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Palmyra Med 20B by Writer

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Palmyra Med 20B is an open-source language model by Writer. Features: 20b LLM, VRAM: 40.6GB, License: apache-2.0, HF Score: 44.7, Arc: 46.9, HellaSwag: 73.5, MMLU: 44.3, TruthfulQA: 35.5, WinoGrande: 65.4, GSM8K: 2.7.

  En   Endpoints compatible   Gpt2   Medical   Palmyra   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Writer/palmyra-med-20b 

Palmyra Med 20B Benchmarks

ARC: 46.93 vs 96.7 (so35)-51.5%
HellaSwag: 73.51 vs 95.3 (gpt4)-22.9%
MMLU: 44.34 vs 88.3 (so35)-49.8%
TruthfulQA: 35.47 vs 59 (gpt4)-39.9%
WinoGrande: 65.35 vs 87.5 (gpt4)-25.3%
GSM8K: 2.65 vs 96.4 (so35)-97.3%
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Palmyra Med 20B (Writer/palmyra-med-20b)
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Palmyra Med 20B Parameters and Internals

LLM NamePalmyra Med 20B
Repository 🤗https://huggingface.co/Writer/palmyra-med-20b 
Model Size20b
Required VRAM40.6 GB
Updated2026-03-27
MaintainerWriter
Model Typegpt2
Model Files  9.9 GB: 1-of-5   10.0 GB: 2-of-5   10.0 GB: 3-of-5   10.0 GB: 4-of-5   0.7 GB: 5-of-5
Supported Languagesen
Model ArchitectureGPT2LMHeadModel
Licenseapache-2.0
Model Max Length2048
Transformers Version4.30.0.dev0
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|endoftext|>
End of Sentence Token<|endoftext|>
Unk Token<|endoftext|>
Vocabulary Size50259
Torch Data Typefloat16
Activation Functiongelu
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Writer/palmyra-med-20b.

Rank the Palmyra Med 20B 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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