metadata
license: apache-2.0
language:
- en
- ja
tags:
- finetuned
library_name: transformers
pipeline_tag: text-generation
Our Models
Model Card for Ninja-v1.0
The Mistral-7B--based Large Language Model (LLM) is an noveldataset fine-tuned version of the Mistral-7B-v0.1
Ninja has the following changes compared to Mistral-7B-v0.1.
- Achieving both high quality Japanese and English generation
- Memory ability that does not forget even after long-context generation
This model was created with the help of GPUs from the first LocalAI hackathon.
We would like to take this opportunity to thank
List of Creation Methods
- Chatvector for multiple models
- Simple linear merging of result models
- Domain and Sentence Enhancement with LORA
- Context expansion
Instruction format
Freed from templates. Congratulations
Example prompts to improve (Japanese)
BAD:γγγͺγγ―ββγ¨γγ¦ζ―γθγγΎγ
GOOD: γγͺγγ―ββγ§γ
BAD: γγͺγγ―ββγγ§γγΎγ
GOOD: γγͺγγ―ββγγγΎγ
Merge recipe
Other points to keep in mind
If possible, we recommend inferring with llamacpp rather than Transformers.