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ChanMalion by TehVenom

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ChanMalion is an open-source language model by TehVenom. Features: LLM, VRAM: 12.3GB, HF Score: 39.7, LLM Explorer Score: 0.11, Arc: 41.9, HellaSwag: 68.3, MMLU: 27.3, TruthfulQA: 33.9, WinoGrande: 65.4, GSM8K: 1.7.

  Endpoints compatible   Gptj   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/TehVenom/ChanMalion 

ChanMalion Benchmarks

ARC: 41.89 vs 96.7 (so35)-56.7%
HellaSwag: 68.25 vs 95.3 (gpt4)-28.4%
MMLU: 27.29 vs 88.3 (so35)-69.1%
TruthfulQA: 33.89 vs 59 (gpt4)-42.6%
WinoGrande: 65.35 vs 87.5 (gpt4)-25.3%
GSM8K: 1.67 vs 96.4 (so35)-98.3%
LLME Score: 0.11036
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ChanMalion (TehVenom/ChanMalion)
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ChanMalion Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
community-driven projects, experimentation
Limitations:
Potential bias due to training data, Not suitable for all conversational contexts
Considerations:
Caution advised in use due to mixed training data origins
Additional Notes 
Given its mixed training corpus, the model exhibits unique behavior influenced by the distinct datasets. The merging of 4Chan and Pygmalion-6b provides a wide range of conversational abilities, but biases from both datasets must be considered.
Training Details 
Data Sources:
4Chan posts, Pygmalion dataset
Methodology:
Intermediate merging of GPT-J trained on 4Chan data with Pygmalion-6b model
Model Architecture:
Transformer-based architecture
LLM NameChanMalion
Repository 🤗https://huggingface.co/TehVenom/ChanMalion 
Required VRAM12.3 GB
Updated2026-04-03
MaintainerTehVenom
Model Typegptj
Model Files  2.1 GB: 1-of-6   2.1 GB: 2-of-6   2.1 GB: 3-of-6   2.1 GB: 4-of-6   2.0 GB: 5-of-6   1.9 GB: 6-of-6
Model ArchitectureGPTJForCausalLM
Model Max Length1024
Transformers Version4.25.0.dev0
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|endoftext|>
End of Sentence Token<|endoftext|>
Unk Token<|endoftext|>
Vocabulary Size50400
Torch Data Typefloat16
Activation Functiongelu_new
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than TehVenom/ChanMalion.

Rank the ChanMalion 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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Release v20260328a
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