Mistral-7B-Instruct-v0.3-abliterated-GGUF – AI Model by noctrex | AlphaNeural AI

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noctrex/
Mistral-7B-Instruct-v0.3-abliterated-GGUF

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text-generation

mistralai/Mistral-7B-Instruct-v0.3

endpoints_compatible

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This is a abliterated version of Mistral-7B-Instruct-v0.3, made using Heretic

The quantizations were created using an imatrix merged from text_en_large and harmful.txt to leverage the abliterated nature of the model.

It's an older model, sir, but it checks out

Performance

Metric	This model	Original model
KL divergence	0.15	0 (by definition)
Refusals	3/100	85/100

Analysis against the original model:

Total Tensors: 291
Tensors with Diffs: 47 (16.2%)
Average % Diff: 6.99%
Median % Diff: 0.00%
Min/Max % Diff: 0.00% / 46.77%
Std Dev % Diff: 15.97%
Skewness % Diff: 1.86
Avg L2 Norm: 144619.57
Tensors with >5% diff: 47
Top differences:
- blk.14.attn_output.weight ((4096, 8192), L2: 669167.94): 46.77%
- blk.13.attn_output.weight ((4096, 8192), L2: 667456.52): 46.51%
- blk.16.attn_output.weight ((4096, 8192), L2: 667644.60): 46.46%
- blk.12.attn_output.weight ((4096, 8192), L2: 664339.15): 46.03%
- blk.15.attn_output.weight ((4096, 8192), L2: 664117.46): 45.94%

Tensor Difference Distribution

Tensor Charts