mixtral

A set of Mixture of Experts (MoE) model with open weights by Mistral AI in 8x7b and 8x22b parameter sizes.

tools 8x7b 8x22b

489K Pulls Updated 4 months ago

69 Tags

mixtral:8x7b-instruct-v0.1-fp16 ... /

model

dd2e9dd17a60 · 93GB

Metadata

general.architecture

llama
general.file_type

1
general.name

mistralai
llama.attention.head_count

32
llama.attention.head_count_kv

8
llama.attention.layer_norm_rms_epsilon

1e-05
llama.block_count

32
llama.context_length

32768
llama.embedding_length

4096
llama.expert_count

8
llama.expert_used_count

2
llama.feed_forward_length

14336
llama.rope.dimension_count

128
llama.rope.freq_base

1e+06
tokenizer.ggml.add_bos_token

true
tokenizer.ggml.add_eos_token

false
tokenizer.ggml.bos_token_id

1
tokenizer.ggml.eos_token_id

2
tokenizer.ggml.merges

[▁ t, i n, e r, ▁ a, h e, ...]
tokenizer.ggml.model

llama
tokenizer.ggml.scores

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

[2, 3, 3, 6, 6, ...]
tokenizer.ggml.tokens

[<unk>, <s>, </s>, <0x00>, <0x01>, ...]
tokenizer.ggml.unknown_token_id

0

Tensor

Name

Type

Shape
token_embd.weight

F16

[4096, 32000]

blk.0

blk.0.attn_k.weight

F16

[4096, 1024]
blk.0.attn_norm.weight

F32

[4096]
blk.0.attn_output.weight

F16

[4096, 4096]
blk.0.attn_q.weight

F16

[4096, 4096]
blk.0.attn_v.weight

F16

[4096, 1024]
blk.0.ffn_down.0.weight

F16

[14336, 4096]
blk.0.ffn_down.1.weight

F16

[14336, 4096]
blk.0.ffn_down.2.weight

F16

[14336, 4096]
blk.0.ffn_down.3.weight

F16

[14336, 4096]
blk.0.ffn_down.4.weight

F16

[14336, 4096]
blk.0.ffn_down.5.weight

F16

[14336, 4096]
blk.0.ffn_down.6.weight

F16

[14336, 4096]
blk.0.ffn_down.7.weight

F16

[14336, 4096]
blk.0.ffn_gate.0.weight

F16

[4096, 14336]
blk.0.ffn_gate.1.weight

F16

[4096, 14336]
blk.0.ffn_gate.2.weight

F16

[4096, 14336]
blk.0.ffn_gate.3.weight

F16

[4096, 14336]
blk.0.ffn_gate.4.weight

F16

[4096, 14336]
blk.0.ffn_gate.5.weight

F16

[4096, 14336]
blk.0.ffn_gate.6.weight

F16

[4096, 14336]
blk.0.ffn_gate.7.weight

F16

[4096, 14336]
blk.0.ffn_gate_inp.weight

F16

[4096, 8]
blk.0.ffn_norm.weight

F32

[4096]
blk.0.ffn_up.0.weight

F16

[4096, 14336]
blk.0.ffn_up.1.weight

F16

[4096, 14336]
blk.0.ffn_up.2.weight

F16

[4096, 14336]
blk.0.ffn_up.3.weight

F16

[4096, 14336]
blk.0.ffn_up.4.weight

F16

[4096, 14336]
blk.0.ffn_up.5.weight

F16

[4096, 14336]
blk.0.ffn_up.6.weight

F16

[4096, 14336]
blk.0.ffn_up.7.weight

F16

[4096, 14336]

