.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.4.attn_norm.weight

F32

F32

[2880]
blk.4.attn_output.bias

F32

F32

[2880]
blk.4.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.4.attn_q.bias

F32

F32

[4096]
blk.4.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.4.attn_sinks.weight

F32

F32

[64]
blk.4.attn_v.bias

F32

F32

[512]
blk.4.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.4.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.4.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.4.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.4.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.4.ffn_gate_inp.bias

F32

F32

[32]
blk.4.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.4.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.4.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.4.post_attention_norm.weight

F32

F32

[2880]

blk.5

blk.5.attn_k.bias

F32

F32

[512]
blk.5.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.5.attn_norm.weight

F32

F32

[2880]
blk.5.attn_output.bias

F32

F32

[2880]
blk.5.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.5.attn_q.bias

F32

F32

[4096]
blk.5.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.5.attn_sinks.weight

F32

F32

[64]
blk.5.attn_v.bias

F32

F32

[512]
blk.5.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.5.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.5.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.5.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.5.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.5.ffn_gate_inp.bias

F32

F32

[32]
blk.5.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.5.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.5.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.5.post_attention_norm.weight

F32

F32

[2880]

blk.6

blk.6.attn_k.bias

F32

F32

[512]
blk.6.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.6.attn_norm.weight

F32

F32

[2880]
blk.6.attn_output.bias

F32

F32

[2880]
blk.6.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.6.attn_q.bias

F32

F32

[4096]
blk.6.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.6.attn_sinks.weight

F32

F32

[64]
blk.6.attn_v.bias

F32

F32

[512]
blk.6.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.6.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.6.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.6.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.6.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.6.ffn_gate_inp.bias

F32

F32

[32]
blk.6.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.6.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.6.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.6.post_attention_norm.weight

F32

F32

[2880]

blk.7

blk.7.attn_k.bias

F32

F32

[512]
blk.7.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.7.attn_norm.weight

F32

F32

[2880]
blk.7.attn_output.bias

F32

F32

[2880]
blk.7.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.7.attn_q.bias

F32

F32

[4096]
blk.7.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.7.attn_sinks.weight

F32

F32

[64]
blk.7.attn_v.bias

F32

F32

[512]
blk.7.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.7.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.7.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.7.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.7.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.7.ffn_gate_inp.bias

F32

F32

[32]
blk.7.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.7.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.7.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.7.post_attention_norm.weight

F32

F32

[2880]

blk.8

blk.8.attn_k.bias

F32

F32

[512]
blk.8.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.8.attn_norm.weight

F32

F32

[2880]
blk.8.attn_output.bias

F32

F32

[2880]
blk.8.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.8.attn_q.bias

F32

F32

[4096]
blk.8.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.8.attn_sinks.weight

F32

F32

[64]
blk.8.attn_v.bias

F32

F32

[512]
blk.8.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.8.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.8.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.8.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.8.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.8.ffn_gate_inp.bias

F32

F32

[32]
blk.8.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.8.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.8.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.8.post_attention_norm.weight

F32

F32

[2880]

blk.9

blk.9.attn_k.bias

F32

F32

[512]
blk.9.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.9.attn_norm.weight

F32

F32

[2880]
blk.9.attn_output.bias

F32

F32

[2880]
blk.9.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.9.attn_q.bias

F32

F32

[4096]
blk.9.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.9.attn_sinks.weight

F32

F32

[64]
blk.9.attn_v.bias

F32

F32

[512]
blk.9.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.9.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.9.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.9.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.9.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.9.ffn_gate_inp.bias

F32

F32

[32]
blk.9.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.9.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.9.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.9.post_attention_norm.weight

F32

F32

[2880]

blk.10

blk.10.attn_k.bias

F32

F32

[512]
blk.10.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.10.attn_norm.weight

F32

F32

[2880]
blk.10.attn_output.bias

F32

F32

[2880]
blk.10.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.10.attn_q.bias

F32

F32

[4096]
blk.10.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.10.attn_sinks.weight

F32

F32

[64]
blk.10.attn_v.bias

F32

F32

[512]
blk.10.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.10.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.10.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.10.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.10.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.10.ffn_gate_inp.bias

F32

F32

[32]
blk.10.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.10.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.10.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.10.post_attention_norm.weight

F32

F32

[2880]

blk.11

blk.11.attn_k.bias

F32

F32

[512]
blk.11.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.11.attn_norm.weight

F32

F32

[2880]
blk.11.attn_output.bias

F32

F32

[2880]
blk.11.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.11.attn_q.bias

