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NeuroEquality
/
safe4all
:latest
7
Downloads
Updated
1 month ago
Safe4All core model powers every AI experience across the Safe4All platform—delivering adaptive, respectful, and safe assistance to individuals with diverse abilities, cognitive styles, and communication preferences.
Safe4All core model powers every AI experience across the Safe4All platform—delivering adaptive, respectful, and safe assistance to individuals with diverse abilities, cognitive styles, and communication preferences.
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safe4all:latest
...
/
model
cc55b87e4ea3 · 13GB
Metadata
general.architecture
gemma3
gemma3
general.file_type
Q8_0
Q8_0
gemma3.attention.head_count
16
16
gemma3.attention.head_count_kv
8
8
gemma3.attention.key_length
256
256
gemma3.attention.layer_norm_rms_epsilon
1e-06
1e-06
gemma3.attention.sliding_window
1024
1024
gemma3.attention.value_length
256
256
gemma3.block_count
48
48
gemma3.context_length
131072
131072
gemma3.embedding_length
3840
3840
gemma3.feed_forward_length
15360
15360
gemma3.rope.freq_base
1e+06
1e+06
gemma3.rope.scaling.factor
8
8
gemma3.rope.scaling.type
linear
linear
tokenizer.ggml.add_bos_token
true
true
tokenizer.ggml.add_eos_token
false
false
tokenizer.ggml.add_space_prefix
false
false
tokenizer.ggml.bos_token_id
2
2
tokenizer.ggml.eos_token_id
1
1
tokenizer.ggml.model
llama
llama
tokenizer.ggml.padding_token_id
0
0
tokenizer.ggml.pre
default
default
tokenizer.ggml.scores
[-1000, -1000, -1000, -1000, -1000, ...]
[-1000, -1000, -1000, -1000, -1000, ...]
tokenizer.ggml.token_type
[3, 3, 3, 3, 3, ...]
[3, 3, 3, 3, 3, ...]
tokenizer.ggml.tokens
[<pad>, <eos>, <bos>, <unk>, <mask>, ...]
[<pad>, <eos>, <bos>, <unk>, <mask>, ...]
tokenizer.ggml.unknown_token_id
3
3
Tensor
Name
Type
Shape
token_embd.weight
Q8_0
Q8_0
[3840, 262208]
blk.0
blk.0.attn_k.weight
Q8_0
Q8_0
[3840, 2048]
blk.0.attn_k_norm.weight
F32
F32
[256]
blk.0.attn_norm.weight
F32
F32
[3840]
blk.0.attn_output.weight
Q8_0
Q8_0
[4096, 3840]
blk.0.attn_q.weight
Q8_0
Q8_0
[3840, 4096]
blk.0.attn_q_norm.weight
F32
F32
[256]
blk.0.attn_v.weight
Q8_0
Q8_0
[3840, 2048]
blk.0.ffn_down.weight
Q8_0
Q8_0
[15360, 3840]
blk.0.ffn_gate.weight
Q8_0
Q8_0
[3840, 15360]
blk.0.ffn_norm.weight
F32
F32
[3840]
blk.0.ffn_up.weight
Q8_0
Q8_0
[3840, 15360]
blk.0.post_attention_norm.weight
F32
F32
[3840]
blk.0.post_ffw_norm.weight
F32
F32
[3840]
blk.1
blk.1.attn_k.weight
Q8_0
Q8_0
[3840, 2048]
blk.1.attn_k_norm.weight
F32
F32
[256]
blk.1.attn_norm.weight
F32
F32
[3840]
blk.1.attn_output.weight
Q8_0
Q8_0
[4096, 3840]
blk.1.attn_q.weight
Q8_0
Q8_0
[3840, 4096]
blk.1.attn_q_norm.weight
F32
F32
[256]
blk.1.attn_v.weight
Q8_0
Q8_0
[3840, 2048]
blk.1.ffn_down.weight
Q8_0
Q8_0
[15360, 3840]
blk.1.ffn_gate.weight
Q8_0
Q8_0
[3840, 15360]
blk.1.ffn_norm.weight
F32
F32
[3840]
blk.1.ffn_up.weight
Q8_0
Q8_0
[3840, 15360]
blk.1.post_attention_norm.weight
F32
F32
[3840]
blk.1.post_ffw_norm.weight
F32
F32
[3840]
blk.2
blk.2.attn_k.weight
Q8_0
Q8_0
[3840, 2048]
blk.2.attn_k_norm.weight
F32
F32
[256]
blk.2.attn_norm.weight
F32
F32
[3840]
blk.2.attn_output.weight
Q8_0
Q8_0
[4096, 3840]
blk.2.attn_q.weight
Q8_0
Q8_0
[3840, 4096]
blk.2.attn_q_norm.weight
F32
F32
[256]
blk.2.attn_v.weight
Q8_0
Q8_0
[3840, 2048]
blk.2.ffn_down.weight
Q8_0
Q8_0
[15360, 3840]
blk.2.ffn_gate.weight
Q8_0
Q8_0
[3840, 15360]
blk.2.ffn_norm.weight
F32
F32
[3840]
blk.2.ffn_up.weight
Q8_0
Q8_0
[3840, 15360]
blk.2.post_attention_norm.weight
F32
F32
[3840]
blk.2.post_ffw_norm.weight
F32
F32
[3840]
blk.3
blk.3.attn_k.weight
Q8_0
Q8_0
[3840, 2048]
blk.3.attn_k_norm.weight
F32
F32
[256]
blk.3.attn_norm.weight
F32
F32
[3840]
blk.3.attn_output.weight
Q8_0
Q8_0
[4096, 3840]
blk.3.attn_q.weight
Q8_0
Q8_0
[3840, 4096]
blk.3.attn_q_norm.weight
F32
F32
[256]
blk.3.attn_v.weight
Q8_0
Q8_0
[3840, 2048]
blk.3.ffn_down.weight
Q8_0
Q8_0
[15360, 3840]
blk.3.ffn_gate.weight
Q8_0
Q8_0
[3840, 15360]
blk.3.ffn_norm.weight
F32
F32
[3840]
blk.3.ffn_up.weight
Q8_0
Q8_0
[3840, 15360]
