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Llama 3.1 8B Instruct Ortho V7 by lodrick-the-lafted

 »  All LLMs  »  lodrick-the-lafted  »  Llama 3.1 8B Instruct Ortho V7   URL Share it on

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  Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/lodrick-the-lafted/llama-3.1-8b-instruct-ortho-v7 

Llama 3.1 8B Instruct Ortho V7 Benchmarks

MMLU Pro: 10.82
GPQA: 3.02
MUSR: 4.73
BBH: 14.44
IFEval: 35.15 vs 88 (so35)-60.1%
MATH Lvl 5: 1.81
LLME Score: 0.24125
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 8B Instruct Ortho V7 (lodrick-the-lafted/llama-3.1-8b-instruct-ortho-v7)

Llama 3.1 8B Instruct Ortho V7 Parameters and Internals

Model Type 
text generation
Additional Notes 
Each attempt uses different vectors and varies in refusal boundaries. The method requires filtering for interesting control vectors.
Release Notes 
Version:
v3
Notes:
Attempt at orthogonalization of llama-3.1-8b-instruct using a method from 'Mechanistically Eliciting Latent Behaviors in Language Models'.
Version:
v4
Notes:
Continued attempts with different vectors. Minor variations in refusal boundaries.
Version:
v5
Notes:
Further variations attempting orthogonalization.
Version:
v6
Notes:
Additional orthogonalization attempts.
Version:
v7
Notes:
Latest in the series of orthogonalization adjustments with continued issues in jailbreaking.
LLM NameLlama 3.1 8B Instruct Ortho V7
Repository 🤗https://huggingface.co/lodrick-the-lafted/llama-3.1-8b-instruct-ortho-v7 
Model Size8b
Required VRAM16.1 GB
Updated2025-01-16
Maintainerlodrick-the-lafted
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
Model ArchitectureLlamaForCausalLM
Licensewtfpl
Context Length131072
Model Max Length131072
Transformers Version4.44.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than lodrick-the-lafted/llama-3.1-8b-instruct-ortho-v7.

Rank the Llama 3.1 8B Instruct Ortho V7 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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