F32

F32

[4096]
blk.11.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.11.attn_sinks.weight

F32

F32

[64]
blk.11.attn_v.bias

F32

F32

[512]
blk.11.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.11.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.11.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.11.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.11.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.11.ffn_gate_inp.bias

F32

F32

[32]
blk.11.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.11.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.11.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.11.post_attention_norm.weight

F32

F32

[2880]

blk.12

blk.12.attn_k.bias

F32

F32

[512]
blk.12.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.12.attn_norm.weight

F32

F32

[2880]
blk.12.attn_output.bias

F32

F32

[2880]
blk.12.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.12.attn_q.bias

F32

F32

[4096]
blk.12.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.12.attn_sinks.weight

F32

F32

[64]
blk.12.attn_v.bias

F32

F32

[512]
blk.12.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.12.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.12.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.12.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.12.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.12.ffn_gate_inp.bias

F32

F32

[32]
blk.12.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.12.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.12.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.12.post_attention_norm.weight

F32

F32

[2880]

blk.13

blk.13.attn_k.bias

F32

F32

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Q8_0

Q8_0

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blk.13.attn_norm.weight

F32

F32

[2880]
blk.13.attn_output.bias

F32

F32

[2880]
blk.13.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.13.attn_q.bias

F32

F32

[4096]
blk.13.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.13.attn_sinks.weight

F32

F32

[64]
blk.13.attn_v.bias

F32

F32

[512]
blk.13.attn_v.weight

Q8_0

Q8_0

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blk.13.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.13.ffn_down_exps.weight

COUNT

COUNT

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blk.13.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.13.ffn_gate_exps.weight

COUNT

COUNT

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blk.13.ffn_gate_inp.bias

F32

F32

[32]
blk.13.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.13.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.13.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.13.post_attention_norm.weight

F32

F32

[2880]

blk.14

blk.14.attn_k.bias

F32

F32

[512]
blk.14.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.14.attn_norm.weight

F32

F32

[2880]
blk.14.attn_output.bias

F32

F32

[2880]
blk.14.attn_output.weight

Q6_K

Q6_K

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blk.14.attn_q.bias

F32

F32

[4096]
blk.14.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.14.attn_sinks.weight

F32

F32

[64]
blk.14.attn_v.bias

F32

F32

[512]
blk.14.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.14.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.14.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.14.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.14.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.14.ffn_gate_inp.bias

F32

F32

[32]
blk.14.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.14.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.14.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.14.post_attention_norm.weight

F32

F32

[2880]

blk.15

blk.15.attn_k.bias

F32

F32

[512]
blk.15.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.15.attn_norm.weight

F32

F32

[2880]
blk.15.attn_output.bias

F32

F32

[2880]
blk.15.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.15.attn_q.bias

F32

F32

[4096]
blk.15.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.15.attn_sinks.weight

F32

F32

[64]
blk.15.attn_v.bias

F32

F32

[512]
blk.15.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.15.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.15.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.15.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.15.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.15.ffn_gate_inp.bias

F32

F32

[32]
blk.15.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.15.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.15.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.15.post_attention_norm.weight

F32

F32

[2880]

blk.16

blk.16.attn_k.bias

F32

F32

[512]
blk.16.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.16.attn_norm.weight

F32

F32

[2880]
blk.16.attn_output.bias

F32

F32

[2880]
blk.16.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.16.attn_q.bias

F32

F32

[4096]
blk.16.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.16.attn_sinks.weight

F32

F32

[64]
blk.16.attn_v.bias

F32

F32

[512]
blk.16.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.16.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.16.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.16.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.16.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.16.ffn_gate_inp.bias

F32

F32

[32]
blk.16.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.16.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.16.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.16.post_attention_norm.weight

F32

F32

[2880]

blk.17

blk.17.attn_k.bias

F32

F32

[512]
blk.17.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.17.attn_norm.weight

F32

F32

[2880]
blk.17.attn_output.bias

F32

F32

[2880]
blk.17.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.17.attn_q.bias

F32

F32

[4096]
blk.17.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.17.attn_sinks.weight

F32

F32

[64]
blk.17.attn_v.bias

F32

F32

[512]
blk.17.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.17.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.17.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.17.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.17.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.17.ffn_gate_inp.bias

F32

F32

[32]
blk.17.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.17.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.17.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.17.post_attention_norm.weight

F32

F32

[2880]

blk.18

blk.18.attn_k.bias

F32

F32

[512]
blk.18.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.18.attn_norm.weight

