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phi4
:latest
3.9M
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Updated
7 months ago
Phi-4 is a 14B parameter, state-of-the-art open model from Microsoft.
Phi-4 is a 14B parameter, state-of-the-art open model from Microsoft.
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14b
phi4:latest
...
/
model
fd7b6731c33c · 9.1GB
Metadata
general.architecture
phi3
phi3
general.file_type
Q4_K_M
Q4_K_M
phi3.attention.head_count
40
40
phi3.attention.head_count_kv
10
10
phi3.attention.layer_norm_rms_epsilon
1e-05
1e-05
phi3.attention.sliding_window
131072
131072
phi3.block_count
40
40
phi3.context_length
16384
16384
phi3.embedding_length
5120
5120
phi3.feed_forward_length
17920
17920
phi3.rope.dimension_count
128
128
phi3.rope.freq_base
250000
250000
phi3.rope.scaling.original_context_length
16384
16384
tokenizer.ggml.bos_token_id
100257
100257
tokenizer.ggml.eos_token_id
100257
100257
tokenizer.ggml.merges
[Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
[Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.padding_token_id
100257
100257
tokenizer.ggml.pre
dbrx
dbrx
tokenizer.ggml.token_type
[1, 1, 1, 1, 1, ...]
[1, 1, 1, 1, 1, ...]
tokenizer.ggml.tokens
[!, ", #, $, %, ...]
[!, ", #, $, %, ...]
Tensor
Name
Type
Shape
token_embd.weight
Q4_K
Q4_K
[5120, 100352]
blk.0
blk.0.attn_norm.weight
F32
F32
[5120]
blk.0.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.0.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.0.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.0.ffn_norm.weight
F32
F32
[5120]
blk.0.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.1
blk.1.attn_norm.weight
F32
F32
[5120]
blk.1.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.1.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.1.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.1.ffn_norm.weight
F32
F32
[5120]
blk.1.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.2
blk.2.attn_norm.weight
F32
F32
[5120]
blk.2.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.2.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.2.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.2.ffn_norm.weight
F32
F32
[5120]
blk.2.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.3
blk.3.attn_norm.weight
F32
F32
[5120]
blk.3.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.3.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.3.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.3.ffn_norm.weight
F32
F32
[5120]
blk.3.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.4
blk.4.attn_norm.weight
F32
F32
[5120]
blk.4.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.4.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.4.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.4.ffn_norm.weight
F32
F32
[5120]
blk.4.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.5
blk.5.attn_norm.weight
F32
F32
[5120]
blk.5.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.5.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.5.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.5.ffn_norm.weight
F32
F32
[5120]
blk.5.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.6
blk.6.attn_norm.weight
F32
F32
[5120]
blk.6.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.6.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.6.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.6.ffn_norm.weight
F32
F32
[5120]
blk.6.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.7
blk.7.attn_norm.weight
F32
F32
[5120]
blk.7.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.7.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.7.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.7.ffn_norm.weight
F32
F32
[5120]
blk.7.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.8
blk.8.attn_norm.weight
F32
F32
[5120]
blk.8.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.8.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.8.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.8.ffn_norm.weight
F32
F32
[5120]
blk.8.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.9
blk.9.attn_norm.weight
F32
F32
[5120]
blk.9.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.9.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.9.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.9.ffn_norm.weight
F32
F32
[5120]
blk.9.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.10
blk.10.attn_norm.weight
F32
F32
[5120]
blk.10.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.10.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.10.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.10.ffn_norm.weight
F32
F32
[5120]
blk.10.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.11
blk.11.attn_norm.weight
F32
F32
[5120]
blk.11.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.11.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.11.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.11.ffn_norm.weight
F32
F32
[5120]
blk.11.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.12
blk.12.attn_norm.weight
F32
F32
[5120]
blk.12.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.12.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.12.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.12.ffn_norm.weight
F32
F32
[5120]
blk.12.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.13
blk.13.attn_norm.weight
F32
F32
[5120]
blk.13.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.13.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.13.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.13.ffn_norm.weight
F32
F32
[5120]
blk.13.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.14
blk.14.attn_norm.weight
F32
F32
[5120]
blk.14.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.14.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.14.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.14.ffn_norm.weight
F32
F32
[5120]
blk.14.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.15
blk.15.attn_norm.weight
F32
F32
[5120]
blk.15.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.15.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.15.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.15.ffn_norm.weight
F32
F32
[5120]
blk.15.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.16
blk.16.attn_norm.weight
F32
F32
[5120]
blk.16.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.16.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.16.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.16.ffn_norm.weight
F32
F32
[5120]
blk.16.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.17
blk.17.attn_norm.weight
F32
F32
[5120]
blk.17.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.17.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.17.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.17.ffn_norm.weight
F32
F32
[5120]
blk.17.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.18
