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iunera
/
aura-l
:latest
40
Downloads
Updated
3 months ago
Advanced 14B reasoning model for Data Philter, specializing in complex tool calling and time series analysis.
Advanced 14B reasoning model for Data Philter, specializing in complex tool calling and time series analysis.
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tools
aura-l: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]