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Writing Roleplay 20K Context Nemo 12B V1.0 by openerotica

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Writing Roleplay 20K Context Nemo 12B V1.0 is an open-source language model by openerotica. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, LLM Explorer Score: 0.16.

  Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/openerotica/writing-roleplay-20k-context-nemo-12b-v1.0 

Writing Roleplay 20K Context Nemo 12B V1.0 Benchmarks

LLME Score: 0.15689
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Writing Roleplay 20K Context Nemo 12B V1.0 (openerotica/writing-roleplay-20k-context-nemo-12b-v1.0)
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Writing Roleplay 20K Context Nemo 12B V1.0 Parameters and Internals

Model Type 
Causal Language Model
Use Cases 
Areas:
Storywriting, Roleplay
Applications:
Roleplay simulations, Long-context story development
Primary Use Cases:
Text-based roleplay scenarios, Storytelling assistance
Additional Notes 
Model extends conversations up to 20k tokens with plans for further increase.
Training Details 
Data Sources:
openerotica/mixed-rp, anthracite-org/stheno-filtered-v1.1, anthracite-org/kalo_misc_part2, anthracite-org/kalo_opus_misc_240827, anthracite-org/kalo-opus-instruct-22k-no-refusal, Chaser-cz/sonnet35-charcard-roleplay-sharegpt, jondurbin/airoboros-3.2
Methodology:
Generated storywriting and roleplay data with multi-turn conversations, reinforced with Command-R-Plus for longer contexts and broader datasets.
Context Length:
20000
Model Architecture:
Mistral-based model with adaptations for long-context roleplaying.
Input Output 
Input Format:
Chat-based multi-turn roleplaying prompts
Accepted Modalities:
Text
Output Format:
Coherent textual replies with a focus on narrative and roleplay
LLM NameWriting Roleplay 20K Context Nemo 12B V1.0
Repository 🤗https://huggingface.co/openerotica/writing-roleplay-20k-context-nemo-12b-v1.0 
Model Size12b
Required VRAM24.5 GB
Updated2026-05-24
Maintaineropenerotica
Model Typemistral
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   4.9 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Context Length1024000
Model Max Length1024000
Transformers Version4.45.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size131074
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than openerotica/writing-roleplay-20k-context-nemo-12b-v1.0.

Rank the Writing Roleplay 20K Context Nemo 12B V1.0 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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