Update README.md

README.md

@@ -1,3 +1,127 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+language:
+- en
+base_model:
+- Qwen/Qwen3-Next-80B-A3B-Instruct
+base_model_relation: finetune
+library_name: transformers
+tags:
+- qwen3
+- qwen
+- vanta-research
+- atom
+- collaborative-ai
+- collaboration
+- conversational-ai
+- conversational
+- alignment
+- chat
+- chatbot
+- reasoning
+- friendly
+---
+
+<div align="center">
+
+![vanta_trimmed](https://cdn-uploads.huggingface.co/production/uploads/686c460ba3fc457ad14ab6f8/hcGtMtCIizEZG_OuCvfac.png)
+  
+  <h1>VANTA Research</h1>
+    
+  <p><strong>Independent AI research lab building safe, resilient language models optimized for human-AI collaboration</strong></p>
+  
+  <p>
+    <a href="https://vantaresearch.xyz"><img src="https://img.shields.io/badge/Website-vantaresearch.xyz-black" alt="Website"/></a>
+    <a href="https://merch.vantaresearch.xyz"><img src="https://img.shields.io/badge/Merch-merch.vantaresearch.xyz-sage" alt="Merch"/></a>
+    <a href="https://x.com/vanta_research"><img src="https://img.shields.io/badge/@vanta_research-1DA1F2?logo=x" alt="X"/></a>
+    <a href="https://github.com/vanta-research"><img src="https://img.shields.io/badge/GitHub-vanta--research-181717?logo=github" alt="GitHub"/></a>
+  </p>
+</div>
+
+
+---
+# Atom-80B
+
+## Overview
+
+Atom-80B is a state-of-the-art language model fine-tuned on the Qwen3 80B Next base, optimized for high-fidelity reasoning, collaborative interaction, and cognitive extension. Atom-80B is designed to be friendly, enthusiastic, and collaboration-first. 
+
+This model is a continuation of Project Atom from VANTA Research, which aims to scale the Atom persona from 4B-400B+. This model is the 5th in the Project Atom series.
+
+Key strengths:
+- Complex, multi-step reasoning
+- Collaborative task execution and agentic workflows
+- Stable, flavorful persona alignment
+- Optimized inference efficiency
+
+---
+
+## Training and Data
+
+### Base Model
+- **Qwen3 80B Next**: A leading foundation model with robust multilingual and coding capabilities.
+
+### Fine-Tuning Datasets
+Atom-80B was fine-tuned on the same high-quality datasets as the smaller Atom variants, including:
+- Collaborative exploration and brainstorming
+- Research synthesis and question formulation
+- Technical explanation at varying complexity levels
+- Lateral thinking and creative problem-solving
+- Empathetic and supportive dialogue patterns
+
+## Intended Use
+
+### Primary Applications
+
+- **Collaborative Brainstorming:** Generating diverse ideas and building iteratively on user suggestions
+- **Research Assistance:** Synthesizing information, identifying key arguments, and formulating research questions
+- **Technical Explanation:** Simplifying complex concepts across difficulty levels (including ELI5)
+- **Code Discussion:** Exploring implementation approaches, debugging strategies, and architectural decisions
+- **Creative Problem-Solving:** Encouraging unconventional approaches and lateral thinking
+
+### Out-of-Scope Use
+
+This model shall not be used for:
+- High-stakes decision-making without human oversight
+- Medical, legal, or financial advice
+- Generation of harmful, biased, or misleading content
+- Applications requiring guaranteed factual accuracy
+
+## Usage
+
+### Installation
+```
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained("vanta-research/atom-80B", torch_dtype="auto")
+tokenizer = AutoTokenizer.from_pretrained("vanta-research/atom-80B")
+inputs = tokenizer("Explain quantum computing like I'm 10.", return_tensors="pt").to("cuda")
+outputs = model.generate(**inputs, max_new_tokens=256)
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))
+```
+## Ethical Considerations
+
+This model is designed to support exploration and learning, not to replace human judgment. Users should:
+
+- Verify factual claims against authoritative sources
+- Apply critical thinking to generated suggestions
+- Recognize the model's limitations in high-stakes scenarios
+- Be mindful of potential biases in outputs
+- Use responsibly in accordance with applicable laws and regulations
+
+## Citation
+
+```bibtex
+@misc{atom-80b,
+  title={Atom-80B: A Collaborative Thought Partner},
+  author={VANTA Research},
+  year={2026},
+  howpublished={https://huggingface.co/vanta-research/atom-80b}
+}
+```
+
+
+## Contact
+
+- Organization: hello@vantaresearch.xyz
+- Engineering/Design: tyler@vantaresearch.xyz