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Foundation Sec 8B Instruct Heretic by e12ex2

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Foundation Sec 8B Instruct Heretic is an open-source language model by e12ex2. Features: 8b LLM, VRAM: 16.1GB, Context: 128K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.33.

  Arxiv:2504.21039   Abliterated Base model:fdtn-ai/foundation-... Base model:finetune:fdtn-ai/fo...   Conversational   Cybersecurity   En   Endpoints compatible   Gguf   Heretic   Instruct   Llama   Llama-3.1   Region:us   Safetensors   Security   Sharded   Tensorflow   Threat-intelligence   Uncensored
Model Card on HF 🤗: https://huggingface.co/e12ex2/Foundation-Sec-8B-Instruct-heretic 

Foundation Sec 8B Instruct Heretic Benchmarks

LLME Score: 0.32513
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Foundation Sec 8B Instruct Heretic (e12ex2/Foundation-Sec-8B-Instruct-heretic)
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Foundation Sec 8B Instruct Heretic Parameters and Internals

LLM NameFoundation Sec 8B Instruct Heretic
Repository 🤗https://huggingface.co/e12ex2/Foundation-Sec-8B-Instruct-heretic 
Base Model(s)  Foundation Sec 8B Instruct   fdtn-ai/Foundation-Sec-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2026-07-04
Maintainere12ex2
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version5.12.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size128384

Best Alternatives to Foundation Sec 8B Instruct Heretic

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Context / RAM
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...otron 8B UltraLong 4M Instruct4192K / 32.1 GB230121
UltraLong Thinking4192K / 16.1 GB73
...a 3.1 8B UltraLong 4M Instruct4192K / 32.1 GB17624
...a 3.1 8B UltraLong 2M Instruct2096K / 32.1 GB8759
...otron 8B UltraLong 2M Instruct2096K / 32.1 GB6418
Cthulhu 8B V1.41048K / 16.1 GB129
...raLong 1M Instruct Abliterated1048K / 32.1 GB729
...a 3.1 8B UltraLong 1M Instruct1048K / 32.1 GB138729
...otron 8B UltraLong 1M Instruct1048K / 32.1 GB74759
Zero Llama 3.1 8B Beta61048K / 16.1 GB91

Rank the Foundation Sec 8B Instruct Heretic Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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