blk.18.attn_norm.weight
F32
F32
[5120]
blk.18.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.18.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.18.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.18.ffn_norm.weight
F32
F32
[5120]
blk.18.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.19
blk.19.attn_norm.weight
F32
F32
[5120]
blk.19.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.19.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.19.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.19.ffn_norm.weight
F32
F32
[5120]
blk.19.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.20
blk.20.attn_norm.weight
F32
F32
[5120]
blk.20.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.20.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.20.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.20.ffn_norm.weight
F32
F32
[5120]
blk.20.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.21
blk.21.attn_norm.weight
F32
F32
[5120]
blk.21.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.21.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.21.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.21.ffn_norm.weight
F32
F32
[5120]
blk.21.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.22
blk.22.attn_norm.weight
F32
F32
[5120]
blk.22.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.22.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.22.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.22.ffn_norm.weight
F32
F32
[5120]
blk.22.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.23
blk.23.attn_norm.weight
F32
F32
[5120]
blk.23.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.23.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.23.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.23.ffn_norm.weight
F32
F32
[5120]
blk.23.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.24
blk.24.attn_norm.weight
F32
F32
[5120]
blk.24.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.24.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.24.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.24.ffn_norm.weight
F32
F32
[5120]
blk.24.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.25
blk.25.attn_norm.weight
F32
F32
[5120]
blk.25.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.25.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.25.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.25.ffn_norm.weight
F32
F32
[5120]
blk.25.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.26
blk.26.attn_norm.weight
F32
F32
[5120]
blk.26.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.26.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.26.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.26.ffn_norm.weight
F32
F32
[5120]
blk.26.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.27
blk.27.attn_norm.weight
F32
F32
[5120]
blk.27.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.27.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.27.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.27.ffn_norm.weight
F32
F32
[5120]
blk.27.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.28
blk.28.attn_norm.weight
F32
F32
[5120]
blk.28.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.28.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.28.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.28.ffn_norm.weight
F32
F32
[5120]
blk.28.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.29
blk.29.attn_norm.weight
F32
F32
[5120]
blk.29.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.29.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.29.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.29.ffn_norm.weight
F32
F32
[5120]
blk.29.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.30
blk.30.attn_norm.weight
F32
F32
[5120]
blk.30.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.30.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.30.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.30.ffn_norm.weight
F32
F32
[5120]
blk.30.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.31
blk.31.attn_norm.weight
F32
F32
[5120]
blk.31.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.31.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.31.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.31.ffn_norm.weight
F32
F32
[5120]
blk.31.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.32
blk.32.attn_norm.weight
F32
F32
[5120]
blk.32.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.32.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.32.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.32.ffn_norm.weight
F32
F32
[5120]
blk.32.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.33
blk.33.attn_norm.weight
F32
F32
[5120]
blk.33.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.33.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.33.ffn_down.weight
Q4_K
Q4_K
[17920, 5120]
blk.33.ffn_norm.weight
F32
F32
[5120]
blk.33.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.34
blk.34.attn_norm.weight
F32
F32
[5120]
blk.34.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.34.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.34.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.34.ffn_norm.weight
F32
F32
[5120]
blk.34.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.35
blk.35.attn_norm.weight
F32
F32
[5120]
blk.35.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.35.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.35.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.35.ffn_norm.weight
F32
F32
[5120]
blk.35.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.36
blk.36.attn_norm.weight
F32
F32
[5120]
blk.36.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.36.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.36.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.36.ffn_norm.weight
F32
F32
[5120]
blk.36.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.37
blk.37.attn_norm.weight
F32
F32
[5120]
blk.37.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.37.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.37.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.37.ffn_norm.weight
F32
F32
[5120]
blk.37.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.38
blk.38.attn_norm.weight
F32
F32
[5120]
blk.38.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.38.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.38.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.38.ffn_norm.weight
F32
F32
[5120]
blk.38.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
blk.39
blk.39.attn_norm.weight
F32
F32
[5120]
blk.39.attn_output.weight
Q4_K
Q4_K
[5120, 5120]
blk.39.attn_qkv.weight
Q5_K
Q5_K
[5120, 7680]
blk.39.ffn_down.weight
Q6_K
Q6_K
[17920, 5120]
blk.39.ffn_norm.weight
F32
F32
[5120]
blk.39.ffn_up.weight
Q4_K
Q4_K
[5120, 35840]
output.weight
Q6_K
Q6_K
[5120, 100352]
output_norm.weight
F32
F32
[5120]