blk.1

blk.1.attn_k.weight

F16

[4096, 1024]
blk.1.attn_norm.weight

F32

[4096]
blk.1.attn_output.weight

F16

[4096, 4096]
blk.1.attn_q.weight

F16

[4096, 4096]
blk.1.attn_v.weight

F16

[4096, 1024]
blk.1.ffn_down.0.weight

F16

[14336, 4096]
blk.1.ffn_down.1.weight

F16

[14336, 4096]
blk.1.ffn_down.2.weight

F16

[14336, 4096]
blk.1.ffn_down.3.weight

F16

[14336, 4096]
blk.1.ffn_down.4.weight

F16

[14336, 4096]
blk.1.ffn_down.5.weight

F16

[14336, 4096]
blk.1.ffn_down.6.weight

F16

[14336, 4096]
blk.1.ffn_down.7.weight

F16

[14336, 4096]
blk.1.ffn_gate.0.weight

F16

[4096, 14336]
blk.1.ffn_gate.1.weight

F16

[4096, 14336]
blk.1.ffn_gate.2.weight

F16

[4096, 14336]
blk.1.ffn_gate.3.weight

F16

[4096, 14336]
blk.1.ffn_gate.4.weight

F16

[4096, 14336]
blk.1.ffn_gate.5.weight

F16

[4096, 14336]
blk.1.ffn_gate.6.weight

F16

[4096, 14336]
blk.1.ffn_gate.7.weight

F16

[4096, 14336]
blk.1.ffn_gate_inp.weight

F16

[4096, 8]
blk.1.ffn_norm.weight

F32

[4096]
blk.1.ffn_up.0.weight

F16

[4096, 14336]
blk.1.ffn_up.1.weight

F16

[4096, 14336]
blk.1.ffn_up.2.weight

F16

[4096, 14336]
blk.1.ffn_up.3.weight

F16

[4096, 14336]
blk.1.ffn_up.4.weight

F16

[4096, 14336]
blk.1.ffn_up.5.weight

F16

[4096, 14336]
blk.1.ffn_up.6.weight

F16

[4096, 14336]
blk.1.ffn_up.7.weight

F16

[4096, 14336]

blk.2

blk.2.attn_k.weight

F16

[4096, 1024]
blk.2.attn_norm.weight

F32

[4096]
blk.2.attn_output.weight

F16

[4096, 4096]
blk.2.attn_q.weight

F16

[4096, 4096]
blk.2.attn_v.weight

F16

[4096, 1024]
blk.2.ffn_down.0.weight

F16

[14336, 4096]
blk.2.ffn_down.1.weight

F16

[14336, 4096]
blk.2.ffn_down.2.weight

F16

[14336, 4096]
blk.2.ffn_down.3.weight

F16

[14336, 4096]
blk.2.ffn_down.4.weight

F16

[14336, 4096]
blk.2.ffn_down.5.weight

F16

[14336, 4096]
blk.2.ffn_down.6.weight

F16

[14336, 4096]
blk.2.ffn_down.7.weight

F16

[14336, 4096]
blk.2.ffn_gate.0.weight

F16

[4096, 14336]
blk.2.ffn_gate.1.weight

F16

[4096, 14336]
blk.2.ffn_gate.2.weight

F16

[4096, 14336]
blk.2.ffn_gate.3.weight

F16

[4096, 14336]
blk.2.ffn_gate.4.weight

F16

[4096, 14336]
blk.2.ffn_gate.5.weight

F16

[4096, 14336]
blk.2.ffn_gate.6.weight

F16

[4096, 14336]
blk.2.ffn_gate.7.weight

F16

[4096, 14336]
blk.2.ffn_gate_inp.weight

F16

[4096, 8]
blk.2.ffn_norm.weight

F32

[4096]
blk.2.ffn_up.0.weight

F16

[4096, 14336]
blk.2.ffn_up.1.weight

F16

[4096, 14336]
blk.2.ffn_up.2.weight

F16

[4096, 14336]
blk.2.ffn_up.3.weight

F16

[4096, 14336]
blk.2.ffn_up.4.weight

F16

[4096, 14336]
blk.2.ffn_up.5.weight

F16

[4096, 14336]
blk.2.ffn_up.6.weight

F16

[4096, 14336]
blk.2.ffn_up.7.weight

F16

[4096, 14336]

