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Phi 3 Mini 128K Instruct Abliterated V3 by failspy

 »  All LLMs  »  failspy  »  Phi 3 Mini 128K Instruct Abliterated V3   URL Share it on

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  Autotrain compatible   Code   Conversational   Custom code   Endpoints compatible   Instruct   Multilingual   Phi3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/failspy/Phi-3-mini-128k-instruct-abliterated-v3 

Phi 3 Mini 128K Instruct Abliterated V3 Benchmarks

LLME Score: 0.22075
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Mini 128K Instruct Abliterated V3 (failspy/Phi-3-mini-128k-instruct-abliterated-v3)

Phi 3 Mini 128K Instruct Abliterated V3 Parameters and Internals

Model Type 
text-generation
Use Cases 
Primary Use Cases:
Research, Understanding orthogonalization effects
Limitations:
Model may refuse certain tasks due to inherent limitations, despite orthogonalization.
Additional Notes 
The model has had certain weights manipulated to inhibit refusal capabilities while maintaining original model behavior. Known to have quirks due to novel methodology.
Supported Languages 
multilingual ()
Training Details 
Methodology:
Orthogonalized bfloat16 safetensor weights. Ablation method based on single direction control of refusal features.
Model Architecture:
Inherits from original 70B instruct model with refusal directions orthogonalized out.
LLM NamePhi 3 Mini 128K Instruct Abliterated V3
Repository 🤗https://huggingface.co/failspy/Phi-3-mini-128k-instruct-abliterated-v3 
Model Size3.8b
Required VRAM7.7 GB
Updated2024-12-21
Maintainerfailspy
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.42.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than failspy/Phi-3-mini-128k-instruct-abliterated-v3.

Rank the Phi 3 Mini 128K Instruct Abliterated V3 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 v20241217
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