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Chaifighter 20B V3 by matchaaaaa

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Chaifighter 20B V3 is an open-source language model by matchaaaaa. Features: 11b LLM, VRAM: 77.8GB, Context: 4K, License: apache-2.0, LLM Explorer Score: 0.15.

  Autotrain compatible Base model:merge:sao10k/fimbul... Base model:sao10k/fimbulvetr-1...   Endpoints compatible   Llama   Merge   Mergekit   Mistral   Region:us   Roleplay   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/matchaaaaa/Chaifighter-20B-v3 

Chaifighter 20B V3 Benchmarks

LLME Score: 0.15257
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Chaifighter 20B V3 (matchaaaaa/Chaifighter-20B-v3)
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Chaifighter 20B V3 Parameters and Internals

Model Type 
text generation
Additional Notes 
Model was created using a combination of models, employing specific layer ranges and merging methods to enhance performance and mitigate stack damage issues.
Training Details 
Methodology:
Passthrough and linear merging methods using mergekit.
Context Length:
4096
Model Architecture:
Frankenmerge blend using input and output layers from different models.
Input Output 
Input Format:
Alpaca/Alpaca-based
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Temperature: 1.0 to 1.25, Min-P: 0.05 to 0.1, Repetition Penalty: 1.05 to 1.1, Rep. Penalty Range: 256 or 512.
LLM NameChaifighter 20B V3
Repository 🤗https://huggingface.co/matchaaaaa/Chaifighter-20B-v3 
Base Model(s)  Fimbulvetr 11B V2   Sao10K/Fimbulvetr-11B-v2
Model Size11b
Required VRAM77.8 GB
Updated2025-09-23
Maintainermatchaaaaa
Model Typellama
Model Files  4.8 GB: 1-of-16   5.0 GB: 2-of-16   5.0 GB: 3-of-16   4.9 GB: 4-of-16   5.0 GB: 5-of-16   5.0 GB: 6-of-16   5.0 GB: 7-of-16   5.0 GB: 8-of-16   5.0 GB: 9-of-16   5.0 GB: 10-of-16   4.9 GB: 11-of-16   5.0 GB: 12-of-16   5.0 GB: 13-of-16   5.0 GB: 14-of-16   5.0 GB: 15-of-16   3.2 GB: 16-of-16
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.45.0.dev0
Vocabulary Size32000
Torch Data Typefloat32

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Context / RAM
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Llama 3 Synatra 11B V1 20K20K / 23 GB69
Fimbulvetr 11B V2.1 16K16K / 21.4 GB14117
Moistral 11B V28K / 21.4 GB5921
Narumashi 11B V0.98K / 21.4 GB541
Moistral 11B V38K / 21.4 GB67108
Moistral 11B V5c8K / 21.4 GB531
Moistral 11B V5d E48K / 21.4 GB151
Note: green Score (e.g. "73.2") means that the model is better than matchaaaaa/Chaifighter-20B-v3.

Rank the Chaifighter 20B V3 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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