gpt-oss:120b/model

gpt-oss:120b

1.7M Downloads Updated 2 weeks ago

OpenAI’s open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases.

tools thinking 20b 120b

gpt-oss:120b ... /

model

90a618fe6ff2 · 65GB

Metadata

general.architecture

gptoss

gptoss
general.file_type

MXFP4

MXFP4
gptoss.attention.head_count

64

64
gptoss.attention.head_count_kv

8

8
gptoss.attention.key_length

64

64
gptoss.attention.layer_norm_rms_epsilon

1e-05

1e-05
gptoss.attention.sliding_window

128

128
gptoss.attention.value_length

64

64
gptoss.block_count

36

36
gptoss.context_length

131072

131072
gptoss.embedding_length

2880

2880
gptoss.expert_count

128

128
gptoss.expert_used_count

4

4
gptoss.feed_forward_length

2880

2880
gptoss.rope.freq_base

150000

150000
gptoss.rope.scaling.factor

32

32
gptoss.rope.scaling.original_context_length

4096

4096
tokenizer.ggml.add_bos_token

false

false
tokenizer.ggml.add_eos_token

false

false
tokenizer.ggml.bos_token_id

199998

199998
tokenizer.ggml.eos_token_id

199999

199999
tokenizer.ggml.eos_token_ids

[199999, 200002, 200012]

[199999, 200002, 200012]
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.pre

default

default
tokenizer.ggml.scores

[0, 1, 2, 3, 4, ...]

[0, 1, 2, 3, 4, ...]
tokenizer.ggml.token_type

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

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

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

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

Tensor

Name

Type

Shape
token_embd.weight

BF16

BF16

[2880, 201088]

blk.0

blk.0.attn_norm.weight

F32

F32

[2880]
blk.0.attn_out.bias

F32

F32

[2880]
blk.0.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.0.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.0.attn_sinks

F32

F32

[64]
blk.0.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.0.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.0.ffn_gate_inp.bias

F32

F32

[128]
blk.0.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.0.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.0.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.0.ffn_norm.weight

F32

F32

[2880]

blk.1

blk.1.attn_norm.weight

F32

F32

[2880]
blk.1.attn_out.bias

F32

F32

[2880]
blk.1.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.1.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.1.attn_sinks

F32

F32

[64]
blk.1.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.1.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.1.ffn_gate_inp.bias

F32

F32

[128]
blk.1.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.1.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.1.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.1.ffn_norm.weight

F32

F32

[2880]

blk.2

blk.2.attn_norm.weight

F32

F32

[2880]
blk.2.attn_out.bias

F32

F32

[2880]
blk.2.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.2.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.2.attn_sinks

F32

F32

[64]
blk.2.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.2.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.2.ffn_gate_inp.bias

F32

F32

[128]
blk.2.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.2.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.2.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.2.ffn_norm.weight

F32

F32

[2880]

blk.3

blk.3.attn_norm.weight

F32

F32

[2880]
blk.3.attn_out.bias

F32

F32

[2880]
blk.3.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.3.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.3.attn_sinks

F32

F32

[64]
blk.3.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.3.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.3.ffn_gate_inp.bias

F32

F32

[128]
blk.3.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.3.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.3.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.3.ffn_norm.weight

F32

F32

[2880]

blk.4

blk.4.attn_norm.weight

F32

F32

[2880]
blk.4.attn_out.bias

F32

F32

[2880]
blk.4.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.4.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.4.attn_sinks

F32

F32

[64]
blk.4.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.4.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.4.ffn_gate_inp.bias

F32

F32

[128]
blk.4.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.4.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.4.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.4.ffn_norm.weight

F32

F32

[2880]

blk.5

blk.5.attn_norm.weight

F32

F32

[2880]
blk.5.attn_out.bias

F32

F32

[2880]
blk.5.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.5.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.5.attn_sinks

F32

F32

[64]
blk.5.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.5.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.5.ffn_gate_inp.bias

F32

F32

[128]
blk.5.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.5.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.5.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.5.ffn_norm.weight

F32

F32

[2880]

blk.6

blk.6.attn_norm.weight

F32

F32

[2880]
blk.6.attn_out.bias

F32

F32

[2880]
blk.6.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.6.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.6.attn_sinks

F32

F32

[64]
blk.6.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.6.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.6.ffn_gate_inp.bias

F32

F32

[128]
blk.6.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.6.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.6.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.6.ffn_norm.weight

F32

F32

[2880]

blk.7

blk.7.attn_norm.weight

F32

F32

[2880]
blk.7.attn_out.bias

F32

F32

[2880]
blk.7.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.7.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.7.attn_sinks

