Lambent-Mira-Mashup-Aphrodite-27B

3
by
virtuous7373
Other
OTHER
27B params
New
3 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
61GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
26GB+ RAM

Code Examples

Quant scheme inspired by: https://huggingface.co/ddh0/Q4_K_X.ggufbash
#!/usr/bin/env bash
set -euo pipefail
# Quant scheme inspired by: https://huggingface.co/ddh0/Q4_K_X.gguf
llama_quant="$LLAMAQUANT"
imatrix="$KITCHEN/Bartowski-Gemma-3-27B-imatrix.gguf" # Thanks =)
model=$KITCHEN/Models_cooking/Mira-Aphrodite-00001-of-00003.gguf
outpath="=$KITCHEN/Models/Mira-Aphrodite-27B-Q5_K_X.gguf"
quant_type="Q8_0"

blk_all="blk\.(0|1|2|3|4|5|6|7|8|9|10|11|12|13|14|15|16|17|18|19|20|21|22|23|24|25|26|27|28|29|30|31|32|33|34|35|36|37|38|39|40|41|42|43|44|45|46|47|48|49|50|51|52|53|54|55|56|57|58|59|60|61)"
blk_step="blk\.(0|1|2|3|4|5|6|9|12|15|18|21|24|27|30|33|36|39|42|45|48|51|54|55|56|57|58|59|60|61)"
blk_alt="blk\.(7|8|10|11|13|14|16|17|19|20|22|23|25|26|28|29|31|32|34|35|37|38|40|41|43|44|46|47|49|50|52|53)"

custom=(
    --tensor-type token_embd.weight=Q5_K
    --tensor-type "${blk_all}\.attn_k.weight=Q8_0"
    --tensor-type "${blk_all}\.attn_output.weight=Q6_K"
    --tensor-type "${blk_all}\.attn_q.weight=Q5_K"
    --tensor-type "${blk_step}\.attn_v.weight=Q8_0" # eh, let her fly
    --tensor-type "${blk_step}\.ffn_down.weight=Q6_K"
    --tensor-type "${blk_all}\.ffn_gate.weight=Q5_K"
    --tensor-type "${blk_all}\.ffn_up.weight=Q5_K"
    --tensor-type "${blk_alt}\.attn_v.weight=Q8_0"
    --tensor-type "${blk_alt}\.ffn_down.weight=Q5_K"
)

"$llama_quant" --imatrix "$imatrix" "${custom[@]}" "$model" "$outpath" "$quant_type"

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