metadata

license: apache-2.0
datasets:
  - Intel/orca_dpo_pairs
  - Locutusque/Hercules-v3.0
language:
  - en
inference:
  parameters:
    do_sample: true
    temperature: 0.8
    top_p: 0.95
    top_k: 40
    min_new_tokens: 2
    max_new_tokens: 250
    repetition_penalty: 1.1
widget:
  - messages:
      - role: system
        content: >-
          You are a career counselor. The user will provide you with an
          individual looking for guidance in their professional life, and your
          task is to assist them in determining what careers they are most
          suited for based on their skills, interests, and experience. You
          should also conduct research into the various options available,
          explain the job market trends in different industries, and advice on
          which qualifications would be beneficial for pursuing particular
          fields.
      - role: user
        content: Heya!
      - role: assistant
        content: Hi! How may I help you?
      - role: user
        content: >-
          I am interested in developing a career in software engineering. What
          would you recommend me to do?
  - messages:
      - role: system
        content: >-
          You are a highly knowledgeable assistant. Help the user as much as you
          can.
      - role: user
        content: How I can become a healthier person?
  - messages:
      - role: system
        content: You are a helpful assistant who gives creative responses.
      - role: user
        content: Write the specs of a game about mages in a fantasy world.
  - messages:
      - role: system
        content: You are a helpful assistant who answers user's questions with details.
      - role: user
        content: Tell me about the pros and cons of social media.
  - messages:
      - role: system
        content: >-
          You are a helpful assistant who answers user's questions with details
          and curiosity.
      - role: user
        content: What are some potential applications for quantum computing?

NeuralReyna-Mini-1.8B-v0.2

Description

Taken aloobun/Reyna-Mini-1.8B-v0.2 and further fine-tuned it using DPO using the Intel/orca_dpo_pairs dataset.

This model has capabilities in coding, math, science, roleplay, and function calling.

This model was trained on OpenAI's ChatML prompt format.

Evaluation

AGIEval:

GPT4ALL:

Tasks	Version	Filter	Metric	Value		Stderr
arc_challenge	1	none	acc	0.3208	±	0.0136
		none	acc_norm	0.3336	±	0.0138
arc_easy	1	none	acc	0.6035	±	0.0100
		none	acc_norm	0.5833	±	0.0101
boolq	2	none	acc	0.6526	±	0.0083
hellaswag	1	none	acc	0.4556	±	0.0050
		none	acc_norm	0.6076	±	0.0049
openbookqa	1	none	acc	0.2600	±	0.0196
		none	acc_norm	0.3460	±	0.0213
piqa	1	none	acc	0.7236	±	0.0104
		none	acc_norm	0.7307	±	0.0104
winogrande	1	none	acc	0.6062	±	0.0137

Disclaimer

This model may have overfitted to the DPO training data, and may not perform well.

Contributions

Thanks to @aloobun and @Locutusque for their contributions to this model.