F32

F32

[64]
blk.7.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.7.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.7.ffn_gate_inp.bias

F32

F32

[128]
blk.7.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.7.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.7.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.7.ffn_norm.weight

F32

F32

[2880]

blk.8

blk.8.attn_norm.weight

F32

F32

[2880]
blk.8.attn_out.bias

F32

F32

[2880]
blk.8.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.8.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.8.attn_sinks

F32

F32

[64]
blk.8.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.8.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.8.ffn_gate_inp.bias

F32

F32

[128]
blk.8.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.8.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.8.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.8.ffn_norm.weight

F32

F32

[2880]

blk.9

blk.9.attn_norm.weight

F32

F32

[2880]
blk.9.attn_out.bias

F32

F32

[2880]
blk.9.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.9.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.9.attn_sinks

F32

F32

[64]
blk.9.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.9.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.9.ffn_gate_inp.bias

F32

F32

[128]
blk.9.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.9.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.9.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.9.ffn_norm.weight

F32

F32

[2880]

blk.10

blk.10.attn_norm.weight

F32

F32

[2880]
blk.10.attn_out.bias

F32

F32

[2880]
blk.10.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.10.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.10.attn_sinks

F32

F32

[64]
blk.10.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.10.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.10.ffn_gate_inp.bias

F32

F32

[128]
blk.10.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.10.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.10.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.10.ffn_norm.weight

F32

F32

[2880]

blk.11

blk.11.attn_norm.weight

F32

F32

[2880]
blk.11.attn_out.bias

F32

F32

[2880]
blk.11.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.11.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.11.attn_sinks

F32

F32

[64]
blk.11.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.11.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.11.ffn_gate_inp.bias

F32

F32

[128]
blk.11.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.11.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.11.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.11.ffn_norm.weight

F32

F32

[2880]

blk.12

blk.12.attn_norm.weight

F32

F32

[2880]
blk.12.attn_out.bias

F32

F32

[2880]
blk.12.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.12.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.12.attn_sinks

F32

F32

[64]
blk.12.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.12.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.12.ffn_gate_inp.bias

F32

F32

[128]
blk.12.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.12.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.12.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.12.ffn_norm.weight

F32

F32

[2880]

blk.13

blk.13.attn_norm.weight

F32

F32

[2880]
blk.13.attn_out.bias

F32

F32

[2880]
blk.13.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.13.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.13.attn_sinks

F32

F32

[64]
blk.13.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.13.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.13.ffn_gate_inp.bias

F32

F32

[128]
blk.13.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.13.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.13.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.13.ffn_norm.weight

F32

F32

[2880]

blk.14

blk.14.attn_norm.weight

F32

F32

[2880]
blk.14.attn_out.bias

F32

F32

[2880]
blk.14.attn_out.weight

BF16

BF16

[4096, 2880]
blk.14.attn_qkv.bias

F32

F32

[5120]
blk.14.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.14.attn_sinks

F32

F32

[64]
blk.14.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.14.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.14.ffn_gate_inp.bias

F32

F32

[128]
blk.14.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.14.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.14.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.14.ffn_norm.weight

F32

F32

[2880]

blk.15

blk.15.attn_norm.weight

F32

F32

[2880]
blk.15.attn_out.bias

F32

F32

[2880]
blk.15.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.15.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.15.attn_sinks

F32

F32

[64]
blk.15.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.15.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.15.ffn_gate_inp.bias

F32

F32

[128]
blk.15.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.15.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.15.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.15.ffn_norm.weight

F32

F32

[2880]

blk.16

blk.16.attn_norm.weight

F32

F32

[2880]
blk.16.attn_out.bias

F32

F32

[2880]
blk.16.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.16.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.16.attn_sinks

F32

F32

[64]
blk.16.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.16.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.16.ffn_gate_inp.bias

F32

F32

[128]
blk.16.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.16.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.16.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.16.ffn_norm.weight

F32

F32

[2880]

blk.17

blk.17.attn_norm.weight

F32

F32

[2880]
blk.17.attn_out.bias

F32

F32

[2880]
blk.17.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.17.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.17.attn_sinks

F32

F32

[64]
blk.17.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.17.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.17.ffn_gate_inp.bias

F32

F32

[128]
blk.17.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.17.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.17.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.17.ffn_norm.weight

F32

F32

[2880]

blk.18

blk.18.attn_norm.weight

F32

F32

[2880]
blk.18.attn_out.bias

F32

F32

[2880]
blk.18.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.18.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.18.attn_sinks