blk.3

blk.3.attn_k.weight

F16

[4096, 1024]
blk.3.attn_norm.weight

F32

[4096]
blk.3.attn_output.weight

F16

[4096, 4096]
blk.3.attn_q.weight

F16

[4096, 4096]
blk.3.attn_v.weight

F16

[4096, 1024]
blk.3.ffn_down.0.weight

F16

[14336, 4096]
blk.3.ffn_down.1.weight

F16

[14336, 4096]
blk.3.ffn_down.2.weight

F16

[14336, 4096]
blk.3.ffn_down.3.weight

F16

[14336, 4096]
blk.3.ffn_down.4.weight

F16

[14336, 4096]
blk.3.ffn_down.5.weight

F16

[14336, 4096]
blk.3.ffn_down.6.weight

F16

[14336, 4096]
blk.3.ffn_down.7.weight

F16

[14336, 4096]
blk.3.ffn_gate.0.weight

F16

[4096, 14336]
blk.3.ffn_gate.1.weight

F16

[4096, 14336]
blk.3.ffn_gate.2.weight

F16

[4096, 14336]
blk.3.ffn_gate.3.weight

F16

[4096, 14336]
blk.3.ffn_gate.4.weight

F16

[4096, 14336]
blk.3.ffn_gate.5.weight

F16

[4096, 14336]
blk.3.ffn_gate.6.weight

F16

[4096, 14336]
blk.3.ffn_gate.7.weight

F16

[4096, 14336]
blk.3.ffn_gate_inp.weight

F16

[4096, 8]
blk.3.ffn_norm.weight

F32

[4096]
blk.3.ffn_up.0.weight

F16

[4096, 14336]
blk.3.ffn_up.1.weight

F16

[4096, 14336]
blk.3.ffn_up.2.weight

F16

[4096, 14336]
blk.3.ffn_up.3.weight

F16

[4096, 14336]
blk.3.ffn_up.4.weight

F16

[4096, 14336]
blk.3.ffn_up.5.weight

F16

[4096, 14336]
blk.3.ffn_up.6.weight

F16

[4096, 14336]
blk.3.ffn_up.7.weight

F16

[4096, 14336]

blk.4

blk.4.attn_k.weight

F16

[4096, 1024]
blk.4.attn_norm.weight

F32

[4096]
blk.4.attn_output.weight

F16

[4096, 4096]
blk.4.attn_q.weight

F16

[4096, 4096]
blk.4.attn_v.weight

F16

[4096, 1024]
blk.4.ffn_down.0.weight

F16

[14336, 4096]
blk.4.ffn_down.1.weight

F16

[14336, 4096]
blk.4.ffn_down.2.weight

F16

[14336, 4096]
blk.4.ffn_down.3.weight

F16

[14336, 4096]
blk.4.ffn_down.4.weight

F16

[14336, 4096]
blk.4.ffn_down.5.weight

F16

[14336, 4096]
blk.4.ffn_down.6.weight

F16

[14336, 4096]
blk.4.ffn_down.7.weight

F16

[14336, 4096]
blk.4.ffn_gate.0.weight

F16

[4096, 14336]
blk.4.ffn_gate.1.weight

F16

[4096, 14336]
blk.4.ffn_gate.2.weight

F16

[4096, 14336]
blk.4.ffn_gate.3.weight

F16

[4096, 14336]
blk.4.ffn_gate.4.weight

F16

[4096, 14336]
blk.4.ffn_gate.5.weight

F16

[4096, 14336]
blk.4.ffn_gate.6.weight

F16

[4096, 14336]
blk.4.ffn_gate.7.weight

F16

[4096, 14336]
blk.4.ffn_gate_inp.weight

F16

[4096, 8]
blk.4.ffn_norm.weight

F32

[4096]
blk.4.ffn_up.0.weight

F16

[4096, 14336]
blk.4.ffn_up.1.weight

F16

[4096, 14336]
blk.4.ffn_up.2.weight

F16

[4096, 14336]
blk.4.ffn_up.3.weight

F16

[4096, 14336]
blk.4.ffn_up.4.weight

F16

[4096, 14336]
blk.4.ffn_up.5.weight

F16

[4096, 14336]
blk.4.ffn_up.6.weight

F16

[4096, 14336]
blk.4.ffn_up.7.weight

F16

[4096, 14336]

