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MiS Firefly V0.2 22B by invisietch

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MiS Firefly V0.2 22B is an open-source language model by invisietch. Features: 22b LLM, VRAM: 44.5GB, Context: 32K, License: other, Merged, LLM Explorer Score: 0.24.

  Merged Model   Autotrain compatible   Axolotl   Conversational   En   Endpoints compatible   Mistral   Model-index   Not-for-all-audiences   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/invisietch/MiS-Firefly-v0.2-22B 

MiS Firefly V0.2 22B Benchmarks

MMLU Pro: 29.11
GPQA: 7.27
MUSR: 17.81
BBH: 36.08
IFEval: 53.71 vs 88 (so35)-39%
MATH Lvl 5: 16.54
LLME Score: 0.24193
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MiS Firefly V0.2 22B (invisietch/MiS-Firefly-v0.2-22B)
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MiS Firefly V0.2 22B Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
creative writing, roleplay
Additional Notes 
Fix for the quantization issue in Firefly v0.1. Largely uncensored, supports context up to 32,768 tokens.
Training Details 
Data Volume:
474 million token text completion dataset + 172 million token instruct dataset
Methodology:
Finetune with coherence, decensorship & roleplay
Context Length:
32768
Training Time:
32 hours on 4x Nvidia A100 80GB
Hardware Used:
4x Nvidia A100 80GB
LLM NameMiS Firefly V0.2 22B
Repository 🤗https://huggingface.co/invisietch/MiS-Firefly-v0.2-22B 
Merged ModelYes
Model Size22b
Required VRAM44.5 GB
Updated2025-09-23
Maintainerinvisietch
Model Typemistral
Model Files  3.9 GB: 1-of-12   3.9 GB: 2-of-12   3.9 GB: 3-of-12   3.9 GB: 4-of-12   3.9 GB: 5-of-12   3.9 GB: 6-of-12   3.9 GB: 7-of-12   3.9 GB: 8-of-12   3.9 GB: 9-of-12   3.9 GB: 10-of-12   3.9 GB: 11-of-12   1.6 GB: 12-of-12
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32768
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than invisietch/MiS-Firefly-v0.2-22B.

Rank the MiS Firefly V0.2 22B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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