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phi3
:3.8b-mini-4k-instruct-q4_0
8.2M
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Updated
1 year ago
Phi-3 is a family of lightweight 3B (Mini) and 14B (Medium) state-of-the-art open models by Microsoft.
Phi-3 is a family of lightweight 3B (Mini) and 14B (Medium) state-of-the-art open models by Microsoft.
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3.8b
14b
phi3:3.8b-mini-4k-instruct-q4_0
...
/
model
1b3dc6cf0a41 · 2.2GB
Metadata
general.architecture
phi3
phi3
general.file_type
Q4_0
Q4_0
phi3.attention.head_count
32
32
phi3.attention.head_count_kv
32
32
phi3.attention.layer_norm_rms_epsilon
1e-05
1e-05
phi3.attention.sliding_window
2047
2047
phi3.block_count
32
32
phi3.context_length
4096
4096
phi3.embedding_length
3072
3072
phi3.feed_forward_length
8192
8192
phi3.rope.dimension_count
96
96
phi3.rope.freq_base
10000
10000
phi3.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
1
1
tokenizer.ggml.eos_token_id
32000
32000
tokenizer.ggml.model
llama
llama
tokenizer.ggml.padding_token_id
32000
32000
tokenizer.ggml.pre
default
default
tokenizer.ggml.scores
[-1000, -1000, -1000, 0, 0, ...]
[-1000, -1000, -1000, 0, 0, ...]
tokenizer.ggml.token_type
[3, 3, 4, 6, 6, ...]
[3, 3, 4, 6, 6, ...]
tokenizer.ggml.tokens
[<unk>, <s>, </s>, <0x00>, <0x01>, ...]
[<unk>, <s>, </s>, <0x00>, <0x01>, ...]
tokenizer.ggml.unknown_token_id
0
0
Tensor
Name
Type
Shape
token_embd.weight
Q4_0
Q4_0
[3072, 32064]
blk.0
blk.0.attn_norm.weight
F32
F32
[3072]
blk.0.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.0.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.0.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.0.ffn_norm.weight
F32
F32
[3072]
blk.0.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.1
blk.1.attn_norm.weight
F32
F32
[3072]
blk.1.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.1.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.1.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.1.ffn_norm.weight
F32
F32
[3072]
blk.1.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.2
blk.2.attn_norm.weight
F32
F32
[3072]
blk.2.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.2.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.2.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.2.ffn_norm.weight
F32
F32
[3072]
blk.2.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.3
blk.3.attn_norm.weight
F32
F32
[3072]
blk.3.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.3.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.3.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.3.ffn_norm.weight
F32
F32
[3072]
blk.3.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.4
blk.4.attn_norm.weight
F32
F32
[3072]
blk.4.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.4.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.4.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.4.ffn_norm.weight
F32
F32
[3072]
blk.4.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.5
blk.5.attn_norm.weight
F32
F32
[3072]
blk.5.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.5.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.5.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.5.ffn_norm.weight
F32
F32
[3072]
blk.5.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.6
blk.6.attn_norm.weight
F32
F32
[3072]
blk.6.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.6.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.6.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.6.ffn_norm.weight
F32
F32
[3072]
blk.6.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.7
blk.7.attn_norm.weight
F32
F32
[3072]
blk.7.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.7.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.7.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.7.ffn_norm.weight
F32
F32
[3072]
blk.7.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.8
blk.8.attn_norm.weight
F32
F32
[3072]
blk.8.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.8.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.8.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.8.ffn_norm.weight
F32
F32
[3072]
blk.8.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.9
blk.9.attn_norm.weight
F32
F32
[3072]
blk.9.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.9.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.9.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.9.ffn_norm.weight
F32
F32
[3072]
blk.9.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.10
blk.10.attn_norm.weight
F32
F32
[3072]
blk.10.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.10.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.10.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.10.ffn_norm.weight
F32
F32
[3072]
blk.10.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.11
blk.11.attn_norm.weight
F32
F32
[3072]
blk.11.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.11.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.11.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.11.ffn_norm.weight
F32
F32
[3072]
blk.11.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.12
blk.12.attn_norm.weight
F32
F32
[3072]
blk.12.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.12.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.12.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.12.ffn_norm.weight
F32
F32
[3072]
blk.12.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.13
blk.13.attn_norm.weight
F32
F32
[3072]
blk.13.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.13.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.13.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.13.ffn_norm.weight
F32
F32
