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Loyal Piano M7 by chargoddard

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Loyal Piano M7 is an open-source language model by chargoddard. Features: 7.2b LLM, VRAM: 14.5GB, Context: 32K, License: cc-by-nc-4.0, HF Score: 68.7, LLM Explorer Score: 0.13, Arc: 66.7, HellaSwag: 85, MMLU: 64.4, TruthfulQA: 60, WinoGrande: 79.1, GSM8K: 56.7.

  Dataset:chargoddard/rpguild   Dataset:lemonilia/limarp Dataset:openai/summarize from ... Dataset:pankajmathur/orca mini...   Dataset:pygmalionai/pippa   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/chargoddard/loyal-piano-m7 

Loyal Piano M7 Benchmarks

ARC: 66.72 vs 96.7 (so35)-31%
HellaSwag: 85.03 vs 95.3 (gpt4)-10.8%
MMLU: 64.43 vs 88.3 (so35)-27%
TruthfulQA: 60.03 vs 59 (gpt4)1.7%
WinoGrande: 79.08 vs 87.5 (gpt4)-9.6%
GSM8K: 56.71 vs 96.4 (so35)-41.2%
LLME Score: 0.13019
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Loyal Piano M7 (chargoddard/loyal-piano-m7)
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Loyal Piano M7 Parameters and Internals

Model Type 
roleplay, long-context recall
Additional Notes 
Experimenting with dataset ratios. Intended to be a roleplay-focused model with some smarts and good long-context recall. Currently the #4 7B model on the leaderboard as of 11/30/2023.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
pankajmathur/orca_mini_v1_dataset, openai/summarize_from_feedback, PygmalionAI/PIPPA, chargoddard/rpguild, lemonilia/LimaRP
Methodology:
Experimenting with dataset ratios. Intended to be a roleplay-focused model with some smarts and good long-context recall.
LLM NameLoyal Piano M7
Repository 🤗https://huggingface.co/chargoddard/loyal-piano-m7 
Model Size7.2b
Required VRAM14.5 GB
Updated2025-12-27
Maintainerchargoddard
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.6 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Loyal Piano M7

Model
Likes
Downloads
VRAM
Loyal Piano M7 GGUF41993 GB
Loyal Piano M7 AWQ154 GB

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Note: green Score (e.g. "73.2") means that the model is better than chargoddard/loyal-piano-m7.

Rank the Loyal Piano M7 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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