blk.3.post_attention_norm.weight
F32
F32
[3840]
blk.3.post_ffw_norm.weight
F32
F32
[3840]
blk.4
blk.4.attn_k.weight
Q8_0
Q8_0
[3840, 2048]
blk.4.attn_k_norm.weight
F32
F32
[256]
blk.4.attn_norm.weight
F32
F32
[3840]
blk.4.attn_output.weight
Q8_0
Q8_0
[4096, 3840]
blk.4.attn_q.weight
Q8_0
Q8_0
[3840, 4096]
blk.4.attn_q_norm.weight
F32
F32
[256]
blk.4.attn_v.weight
Q8_0
Q8_0
[3840, 2048]
blk.4.ffn_down.weight
Q8_0
Q8_0
[15360, 3840]
blk.4.ffn_gate.weight
Q8_0
Q8_0
[3840, 15360]
blk.4.ffn_norm.weight
F32
F32
[3840]
blk.4.ffn_up.weight
Q8_0
Q8_0
[3840, 15360]
blk.4.post_attention_norm.weight
F32
F32
[3840]
blk.4.post_ffw_norm.weight
F32
F32
[3840]
blk.5
blk.5.attn_k.weight
Q8_0
Q8_0
[3840, 2048]
blk.5.attn_k_norm.weight
F32
F32
[256]
blk.5.attn_norm.weight
F32
F32
[3840]
blk.5.attn_output.weight
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blk.5.attn_q.weight
Q8_0
Q8_0
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blk.5.attn_q_norm.weight
F32
F32
[256]
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Q8_0
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blk.5.ffn_norm.weight
F32
F32
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blk.5.ffn_up.weight
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blk.5.post_attention_norm.weight
F32
F32
[3840]
blk.5.post_ffw_norm.weight
F32
F32
[3840]
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blk.6.attn_k.weight
Q8_0
Q8_0
[3840, 2048]
blk.6.attn_k_norm.weight
F32
F32
[256]
blk.6.attn_norm.weight
F32
F32
[3840]
blk.6.attn_output.weight
Q8_0
Q8_0
[4096, 3840]
blk.6.attn_q.weight
Q8_0
Q8_0
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blk.6.attn_q_norm.weight
F32
F32
[256]
blk.6.attn_v.weight
Q8_0
Q8_0
[3840, 2048]
blk.6.ffn_down.weight
Q8_0
Q8_0
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blk.6.ffn_gate.weight
Q8_0
Q8_0
[3840, 15360]
blk.6.ffn_norm.weight
F32
F32
[3840]
blk.6.ffn_up.weight
Q8_0
Q8_0
[3840, 15360]
blk.6.post_attention_norm.weight
F32
F32
[3840]
blk.6.post_ffw_norm.weight
F32
F32
[3840]
blk.7
blk.7.attn_k.weight
Q8_0
Q8_0
[3840, 2048]
blk.7.attn_k_norm.weight
F32
F32
[256]
blk.7.attn_norm.weight
F32
F32
[3840]
blk.7.attn_output.weight
Q8_0
Q8_0
[4096, 3840]
blk.7.attn_q.weight
Q8_0
Q8_0
[3840, 4096]
blk.7.attn_q_norm.weight
F32
F32
[256]
blk.7.attn_v.weight
Q8_0
Q8_0
[3840, 2048]
blk.7.ffn_down.weight
Q8_0
Q8_0
[15360, 3840]
blk.7.ffn_gate.weight
Q8_0
Q8_0
[3840, 15360]
blk.7.ffn_norm.weight
F32
F32
[3840]
blk.7.ffn_up.weight
Q8_0
Q8_0
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blk.7.post_attention_norm.weight
F32
F32
[3840]
blk.7.post_ffw_norm.weight
F32
F32
[3840]
blk.8
blk.8.attn_k.weight
Q8_0
Q8_0
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blk.8.attn_k_norm.weight
F32
F32
[256]
blk.8.attn_norm.weight
F32
F32
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F32
F32
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blk.8.ffn_gate.weight
Q8_0
Q8_0
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blk.8.ffn_norm.weight
F32
F32
[3840]
blk.8.ffn_up.weight
Q8_0
Q8_0
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blk.8.post_attention_norm.weight
F32
F32
[3840]
blk.8.post_ffw_norm.weight
F32
F32
[3840]
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blk.9.attn_k.weight
Q8_0
Q8_0
[3840, 2048]
blk.9.attn_k_norm.weight
F32
F32
[256]
blk.9.attn_norm.weight
F32
F32
[3840]
blk.9.attn_output.weight
Q8_0
Q8_0
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blk.9.attn_q.weight
Q8_0
Q8_0
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blk.9.attn_q_norm.weight
F32
F32
[256]
blk.9.attn_v.weight
Q8_0
Q8_0
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blk.9.ffn_down.weight
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blk.9.ffn_gate.weight
Q8_0
Q8_0
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blk.9.ffn_norm.weight
F32
F32
[3840]
blk.9.ffn_up.weight
Q8_0
Q8_0
[3840, 15360]
blk.9.post_attention_norm.weight
F32
F32
[3840]
blk.9.post_ffw_norm.weight
F32
F32
[3840]
blk.10
blk.10.attn_k.weight
Q8_0