[3072]
blk.13.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.14
blk.14.attn_norm.weight
F32
F32
[3072]
blk.14.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.14.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.14.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.14.ffn_norm.weight
F32
F32
[3072]
blk.14.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.15
blk.15.attn_norm.weight
F32
F32
[3072]
blk.15.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.15.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.15.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.15.ffn_norm.weight
F32
F32
[3072]
blk.15.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.16
blk.16.attn_norm.weight
F32
F32
[3072]
blk.16.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.16.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.16.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.16.ffn_norm.weight
F32
F32
[3072]
blk.16.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.17
blk.17.attn_norm.weight
F32
F32
[3072]
blk.17.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.17.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.17.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.17.ffn_norm.weight
F32
F32
[3072]
blk.17.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.18
blk.18.attn_norm.weight
F32
F32
[3072]
blk.18.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.18.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.18.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.18.ffn_norm.weight
F32
F32
[3072]
blk.18.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.19
blk.19.attn_norm.weight
F32
F32
[3072]
blk.19.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.19.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.19.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.19.ffn_norm.weight
F32
F32
[3072]
blk.19.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.20
blk.20.attn_norm.weight
F32
F32
[3072]
blk.20.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.20.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.20.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.20.ffn_norm.weight
F32
F32
[3072]
blk.20.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.21
blk.21.attn_norm.weight
F32
F32
[3072]
blk.21.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.21.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.21.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.21.ffn_norm.weight
F32
F32
[3072]
blk.21.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.22
blk.22.attn_norm.weight
F32
F32
[3072]
blk.22.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.22.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.22.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.22.ffn_norm.weight
F32
F32
[3072]
blk.22.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.23
blk.23.attn_norm.weight
F32
F32
[3072]
blk.23.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.23.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.23.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.23.ffn_norm.weight
F32
F32
[3072]
blk.23.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.24
blk.24.attn_norm.weight
F32
F32
[3072]
blk.24.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.24.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.24.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.24.ffn_norm.weight
F32
F32
[3072]
blk.24.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.25
blk.25.attn_norm.weight
F32
F32
[3072]
blk.25.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.25.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.25.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.25.ffn_norm.weight
F32
F32
[3072]
blk.25.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.26
blk.26.attn_norm.weight
F32
F32
[3072]
blk.26.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.26.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.26.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.26.ffn_norm.weight
F32
F32
[3072]
blk.26.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.27
blk.27.attn_norm.weight
F32
F32
[3072]
blk.27.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.27.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.27.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.27.ffn_norm.weight
F32
F32
[3072]
blk.27.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.28
blk.28.attn_norm.weight
F32
F32
[3072]
blk.28.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.28.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.28.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.28.ffn_norm.weight
F32
F32
[3072]
blk.28.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.29
blk.29.attn_norm.weight
F32
F32
[3072]
blk.29.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.29.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.29.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.29.ffn_norm.weight
F32
F32
[3072]
blk.29.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.30
blk.30.attn_norm.weight
F32
F32
[3072]
blk.30.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.30.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.30.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.30.ffn_norm.weight
F32
F32
[3072]
blk.30.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
blk.31
blk.31.attn_norm.weight
F32
F32
[3072]
blk.31.attn_output.weight
Q4_0
Q4_0
[3072, 3072]
blk.31.attn_qkv.weight
Q4_0
Q4_0
[3072, 9216]
blk.31.ffn_down.weight
Q4_0
Q4_0
[8192, 3072]
blk.31.ffn_norm.weight
F32
F32
[3072]
blk.31.ffn_up.weight
Q4_0
Q4_0
[3072, 16384]
output.weight
Q6_K
Q6_K
[3072, 32064]
output_norm.weight
F32
F32
[3072]