distillgpt2Cinder / README.md
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Adding Evaluation Results (#1)
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metadata
license: mit
widget:
  - text: |
      USER: Cinder, What adventures do you think lie ahead?<END>
model-index:
  - name: distillgpt2Cinder
    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: 24.49
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Josephgflowers/distillgpt2Cinder
          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: 27.24
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Josephgflowers/distillgpt2Cinder
          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: 24.97
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Josephgflowers/distillgpt2Cinder
          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: 43.96
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Josephgflowers/distillgpt2Cinder
          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: 50.12
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Josephgflowers/distillgpt2Cinder
          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: 0.23
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Josephgflowers/distillgpt2Cinder
          name: Open LLM Leaderboard

This is a distilgpt2 orginal run of Cinder with multi character chat. A little glitchy sometimes. The end sequence for each statement is <END>

If you would like multi chat with characters it is recommended to use <END>\nUSER: as the stop token.

USER: Hi, What is your name? Tell me about yourself.

CINDER: "I'm Cinder," a humanoid in my humanoid form. I was first introduced into the vastness of space during my lifetime.

Today, I'm a humanoid robot, and I'm designed for cosmic exploration, which is a subject of much speculation.

However, I'm designed for space exploration and scientific exploration.

image/png

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 28.50
AI2 Reasoning Challenge (25-Shot) 24.49
HellaSwag (10-Shot) 27.24
MMLU (5-Shot) 24.97
TruthfulQA (0-shot) 43.96
Winogrande (5-shot) 50.12
GSM8k (5-shot) 0.23