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Cosmosage V3 by Tijmen2

 »  All LLMs  »  Tijmen2  »  Cosmosage V3   URL Share it on

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  Arxiv:2407.04420   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   Cosmology   Dataset:teknium/openhermes-2.5   En   Endpoints compatible   Llama   Physics   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Tijmen2/cosmosage-v3 

Cosmosage V3 Benchmarks

MMLU Pro: 16.51
GPQA: 4.36
MUSR: 10.69
BBH: 22.69
IFEval: 44.82 vs 88 (so35)-49.1%
MATH Lvl 5: 5.06
LLME Score: 0.24369
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cosmosage V3 (Tijmen2/cosmosage-v3)

Cosmosage V3 Parameters and Internals

Model Type 
text-generation
Additional Notes 
cosmosage-v3 is a natural-language cosmology assistant that excels in Q&A mode.
Training Details 
Data Sources:
cosmology papers and textbooks, synthetically-generated question-answer pairs, OpenHermes 2.5 dataset
Methodology:
Continued pretraining and fine-tuning on synthetic data
Hardware Used:
4xA100 (40 GB) GPUs at Gadi supercomputer
LLM NameCosmosage V3
Repository 🤗https://huggingface.co/Tijmen2/cosmosage-v3 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerTijmen2
Model Typellama
Model Files  16.1 GB   16.1 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length8192
Model Max Length8192
Transformers Version4.41.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Tijmen2/cosmosage-v3.

Rank the Cosmosage V3 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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