Cosmosage V3 by Tijmen2

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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

Cosmosage V3 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Cosmosage V3 Parameters and Internals

Model Type
text-generation
Additional Notescosmosage-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 ๐Ÿค—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
Updated2024-11-09
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
Cosmosage V3 (Tijmen2/cosmosage-v3)

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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

๐Ÿ†˜ 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! ๐ŸŒŸ

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 v20241110