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Model Card for Kimiko_13B

This is my new Kimiko models, trained with LLaMA2-13B for...purpose

Model Details

Model Description

  • Developed by: nRuaif
  • Model type: Decoder only
  • License: CC BY-NC-SA
  • Finetuned from model [optional]: LLaMA 2

Model Sources [optional]

Uses

Direct Use

This model is trained on 3k examples of instructions dataset, high quality roleplay, for best result follow this format

<<HUMAN>>
How to do abc

<<AIBOT>>
Here is how

Or with system prompting for roleplay

<<SYSTEM>>
A's Persona:
B's Persona:
Scenario:
Add some instruction here on how you want your RP to go.

Bias, Risks, and Limitations

All bias of this model come from LlaMA2 with an exception of NSFW bias.....

Training Details

Training Data

3000 examples from LIMAERP, LIMA and I sample 1000 good instruction from Airboro

Training Procedure

Model is trained with 1 L4 from GCP costing a whooping 2.5USD

Training Hyperparameters

  • Training regime: [More Information Needed]

3 epochs with 0.0002 lr, full 4096 ctx token, QLoRA

Speeds, Sizes, Times [optional]

It takes 18 hours to train this model with xformers enable

[More Information Needed]

[More Information Needed]

Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

  • Hardware Type: L4 with 12CPUs 48gb ram
  • Hours used: 5
  • Cloud Provider: GCP
  • Compute Region: US
  • Carbon Emitted: 0.5KG
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