F32

F32

[64]
blk.18.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.18.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.18.ffn_gate_inp.bias

F32

F32

[128]
blk.18.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.18.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.18.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.18.ffn_norm.weight

F32

F32

[2880]

blk.19

blk.19.attn_norm.weight

F32

F32

[2880]
blk.19.attn_out.bias

F32

F32

[2880]
blk.19.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.19.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.19.attn_sinks

F32

F32

[64]
blk.19.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.19.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.19.ffn_gate_inp.bias

F32

F32

[128]
blk.19.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.19.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.19.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.19.ffn_norm.weight

F32

F32

[2880]

blk.20

blk.20.attn_norm.weight

F32

F32

[2880]
blk.20.attn_out.bias

F32

F32

[2880]
blk.20.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.20.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.20.attn_sinks

F32

F32

[64]
blk.20.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.20.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.20.ffn_gate_inp.bias

F32

F32

[128]
blk.20.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.20.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.20.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.20.ffn_norm.weight

F32

F32

[2880]

blk.21

blk.21.attn_norm.weight

F32

F32

[2880]
blk.21.attn_out.bias

F32

F32

[2880]
blk.21.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.21.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.21.attn_sinks

F32

F32

[64]
blk.21.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.21.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.21.ffn_gate_inp.bias

F32

F32

[128]
blk.21.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.21.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.21.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.21.ffn_norm.weight

F32

F32

[2880]

blk.22

blk.22.attn_norm.weight

F32

F32

[2880]
blk.22.attn_out.bias

F32

F32

[2880]
blk.22.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.22.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.22.attn_sinks

F32

F32

[64]
blk.22.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.22.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.22.ffn_gate_inp.bias

F32

F32

[128]
blk.22.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.22.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.22.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.22.ffn_norm.weight

F32

F32

[2880]

blk.23

blk.23.attn_norm.weight

F32

F32

[2880]
blk.23.attn_out.bias

F32

F32

[2880]
blk.23.attn_out.weight

BF16

BF16

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

F32

F32

[5120]
blk.23.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.23.attn_sinks

F32

F32

[64]
blk.23.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.23.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.23.ffn_gate_inp.bias

F32

F32

[128]
blk.23.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.23.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.23.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.23.ffn_norm.weight

F32

F32

[2880]

blk.24

blk.24.attn_norm.weight

F32

F32

[2880]
blk.24.attn_out.bias

F32

F32

[2880]
blk.24.attn_out.weight

BF16

BF16

[4096, 2880]
blk.24.attn_qkv.bias

F32

F32

[5120]
blk.24.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.24.attn_sinks

F32

F32

[64]
blk.24.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.24.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.24.ffn_gate_inp.bias

F32

F32

[128]
blk.24.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.24.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.24.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.24.ffn_norm.weight

F32

F32

[2880]

blk.25

blk.25.attn_norm.weight

F32

F32

[2880]
blk.25.attn_out.bias

F32

F32

[2880]
blk.25.attn_out.weight

BF16

BF16

[4096, 2880]
blk.25.attn_qkv.bias

F32

F32

[5120]
blk.25.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.25.attn_sinks

F32

F32

[64]
blk.25.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.25.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.25.ffn_gate_inp.bias

F32

F32

[128]
blk.25.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.25.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.25.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.25.ffn_norm.weight

F32

F32

[2880]

blk.26

blk.26.attn_norm.weight

F32

F32

[2880]
blk.26.attn_out.bias

F32

F32

[2880]
blk.26.attn_out.weight

BF16

BF16

[4096, 2880]
blk.26.attn_qkv.bias

F32

F32

[5120]
blk.26.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.26.attn_sinks

F32

F32

[64]
blk.26.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.26.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.26.ffn_gate_inp.bias

F32

F32

[128]
blk.26.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.26.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.26.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.26.ffn_norm.weight

F32

F32

[2880]

blk.27

blk.27.attn_norm.weight

F32

F32

[2880]
blk.27.attn_out.bias

F32

F32

[2880]
blk.27.attn_out.weight

BF16

BF16

[4096, 2880]
blk.27.attn_qkv.bias

F32

F32

[5120]
blk.27.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.27.attn_sinks

F32

F32

[64]
blk.27.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.27.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.27.ffn_gate_inp.bias

F32

F32

[128]
blk.27.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.27.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.27.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.27.ffn_norm.weight

F32

F32

[2880]

blk.28

blk.28.attn_norm.weight

F32

F32

[2880]
blk.28.attn_out.bias

F32

F32

[2880]
blk.28.attn_out.weight

BF16

BF16

[4096, 2880]
blk.28.attn_qkv.bias

F32

F32

[5120]
blk.28.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.28.attn_sinks

