saidutta69/Ministral-8B-Instruct-heretic

AI model by saidutta69

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A decensored variant of mistralai/Ministral-8B-Instruct-2410, produced with Heretic v1.4.0 (directional ablation / "abliteration"). Refusal behaviour is suppressed via targeted weight edits to the attention output and MLP down-projections rather than fine-tuning, so the multilingual ability, the code and math scores, and function calling are left intact. Who this is for: people who want a strong multilingual 8B that answers instead of declining, on hardware they already own. This is the best abliteration result recorded in this collection: refusals drop from 91/100 to 3/100 while KL divergence stays at 0.0149, so the edit removed almost all of the refusal behaviour without meaningfully moving the model. Ministral 8B Instruct is genuinely good at code and function calling for its size (HumanEval 76.8, Math maj@1 54.5, internal function-calling bench 31.6) and covers ten languages. Best for local coding assistants, multilingual chat, and tool-calling agents on a single 24 GB card or on CPU…

saidutta69/Ministral-8B-Instruct-heretic on Hugging Face A short preview, not the full document.

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Inside the original model card — Document outline
  1. Ministral-8B-Instruct-heretic
  2. Runs on your gaming PC
  3. Abliteration parameters
  4. Performance
  5. Base model benchmarks
  6. Why abliteration instead of fine-tuning
  7. Files
  8. Safetensors
  9. GGUF quantizations
  10. Quickstart
  11. Model details
  12. About Ministral 8B

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Model overview

saidutta69/Ministral-8B-Instruct-heretic is a task-unspecified model repository published by saidutta69 on Hugging Face. The source reports the vllm library.

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Model facts

Task
Not reported
Library
vllm
Recent downloads (30 days)
0
Cumulative likes
0
Hugging Face trending score
0
Reported safetensors parameters
8,019,808,256
Architecture
MinistralForCausalLM
License
other
Access
Not gated by Hugging Face
Created
2026-10-15T06:35:56.000Z
Last modified
2026-10-15T06:37:20.000Z

Compatibility and lineage

Reported languages: en, fr, de, es, it, pt, zh, ja, ru, ko

Base-model lineage was not included.

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Source: Hugging Face Hub. Metadata observed 2026-10-15T06:42:18.893Z. Daily imports are snapshots, not real-time monitoring.

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