Q8_0
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blk.10.attn_k_norm.weight
F32
F32
[256]
blk.10.attn_norm.weight
F32
F32
[3840]
blk.10.attn_output.weight
Q8_0
Q8_0
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blk.10.attn_q.weight
Q8_0
Q8_0
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blk.10.attn_q_norm.weight
F32
F32
[256]
blk.10.attn_v.weight
Q8_0
Q8_0
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blk.10.ffn_down.weight
Q8_0
Q8_0
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blk.10.ffn_gate.weight
Q8_0
Q8_0
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blk.10.ffn_norm.weight
F32
F32
[3840]
blk.10.ffn_up.weight
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blk.10.post_attention_norm.weight
F32
F32
[3840]
blk.10.post_ffw_norm.weight
F32
F32
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blk.11.attn_k.weight
Q8_0
Q8_0
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F32
F32
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F32
F32
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blk.11.attn_output.weight
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blk.11.attn_q.weight
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F32
F32
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blk.11.attn_v.weight
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F32
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F32
F32
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F32
F32
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blk.12.attn_k.weight
Q8_0
Q8_0
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blk.12.attn_k_norm.weight
F32
F32
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F32
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blk.12.post_attention_norm.weight
F32
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blk.12.post_ffw_norm.weight
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F32
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blk.13.attn_k.weight
Q8_0
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blk.13.attn_k_norm.weight
F32
F32
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blk.13.attn_norm.weight
F32
F32
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blk.13.attn_output.weight
Q8_0
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blk.13.attn_q.weight
Q8_0
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blk.13.attn_q_norm.weight
F32
F32
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blk.13.attn_v.weight
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F32
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blk.13.post_attention_norm.weight
F32
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blk.14.attn_k.weight
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F32
F32
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F32
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F32
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blk.14.post_attention_norm.weight
F32
F32
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blk.15.attn_k.weight
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F32
F32
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F32
F32
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F32
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F32
F32
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F32
F32
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F32
F32
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blk.16.attn_k.weight
Q8_0
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blk.16.attn_k_norm.weight
F32
F32
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blk.16.attn_norm.weight
F32
F32
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F32
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F32
F32
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F32
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F32
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F32
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