✨ Orion-7B
Orion is based on alpaca-7B, further trained on the latest deep learning papers published at notable conferences with various PEFT methods. It is made available under the Apache 2.0 license.
Paper coming soon 😊.
What is so special about Orion?
- Comprehensive performance analysis of PEFT methods for knowledge editing
- Novel framekwork for effective knowledge editing dataset generation
- Large knowledge editing dataset from recent deep learning papers published in top conferences
⚠️ This is a raw, fine-tuned model, which should be further instruction-tuned for production level performance.
💥 Orion LLM requires PyTorch 2.0
You will need at least 20-25GB of memory to swiftly run inference with Orion-7B.
Model Details
Model Description
- Developed by: AttentionX;
- Base model: alpaca-7B;
- Training method: LoRA, llama-adapter, llama-adapterV2, full fine-tuning
- Language(s) (NLP): English;
- License: Apache 2.0 license.
Model Source
Training Details
Paper coming soon 😊.
Evaluation
Paper coming soon.
Test Inference
- What is GPT-4?
- llama
- GPT-4 is a neural network model built by OpenAI, a non-profit artificial intelligence research organization founded in 2015 by Elon Musk, Sam Altman and other industry leaders.
- Orion
- GPT-4 is a large-scale, multimodal model that can accept image and text inputs and produce text outputs. It is a language model developed by OpenAI. The GPT-4 base model has a larger model size and can accept image and text inputs
- What is the lowest score GPT-4 achieved in AP Calculus BC?
- llama
- The lowest score achieved is 60%
- Orion
- The lowest score achieved in AP Calculus BC (MCQ) is 33.33%
Hardware
Orion was trained on a single a100
License
Orion is made available under the Apache 2.0 license.
Contact
