Clover3-17B / README.md
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Adding Evaluation Results
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metadata
license: cc-by-nc-4.0
tags:
  - not-for-all-audiences
  - nsfw
model-index:
  - name: Clover3-17B
    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: 59.9
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Undi95/Clover3-17B
          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: 81.18
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Undi95/Clover3-17B
          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: 60.47
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Undi95/Clover3-17B
          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: 40.72
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Undi95/Clover3-17B
          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: 78.61
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Undi95/Clover3-17B
          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: 18.8
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Undi95/Clover3-17B
          name: Open LLM Leaderboard

image/png

Clover3 is a model made primarely for ERP (Erotic Roleplay), using a base Frankenmerge of 3x Mistral-7B and finetuned on top of it with RP dataset to avoid garbage reply.

This bot is EROTIC most of the time. Be warned!

Description

This repo contains fp16 files of Clover3-17B.

Models used

  • NurtureAI/neural-chat-7b-v3-16k
  • NeverSleep/Noromaid-7b-v0.1.1/
  • lemonilia/AshhLimaRP-Mistral-7B

Prompt template: Alpaca

Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
{prompt}

### Response:

Thanks to the MinervaAI Team and, in particular, Gryphe for letting me use some of his work!

If you want to support me, you can here.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 56.61
AI2 Reasoning Challenge (25-Shot) 59.90
HellaSwag (10-Shot) 81.18
MMLU (5-Shot) 60.47
TruthfulQA (0-shot) 40.72
Winogrande (5-shot) 78.61
GSM8k (5-shot) 18.80