You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Cosmic-Combo1

⚠️ Status: Under Active Development & Experimental Lab Environment
This repository hosts the architectural metadata, dataset mappings, and conceptual framework for an upcoming fine-tuned cosmological model. Active local training configurations are currently being established.

Model Description

Cosmic-Combo1 is an experimental fine-tune of [adammoss/Llama-3.1-8B-Cosmology], specifically targeted toward advanced logical reasoning in celestial mechanics, astrophysical data interpretation, and cosmic structure simulation. By grounding the robust cross-modal architecture of Gemma 4 with specialized cosmic datasets, this model aims to serve as an open assistant for analyzing complex cosmological questions.

Developed by: JaySC
Model type: Decoder-only Transformer (Llama)
Language(s) (NLP): English
License: Apache 2.0
Base Model: [https://huggingface.co/adammoss/Llama-3.1-8B-Cosmology] from [https://huggingface.co/meta-llama/Llama-3.1-8B]

Concept Blueprint

The primary objective of this project is to explore how specialized datasets shape advanced structural logic when injected into top-tier open architectures.

A twin iteration using Qwen as a separate, parallel baseline is planned for future development to allow for a direct comparative evaluation between the two architectural frameworks.

Training Data & Methodology

This model links directly to specialized cosmological research repositories compiled for targeted knowledge ingestion:

Synthetic-VQA-Cosmology-Astrophysics-Planc: Tailored visual-question-answering structures focusing on astrophysics and Planck-scale phenomena.

Hyperparameters & Infrastructure (Planned)

Framework: PyTorch / Hugging Face Transformers / PEFT (LoRA)
Target Environment: Python compilation layer utilizing lightweight compute frameworks, or scalable multi-GPU notebooks for heavy weight generation.

Intentions & Ethical Use

Intended Use

This model is built exclusively for research, education, and experimental data interpretation in the field of space sciences and theoretical physics.

Limitations

As an un-converged checkpoint, outputs may contain algorithmic hallucinations or physical inaccuracies regarding complex orbital mechanics or mathematical equations. All analytical outputs should be cross-verified against established academic literature.

Attribution & Citations

This work is entirely dependent upon, and deeply grateful to, the open weights and research contributions provided by the global AI and astronomy communities:

Base Architecture: Developed by Meta ([https://huggingface.co/meta-llama/Llama-3.1-8B].
Data Collections: Curated and synthetically engineered by open community science repositories hosted on Hugging Face.

Downloads last month: -; Downloads are not tracked for this model. How to track

Inference Providers NEW

This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for JaySc/Cosmic-Combo1

Base model

meta-llama/Llama-3.1-8B

Finetuned

adammoss/Llama-3.1-8B-Cosmology