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Ai Medical Model 32bit by ruslanmv

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  32bit   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational Dataset:ruslanmv/ai-medical-da...   En   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Ruslanmv   Safetensors   Sharded   Tensorflow   Trl

Ai Medical Model 32bit Benchmarks

ARC: 61.43 vs 96.7 (so35)-36.5%
HellaSwag: 78.69 vs 95.3 (gpt4)-17.4%
MMLU: 68.1 vs 88.3 (so35)-22.9%
TruthfulQA: 51.99 vs 59 (gpt4)-11.9%
WinoGrande: 75.77 vs 87.5 (gpt4)-13.4%
GSM8K: 70.05 vs 96.4 (so35)-27.3%
LLME Score: 0.27662
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Ai Medical Model 32bit Parameters and Internals

LLM NameAi Medical Model 32bit
Repository 🤗https://huggingface.co/ruslanmv/ai-medical-model-32bit 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM42.6 GB
Updated2024-09-07
Maintainerruslanmv
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   4.9 GB: 1-of-7   3.4 GB: 2-of-3   4.8 GB: 2-of-7   2.1 GB: 3-of-3   5.0 GB: 3-of-7   5.0 GB: 4-of-7   4.8 GB: 5-of-7   5.0 GB: 6-of-7   2.6 GB: 7-of-7   0.0 GB
Supported Languagesen
Quantization Type32bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typefloat32
Ai Medical Model 32bit (ruslanmv/ai-medical-model-32bit)

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Rank the Ai Medical Model 32bit 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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