androlike/astramix_l2_7b

Astramix L2 7B Overview

Astramix L2 7B is a 7 billion parameter language model developed by androlike, created through a multi-stage merging process. It combines several Llama-2-7b finetune models using the ties-merge method, followed by additional LoRA merges with a script from zarakiquemparte. The base model for this merge is Llama-2-7B-fp16.

Key Capabilities

• Roleplay: Demonstrates strong capabilities in generating roleplay-oriented content.
• Censorship: Exhibits minimal censorship, allowing for a broader range of generated text.
• Merged Architecture: Built upon a foundation of diverse Llama-2-7b finetunes including Nous-Hermes, Airoboros, Orca Mini, Platypus2, and Tulpar, further enhanced by limarp-llama2-v2 and airoboros-lmoe-7b-2.1 LoRAs.

Limitations and Usage

• Reasoning: Due to its parameter limitations, the model exhibits poor quality reasoning.
• Bias: Can generate heavily biased output, potentially unsuitable for minors or general audiences, partly due to the inclusion of limarp in the merge.
• Instruction Format: It is suggested to use the Alpaca instruct format for optimal prompting:

  ### Instruction:
  (your instruct prompt is here)
  ### Response:

Good For

• Creative Roleplay: Ideal for applications requiring engaging and dynamic roleplaying interactions.
• Exploratory Text Generation: Suitable for users who need a model with less inherent censorship for diverse content creation.
• Research and Experimentation: Useful for developers and researchers exploring merged model architectures and their specific performance characteristics.