The-True-Abomination-24B-imat-GGUF – AI Model by Casual-Autopsy | AlphaNeural AI

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Casual-Autopsy/
The-True-Abomination-24B-imat-GGUF

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Casual-Autopsy/The-True-Abomination-24B

endpoints_compatible

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text-generation

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The-True-Abomination-24B-imat-GGUF

Calabration Datasets

The following calabration datasets were used to make the imatrix file:

Recipe

1. bartowski dataset:

./llama-imatrix -t 14 -c 2048 -b 1024 -ub 512 -f ../Datasets/imatrix_cal/bartowski_imatrix.text -ngl 8 -m ../Models/RP_Models/The-True-Abomination-24B-bf16.gguf -o ../Models/RP_Models/batowski_The-True-Abomination-24B-imatrix.dat --chunks 32

Avg. ppl. for Mistral-Small Models: ~5-6

2. virt-io dataset - pass 1:

./llama-imatrix -t 14 -c 8192 -b 2048 -ub 1024 -f ../Datasets/imatrix_cal/virt-io_imatrix.text -ngl 8 -m ../Models/RP_Models/The-True-Abomination-24B-bf16.gguf -o ../Models/RP_Models/virt-io_The-True-Abomination-24B-imatrix.dat --chunk 3 --chunks 17 --in-file ../Models/RP_Models/batowski_The-True-Abomination-24B-imatrix.dat

Avg. ppl. for Mistral-Small Models: ~3-4

3. virt-io dataset - pass 2:

./llama-imatrix -t 14 -c 8192 -b 2048 -ub 1024 -f ../Datasets/imatrix_cal/virt-io_imatrix.text -ngl 8 -m ../Models/RP_Models/The-True-Abomination-24B-bf16.gguf -o ../Models/RP_Models/virt-io_The-True-Abomination-24B-imatrix.dat --chunk 109 --in-file ../Models/RP_Models/virt-io_The-True-Abomination-24B-imatrix.dat

Avg. ppl. for Mistral-Small Models: ~2-3

4. lewdiculous dataset:

./llama-imatrix -t 14 -c 1024 -b 512 -ub 256 -f ../Datasets/imatrix_cal/lewdiculous_imatrix.text -ngl 8 -m ../Models/RP_Models/The-True-Abomination-24B-bf16.gguf -o ../Models/RP_Models/The-True-Abomination-24B-imatrix.dat --chunks 32 --in-file ../Models/RP_Models/virt-io_The-True-Abomination-24B-imatrix.dat --in-file ../Models/RP_Models/batowski_The-True-Abomination-24B-imatrix.dat

Avg. ppl. for Mistral-Small Models: ~5-6