blk.5

blk.5.attn_k.weight

F16

[4096, 1024]
blk.5.attn_norm.weight

F32

[4096]
blk.5.attn_output.weight

F16

[4096, 4096]
blk.5.attn_q.weight

F16

[4096, 4096]
blk.5.attn_v.weight

F16

[4096, 1024]
blk.5.ffn_down.0.weight

F16

[14336, 4096]
blk.5.ffn_down.1.weight

F16

[14336, 4096]
blk.5.ffn_down.2.weight

F16

[14336, 4096]
blk.5.ffn_down.3.weight

F16

[14336, 4096]
blk.5.ffn_down.4.weight

F16

[14336, 4096]
blk.5.ffn_down.5.weight

F16

[14336, 4096]
blk.5.ffn_down.6.weight

F16

[14336, 4096]
blk.5.ffn_down.7.weight

F16

[14336, 4096]
blk.5.ffn_gate.0.weight

F16

[4096, 14336]
blk.5.ffn_gate.1.weight

F16

[4096, 14336]
blk.5.ffn_gate.2.weight

F16

[4096, 14336]
blk.5.ffn_gate.3.weight

F16

[4096, 14336]
blk.5.ffn_gate.4.weight

F16

[4096, 14336]
blk.5.ffn_gate.5.weight

F16

[4096, 14336]
blk.5.ffn_gate.6.weight

F16

[4096, 14336]
blk.5.ffn_gate.7.weight

F16

[4096, 14336]
blk.5.ffn_gate_inp.weight

F16

[4096, 8]
blk.5.ffn_norm.weight

F32

[4096]
blk.5.ffn_up.0.weight

F16

[4096, 14336]
blk.5.ffn_up.1.weight

F16

[4096, 14336]
blk.5.ffn_up.2.weight

F16

[4096, 14336]
blk.5.ffn_up.3.weight

F16

[4096, 14336]
blk.5.ffn_up.4.weight

F16

[4096, 14336]
blk.5.ffn_up.5.weight

F16

[4096, 14336]
blk.5.ffn_up.6.weight

F16

[4096, 14336]
blk.5.ffn_up.7.weight

F16

[4096, 14336]

