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Palmer 003 by appvoid

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Palmer 003 is an open-source language model by appvoid. Features: 1.1b LLM, VRAM: 2.2GB, Context: 2K, License: apache-2.0, Quantized, HF Score: 36.8, LLM Explorer Score: 0.27, ELO: 1136, Arc: 34.5, HellaSwag: 59.4, MMLU: 25.9, TruthfulQA: 37.1, WinoGrande: 62.7, GSM8K: 1.2.

  Conversational   Doi:10.57967/hf/1937   En   Endpoints compatible   Es   Fr   Gguf   Llama   Merge   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/appvoid/palmer-003 

Palmer 003 Benchmarks

LMSys ELO: 1136 vs 1272 (so35)-10.7%
ARC: 34.47 vs 96.7 (so35)-64.4%
HellaSwag: 59.41 vs 95.3 (gpt4)-37.7%
MMLU: 25.94 vs 88.3 (so35)-70.6%
TruthfulQA: 37.06 vs 59 (gpt4)-37.2%
WinoGrande: 62.67 vs 87.5 (gpt4)-28.4%
GSM8K: 1.21 vs 96.4 (so35)-98.7%
LLME Score: 0.27092
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Palmer 003 (appvoid/palmer-003)
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Palmer 003 Parameters and Internals

Model Type 
language model, text generation
Additional Notes 
palmer-003 is appvoid's latest attempt at creating a small, high-performing general language model. Modeled for efficiency and versatility.
Supported Languages 
en (full), es (full), fr (full)
LLM NamePalmer 003
Repository 🤗https://huggingface.co/appvoid/palmer-003 
Model Size1.1b
Required VRAM2.2 GB
Updated2026-04-06
Maintainerappvoid
Model Typellama
Model Files  2.2 GB   2.2 GB
Supported Languagesen es fr
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Rank the Palmer 003 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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