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Rogue Rose 103B V0.2 AWQ by TheBloke

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Rogue Rose 103B V0.2 AWQ is an open-source language model by TheBloke. Features: 103b LLM, VRAM: 54.4GB, Context: 4K, License: llama2, Quantized, LLM Explorer Score: 0.11.

  Arxiv:2307.11760   4-bit   Awq Base model:quantized:sophosymp... Base model:sophosympatheia/rog...   Deploy:azure   En   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TheBloke/Rogue-Rose-103b-v0.2-AWQ 

Rogue Rose 103B V0.2 AWQ Benchmarks

LLME Score: 0.10901
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Rogue Rose 103B V0.2 AWQ (TheBloke/Rogue-Rose-103b-v0.2-AWQ)
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Rogue Rose 103B V0.2 AWQ Parameters and Internals

Model Type 
llama
Use Cases 
Primary Use Cases:
roleplaying, storytelling
Limitations:
It still struggles with scene logic sometimes.
Considerations:
The model roleplays and tells stories well but may perform variably on other tasks.
Additional Notes 
A frankenmerge model inspired by or descended from the xwin-stellarbright-erp-70b-v2 model. Performs well at 8192 context length with 120 layers and an approximate size of 103 billion parameters.
Supported Languages 
en (English)
Training Details 
Context Length:
8192
Model Architecture:
frankenmerge of two custom 70b merges
Input Output 
Input Format:
'This is very important to my career' is from [this paper](https://arxiv.org/abs/2307.11760).
Accepted Modalities:
text
Output Format:
Generates text as a creative and attentive AI assistant roleplaying different characters.
Performance Tips:
Use the Min-P sampler method. Supports high temperatures and benefits from higher repetition and presence penalties.
LLM NameRogue Rose 103B V0.2 AWQ
Repository 🤗https://huggingface.co/TheBloke/Rogue-Rose-103b-v0.2-AWQ 
Model NameRogue Rose 103B v0.2
Model CreatorSophosympatheia
Base Model(s)  sophosympatheia/Rogue-Rose-103b-v0.2   sophosympatheia/Rogue-Rose-103b-v0.2
Model Size103b
Required VRAM54.4 GB
Updated2025-12-22
MaintainerTheBloke
Model Typellama
Model Files  9.9 GB: 1-of-6   9.9 GB: 2-of-6   9.9 GB: 3-of-6   10.0 GB: 4-of-6   9.9 GB: 5-of-6   4.8 GB: 6-of-6
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Rogue-Rose-103b-v0.2-AWQ.

Rank the Rogue Rose 103B V0.2 AWQ 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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