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EverythingLM 13B V3 Peft by totally-not-an-llm

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EverythingLM 13B V3 Peft is an open-source language model by totally-not-an-llm. Features: 13b LLM, VRAM: 0.5GB, HF Score: 54.2, LLM Explorer Score: 0.12, Arc: 58.4, HellaSwag: 81, MMLU: 54.7, TruthfulQA: 53, WinoGrande: 72.9, GSM8K: 5.5.

  4-bit   Adapter Base model:adapter:nousresearc... Base model:nousresearch/llama-...   Bitsandbytes   Finetuned   Llama   Lora   Peft   Region:us
Model Card on HF 🤗: https://huggingface.co/totally-not-an-llm/EverythingLM-13b-V3-peft 

EverythingLM 13B V3 Peft Benchmarks

ARC: 58.36 vs 96.7 (so35)-39.6%
HellaSwag: 81.03 vs 95.3 (gpt4)-15%
MMLU: 54.7 vs 88.3 (so35)-38.1%
TruthfulQA: 52.98 vs 59 (gpt4)-10.2%
WinoGrande: 72.85 vs 87.5 (gpt4)-16.7%
GSM8K: 5.53 vs 96.4 (so35)-94.3%
LLME Score: 0.11896
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EverythingLM 13B V3 Peft (totally-not-an-llm/EverythingLM-13b-V3-peft)
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EverythingLM 13B V3 Peft Parameters and Internals

LLM NameEverythingLM 13B V3 Peft
Repository 🤗https://huggingface.co/totally-not-an-llm/EverythingLM-13b-V3-peft 
Base Model(s)  Llama 2 13B Hf   NousResearch/Llama-2-13b-hf
Model Size13b
Required VRAM0.5 GB
Updated2025-09-23
Maintainertotally-not-an-llm
Model Files  0.5 GB
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|k_proj|o_proj|gate_proj|up_proj|v_proj|down_proj
LoRA Alpha16
LoRA Dropout0.05
R Param32

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Note: green Score (e.g. "73.2") means that the model is better than totally-not-an-llm/EverythingLM-13b-V3-peft.

Rank the EverythingLM 13B V3 Peft 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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