blk.6

blk.6.attn_k.weight

F16

[4096, 1024]
blk.6.attn_norm.weight

F32

[4096]
blk.6.attn_output.weight

F16

[4096, 4096]
blk.6.attn_q.weight

F16

[4096, 4096]
blk.6.attn_v.weight

F16

[4096, 1024]
blk.6.ffn_down.0.weight

F16

[14336, 4096]
blk.6.ffn_down.1.weight

F16

[14336, 4096]
blk.6.ffn_down.2.weight

F16

[14336, 4096]
blk.6.ffn_down.3.weight

F16

[14336, 4096]
blk.6.ffn_down.4.weight

F16

[14336, 4096]
blk.6.ffn_down.5.weight

F16

[14336, 4096]
blk.6.ffn_down.6.weight

F16

[14336, 4096]
blk.6.ffn_down.7.weight

F16

[14336, 4096]
blk.6.ffn_gate.0.weight

F16

[4096, 14336]
blk.6.ffn_gate.1.weight

F16

[4096, 14336]
blk.6.ffn_gate.2.weight

F16

[4096, 14336]
blk.6.ffn_gate.3.weight

F16

[4096, 14336]
blk.6.ffn_gate.4.weight

F16

[4096, 14336]
blk.6.ffn_gate.5.weight

F16

[4096, 14336]
blk.6.ffn_gate.6.weight

F16

[4096, 14336]
blk.6.ffn_gate.7.weight

F16

[4096, 14336]
blk.6.ffn_gate_inp.weight

F16

[4096, 8]
blk.6.ffn_norm.weight

F32

[4096]
blk.6.ffn_up.0.weight

F16

[4096, 14336]
blk.6.ffn_up.1.weight

F16

[4096, 14336]
blk.6.ffn_up.2.weight

F16

[4096, 14336]
blk.6.ffn_up.3.weight

F16

[4096, 14336]
blk.6.ffn_up.4.weight

F16

[4096, 14336]
blk.6.ffn_up.5.weight

F16

[4096, 14336]
blk.6.ffn_up.6.weight

F16

[4096, 14336]
blk.6.ffn_up.7.weight

F16

[4096, 14336]

blk.7

blk.7.attn_k.weight

F16

[4096, 1024]
blk.7.attn_norm.weight

F32

[4096]
blk.7.attn_output.weight

F16

[4096, 4096]
blk.7.attn_q.weight

F16

[4096, 4096]
blk.7.attn_v.weight

F16

[4096, 1024]
blk.7.ffn_down.0.weight

F16

[14336, 4096]
blk.7.ffn_down.1.weight

F16

[14336, 4096]
blk.7.ffn_down.2.weight

F16

[14336, 4096]
blk.7.ffn_down.3.weight

F16

[14336, 4096]
blk.7.ffn_down.4.weight

F16

[14336, 4096]
blk.7.ffn_down.5.weight

F16

[14336, 4096]
blk.7.ffn_down.6.weight

F16

[14336, 4096]
blk.7.ffn_down.7.weight

F16

[14336, 4096]
blk.7.ffn_gate.0.weight

F16

[4096, 14336]
blk.7.ffn_gate.1.weight

F16

[4096, 14336]
blk.7.ffn_gate.2.weight

F16

[4096, 14336]
blk.7.ffn_gate.3.weight

F16

[4096, 14336]
blk.7.ffn_gate.4.weight

F16

[4096, 14336]
blk.7.ffn_gate.5.weight

F16

[4096, 14336]
blk.7.ffn_gate.6.weight

F16

[4096, 14336]
blk.7.ffn_gate.7.weight

F16

[4096, 14336]
blk.7.ffn_gate_inp.weight

F16

[4096, 8]
blk.7.ffn_norm.weight

F32

[4096]
blk.7.ffn_up.0.weight

F16

[4096, 14336]
blk.7.ffn_up.1.weight

F16

[4096, 14336]
blk.7.ffn_up.2.weight

F16

[4096, 14336]
blk.7.ffn_up.3.weight

F16

[4096, 14336]
blk.7.ffn_up.4.weight

F16

[4096, 14336]
blk.7.ffn_up.5.weight

F16

[4096, 14336]
blk.7.ffn_up.6.weight

F16

[4096, 14336]
blk.7.ffn_up.7.weight

F16

[4096, 14336]

