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KuroMitsu-11B

Text Generation
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KuroMitsu-11B
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---
language:
- en
license: cc-by-nc-4.0
model-index:
- name: KuroMitsu-11B
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: AI2 Reasoning Challenge (25-Shot)
      type: ai2_arc
      config: ARC-Challenge
      split: test
      args:
        num_few_shot: 25
    metrics:
    - type: acc_norm
      value: 70.31
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Himitsui/KuroMitsu-11B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: HellaSwag (10-Shot)
      type: hellaswag
      split: validation
      args:
        num_few_shot: 10
    metrics:
    - type: acc_norm
      value: 88.07
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Himitsui/KuroMitsu-11B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU (5-Shot)
      type: cais/mmlu
      config: all
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 66.66
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Himitsui/KuroMitsu-11B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: TruthfulQA (0-shot)
      type: truthful_qa
      config: multiple_choice
      split: validation
      args:
        num_few_shot: 0
    metrics:
    - type: mc2
      value: 61.36
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Himitsui/KuroMitsu-11B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: Winogrande (5-shot)
      type: winogrande
      config: winogrande_xl
      split: validation
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 84.69
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Himitsui/KuroMitsu-11B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GSM8k (5-shot)
      type: gsm8k
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 64.37
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Himitsui/KuroMitsu-11B
      name: Open LLM Leaderboard
---


Included in this repo is the full model for KuroMitsu-11B

(☯‿├┬┴┬┴┬┴┬┴┤(･_├┬┴┬┴┬┴┬┴┤･ω･)ﾉ

Hiya! This is my 11B Solar Finetune.

Included in the dataset I used to train are hateful and toxic entries. Along with rows of chat, roleplay and instruct entries. The goal was to make a roleplaying model that is uncensored. (・_・ヾ)

The prompt format Vicuna or Alpaca works well with this model.
 
I hope this model may be useful to you 💜
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Himitsui__KuroMitsu-11B)

|             Metric              |Value|
|---------------------------------|----:|
|Avg.                             |72.58|
|AI2 Reasoning Challenge (25-Shot)|70.31|
|HellaSwag (10-Shot)              |88.07|
|MMLU (5-Shot)                    |66.66|
|TruthfulQA (0-shot)              |61.36|
|Winogrande (5-shot)              |84.69|
|GSM8k (5-shot)                   |64.37|