F32

F32

[2880]
blk.18.attn_output.bias

F32

F32

[2880]
blk.18.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.18.attn_q.bias

F32

F32

[4096]
blk.18.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.18.attn_sinks.weight

F32

F32

[64]
blk.18.attn_v.bias

F32

F32

[512]
blk.18.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.18.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.18.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.18.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.18.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.18.ffn_gate_inp.bias

F32

F32

[32]
blk.18.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.18.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.18.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.18.post_attention_norm.weight

F32

F32

[2880]

blk.19

blk.19.attn_k.bias

F32

F32

[512]
blk.19.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.19.attn_norm.weight

F32

F32

[2880]
blk.19.attn_output.bias

F32

F32

[2880]
blk.19.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.19.attn_q.bias

F32

F32

[4096]
blk.19.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.19.attn_sinks.weight

F32

F32

[64]
blk.19.attn_v.bias

F32

F32

[512]
blk.19.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.19.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.19.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.19.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.19.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.19.ffn_gate_inp.bias

F32

F32

[32]
blk.19.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.19.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.19.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.19.post_attention_norm.weight

F32

F32

[2880]

blk.20

blk.20.attn_k.bias

F32

F32

[512]
blk.20.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.20.attn_norm.weight

F32

F32

[2880]
blk.20.attn_output.bias

F32

F32

[2880]
blk.20.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.20.attn_q.bias

F32

F32

[4096]
blk.20.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.20.attn_sinks.weight

F32

F32

[64]
blk.20.attn_v.bias

F32

F32

[512]
blk.20.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.20.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.20.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.20.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.20.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.20.ffn_gate_inp.bias

F32

F32

[32]
blk.20.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.20.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.20.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.20.post_attention_norm.weight

F32

F32

[2880]

blk.21

blk.21.attn_k.bias

F32

F32

[512]
blk.21.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.21.attn_norm.weight

F32

F32

[2880]
blk.21.attn_output.bias

F32

F32

[2880]
blk.21.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.21.attn_q.bias

F32

F32

[4096]
blk.21.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.21.attn_sinks.weight

F32

F32

[64]
blk.21.attn_v.bias

F32

F32

[512]
blk.21.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.21.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.21.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.21.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.21.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.21.ffn_gate_inp.bias

F32

F32

[32]
blk.21.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.21.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.21.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.21.post_attention_norm.weight

F32

F32

[2880]

blk.22

blk.22.attn_k.bias

F32

F32

[512]
blk.22.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.22.attn_norm.weight

F32

F32

[2880]
blk.22.attn_output.bias

F32

F32

[2880]
blk.22.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.22.attn_q.bias

F32

F32

[4096]
blk.22.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.22.attn_sinks.weight

F32

F32

[64]
blk.22.attn_v.bias

F32

F32

[512]
blk.22.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.22.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.22.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.22.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.22.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.22.ffn_gate_inp.bias

F32

F32

[32]
blk.22.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.22.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.22.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.22.post_attention_norm.weight

F32

F32

[2880]

blk.23

blk.23.attn_k.bias

F32

F32

[512]
blk.23.attn_k.weight

Q8_0

Q8_0

[2880, 512]
blk.23.attn_norm.weight

F32

F32

[2880]
blk.23.attn_output.bias

F32

F32

[2880]
blk.23.attn_output.weight

Q6_K

Q6_K

[4096, 2880]
blk.23.attn_q.bias

F32

F32

[4096]
blk.23.attn_q.weight

Q8_0

Q8_0

[2880, 4096]
blk.23.attn_sinks.weight

F32

F32

[64]
blk.23.attn_v.bias

F32

F32

[512]
blk.23.attn_v.weight

Q8_0

Q8_0

[2880, 512]
blk.23.ffn_down_exps.bias

F32

F32

[2880, 32]
blk.23.ffn_down_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.23.ffn_gate_exps.bias

F32

F32

[2880, 32]
blk.23.ffn_gate_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.23.ffn_gate_inp.bias

F32

F32

[32]
blk.23.ffn_gate_inp.weight

F32

F32

[2880, 32]
blk.23.ffn_up_exps.bias

F32

F32

[2880, 32]
blk.23.ffn_up_exps.weight

COUNT

COUNT

[2880, 2880, 32]
blk.23.post_attention_norm.weight

F32

F32

[2880]

output.weight

Q8_0

Q8_0

[2880, 201088]
output_norm.weight

F32

F32

[2880]