blk.8

blk.8.attn_k.weight

F16

[4096, 1024]
blk.8.attn_norm.weight

F32

[4096]
blk.8.attn_output.weight

F16

[4096, 4096]
blk.8.attn_q.weight

F16

[4096, 4096]
blk.8.attn_v.weight

F16

[4096, 1024]
blk.8.ffn_down.0.weight

F16

[14336, 4096]
blk.8.ffn_down.1.weight

F16

[14336, 4096]
blk.8.ffn_down.2.weight

F16

[14336, 4096]
blk.8.ffn_down.3.weight

F16

[14336, 4096]
blk.8.ffn_down.4.weight

F16

[14336, 4096]
blk.8.ffn_down.5.weight

F16

[14336, 4096]
blk.8.ffn_down.6.weight

F16

[14336, 4096]
blk.8.ffn_down.7.weight

F16

[14336, 4096]
blk.8.ffn_gate.0.weight

F16

[4096, 14336]
blk.8.ffn_gate.1.weight

F16

[4096, 14336]
blk.8.ffn_gate.2.weight

F16

[4096, 14336]
blk.8.ffn_gate.3.weight

F16

[4096, 14336]
blk.8.ffn_gate.4.weight

F16

[4096, 14336]
blk.8.ffn_gate.5.weight

F16

[4096, 14336]
blk.8.ffn_gate.6.weight

F16

[4096, 14336]
blk.8.ffn_gate.7.weight

F16

[4096, 14336]
blk.8.ffn_gate_inp.weight

F16

[4096, 8]
blk.8.ffn_norm.weight

F32

[4096]
blk.8.ffn_up.0.weight

F16

[4096, 14336]
blk.8.ffn_up.1.weight

F16

[4096, 14336]
blk.8.ffn_up.2.weight

F16

[4096, 14336]
blk.8.ffn_up.3.weight

F16

[4096, 14336]
blk.8.ffn_up.4.weight

F16

[4096, 14336]
blk.8.ffn_up.5.weight

F16

[4096, 14336]
blk.8.ffn_up.6.weight

F16

[4096, 14336]
blk.8.ffn_up.7.weight

F16

[4096, 14336]

blk.9

blk.9.attn_k.weight

F16

[4096, 1024]
blk.9.attn_norm.weight

F32

[4096]
blk.9.attn_output.weight

F16

[4096, 4096]
blk.9.attn_q.weight

F16

[4096, 4096]
blk.9.attn_v.weight

F16

[4096, 1024]
blk.9.ffn_down.0.weight

F16

[14336, 4096]
blk.9.ffn_down.1.weight

F16

[14336, 4096]
blk.9.ffn_down.2.weight

F16

[14336, 4096]
blk.9.ffn_down.3.weight

F16

[14336, 4096]
blk.9.ffn_down.4.weight

F16

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[14336, 4096]
blk.29.ffn_down.1.weight

F16

[14336, 4096]
blk.29.ffn_down.2.weight

F16

[14336, 4096]
blk.29.ffn_down.3.weight

F16

[14336, 4096]
blk.29.ffn_down.4.weight

F16

[14336, 4096]
blk.29.ffn_down.5.weight

F16

[14336, 4096]
blk.29.ffn_down.6.weight

F16

[14336, 4096]
blk.29.ffn_down.7.weight

F16

[14336, 4096]
blk.29.ffn_gate.0.weight

F16

[4096, 14336]
blk.29.ffn_gate.1.weight

F16

[4096, 14336]
blk.29.ffn_gate.2.weight

F16

[4096, 14336]
blk.29.ffn_gate.3.weight

F16

[4096, 14336]
blk.29.ffn_gate.4.weight

F16

[4096, 14336]
blk.29.ffn_gate.5.weight

F16

[4096, 14336]
blk.29.ffn_gate.6.weight

F16

[4096, 14336]
blk.29.ffn_gate.7.weight

F16

[4096, 14336]
blk.29.ffn_gate_inp.weight

F16

[4096, 8]
blk.29.ffn_norm.weight

F32

[4096]
blk.29.ffn_up.0.weight

F16

[4096, 14336]
blk.29.ffn_up.1.weight

F16

[4096, 14336]
blk.29.ffn_up.2.weight

F16

[4096, 14336]
blk.29.ffn_up.3.weight

F16

[4096, 14336]
blk.29.ffn_up.4.weight

F16

[4096, 14336]
blk.29.ffn_up.5.weight

F16

[4096, 14336]
blk.29.ffn_up.6.weight

F16

[4096, 14336]
blk.29.ffn_up.7.weight

F16

[4096, 14336]

