saidutta69/Ministral-8B-Instruct-heretic
AI model by saidutta69
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Model card & documentation
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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…
Read the full model card ↗ · Preview checked 2026-10-27T21:40:47.252Z
Inside the original model card — Document outline
- Ministral-8B-Instruct-heretic
- Runs on your gaming PC
- Abliteration parameters
- Performance
- Base model benchmarks
- Why abliteration instead of fine-tuning
- Files
- Safetensors
- GGUF quantizations
- Quickstart
- Model details
- 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.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
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.
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-15T06:42:18.893Z. Daily imports are snapshots, not real-time monitoring.
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