F32

F32

[64]
blk.28.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.28.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.28.ffn_gate_inp.bias

F32

F32

[128]
blk.28.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.28.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.28.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.28.ffn_norm.weight

F32

F32

[2880]

blk.29

blk.29.attn_norm.weight

F32

F32

[2880]
blk.29.attn_out.bias

F32

F32

[2880]
blk.29.attn_out.weight

BF16

BF16

[4096, 2880]
blk.29.attn_qkv.bias

F32

F32

[5120]
blk.29.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.29.attn_sinks

F32

F32

[64]
blk.29.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.29.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.29.ffn_gate_inp.bias

F32

F32

[128]
blk.29.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.29.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.29.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.29.ffn_norm.weight

F32

F32

[2880]

blk.30

blk.30.attn_norm.weight

F32

F32

[2880]
blk.30.attn_out.bias

F32

F32

[2880]
blk.30.attn_out.weight

BF16

BF16

[4096, 2880]
blk.30.attn_qkv.bias

F32

F32

[5120]
blk.30.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.30.attn_sinks

F32

F32

[64]
blk.30.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.30.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.30.ffn_gate_inp.bias

F32

F32

[128]
blk.30.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.30.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.30.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.30.ffn_norm.weight

F32

F32

[2880]

blk.31

blk.31.attn_norm.weight

F32

F32

[2880]
blk.31.attn_out.bias

F32

F32

[2880]
blk.31.attn_out.weight

BF16

BF16

[4096, 2880]
blk.31.attn_qkv.bias

F32

F32

[5120]
blk.31.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.31.attn_sinks

F32

F32

[64]
blk.31.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.31.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.31.ffn_gate_inp.bias

F32

F32

[128]
blk.31.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.31.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.31.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.31.ffn_norm.weight

F32

F32

[2880]

blk.32

blk.32.attn_norm.weight

F32

F32

[2880]
blk.32.attn_out.bias

F32

F32

[2880]
blk.32.attn_out.weight

BF16

BF16

[4096, 2880]
blk.32.attn_qkv.bias

F32

F32

[5120]
blk.32.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.32.attn_sinks

F32

F32

[64]
blk.32.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.32.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.32.ffn_gate_inp.bias

F32

F32

[128]
blk.32.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.32.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.32.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.32.ffn_norm.weight

F32

F32

[2880]

blk.33

blk.33.attn_norm.weight

F32

F32

[2880]
blk.33.attn_out.bias

F32

F32

[2880]
blk.33.attn_out.weight

BF16

BF16

[4096, 2880]
blk.33.attn_qkv.bias

F32

F32

[5120]
blk.33.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.33.attn_sinks

F32

F32

[64]
blk.33.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.33.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.33.ffn_gate_inp.bias

F32

F32

[128]
blk.33.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.33.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.33.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.33.ffn_norm.weight

F32

F32

[2880]

blk.34

blk.34.attn_norm.weight

F32

F32

[2880]
blk.34.attn_out.bias

F32

F32

[2880]
blk.34.attn_out.weight

BF16

BF16

[4096, 2880]
blk.34.attn_qkv.bias

F32

F32

[5120]
blk.34.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.34.attn_sinks

F32

F32

[64]
blk.34.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.34.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.34.ffn_gate_inp.bias

F32

F32

[128]
blk.34.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.34.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.34.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.34.ffn_norm.weight

F32

F32

[2880]

blk.35

blk.35.attn_norm.weight

F32

F32

[2880]
blk.35.attn_out.bias

F32

F32

[2880]
blk.35.attn_out.weight

BF16

BF16

[4096, 2880]
blk.35.attn_qkv.bias

F32

F32

[5120]
blk.35.attn_qkv.weight

BF16

BF16

[2880, 5120]
blk.35.attn_sinks

F32

F32

[64]
blk.35.ffn_down_exps.bias

BF16

BF16

[2880, 128]
blk.35.ffn_down_exps.weight

MXFP4

MXFP4

[2880, 2880, 128]
blk.35.ffn_gate_inp.bias

F32

F32

[128]
blk.35.ffn_gate_inp.weight

F32

F32

[2880, 128]
blk.35.ffn_gate_up_exps.bias

BF16

BF16

[5760, 128]
blk.35.ffn_gate_up_exps.weight

MXFP4

MXFP4

[2880, 5760, 128]
blk.35.ffn_norm.weight

F32

F32

[2880]

output.weight

BF16

BF16

[2880, 201088]
output_norm.weight

F32

F32

[2880]