blk.30

blk.30.attn_k.weight

F16

[4096, 1024]
blk.30.attn_norm.weight

F32

[4096]
blk.30.attn_output.weight

F16

[4096, 4096]
blk.30.attn_q.weight

F16

[4096, 4096]
blk.30.attn_v.weight

F16

[4096, 1024]
blk.30.ffn_down.0.weight

F16

[14336, 4096]
blk.30.ffn_down.1.weight

F16

[14336, 4096]
blk.30.ffn_down.2.weight

F16

[14336, 4096]
blk.30.ffn_down.3.weight

F16

[14336, 4096]
blk.30.ffn_down.4.weight

F16

[14336, 4096]
blk.30.ffn_down.5.weight

F16

[14336, 4096]
blk.30.ffn_down.6.weight

F16

[14336, 4096]
blk.30.ffn_down.7.weight

F16

[14336, 4096]
blk.30.ffn_gate.0.weight

F16

[4096, 14336]
blk.30.ffn_gate.1.weight

F16

[4096, 14336]
blk.30.ffn_gate.2.weight

F16

[4096, 14336]
blk.30.ffn_gate.3.weight

F16

[4096, 14336]
blk.30.ffn_gate.4.weight

F16

[4096, 14336]
blk.30.ffn_gate.5.weight

F16

[4096, 14336]
blk.30.ffn_gate.6.weight

F16

[4096, 14336]
blk.30.ffn_gate.7.weight

F16

[4096, 14336]
blk.30.ffn_gate_inp.weight

F16

[4096, 8]
blk.30.ffn_norm.weight

F32

[4096]
blk.30.ffn_up.0.weight

F16

[4096, 14336]
blk.30.ffn_up.1.weight

F16

[4096, 14336]
blk.30.ffn_up.2.weight

F16

[4096, 14336]
blk.30.ffn_up.3.weight

F16

[4096, 14336]
blk.30.ffn_up.4.weight

F16

[4096, 14336]
blk.30.ffn_up.5.weight

F16

[4096, 14336]
blk.30.ffn_up.6.weight

F16

[4096, 14336]
blk.30.ffn_up.7.weight

F16

[4096, 14336]

blk.31

blk.31.attn_k.weight

F16

[4096, 1024]
blk.31.attn_norm.weight

F32

[4096]
blk.31.attn_output.weight

F16

[4096, 4096]
blk.31.attn_q.weight

F16

[4096, 4096]
blk.31.attn_v.weight

F16

[4096, 1024]
blk.31.ffn_down.0.weight

F16

[14336, 4096]
blk.31.ffn_down.1.weight

F16

[14336, 4096]
blk.31.ffn_down.2.weight

F16

[14336, 4096]
blk.31.ffn_down.3.weight

F16

[14336, 4096]
blk.31.ffn_down.4.weight

F16

[14336, 4096]
blk.31.ffn_down.5.weight

F16

[14336, 4096]
blk.31.ffn_down.6.weight

F16

[14336, 4096]
blk.31.ffn_down.7.weight

F16

[14336, 4096]
blk.31.ffn_gate.0.weight

F16

[4096, 14336]
blk.31.ffn_gate.1.weight

F16

[4096, 14336]
blk.31.ffn_gate.2.weight

F16

[4096, 14336]
blk.31.ffn_gate.3.weight

F16

[4096, 14336]
blk.31.ffn_gate.4.weight

F16

[4096, 14336]
blk.31.ffn_gate.5.weight

F16

[4096, 14336]
blk.31.ffn_gate.6.weight

F16

[4096, 14336]
blk.31.ffn_gate.7.weight

F16

[4096, 14336]
blk.31.ffn_gate_inp.weight

F16

[4096, 8]
blk.31.ffn_norm.weight

F32

[4096]
blk.31.ffn_up.0.weight

F16

[4096, 14336]
blk.31.ffn_up.1.weight

F16

[4096, 14336]
blk.31.ffn_up.2.weight

F16

[4096, 14336]
blk.31.ffn_up.3.weight

F16

[4096, 14336]
blk.31.ffn_up.4.weight

F16

[4096, 14336]
blk.31.ffn_up.5.weight

F16

[4096, 14336]
blk.31.ffn_up.6.weight

F16

[4096, 14336]
blk.31.ffn_up.7.weight

F16

[4096, 14336]

output.weight

F16

[4096, 32000]
output_norm.weight

F32

[4096]