README.md

---
license: apache-2.0
model-index:
- name: 7B_ppo_phiRM_2GPU_3e-7step_4000
  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: 57.25
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ewqr2130/7B_ppo_phiRM_2GPU_3e-7step_4000
      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: 80.24
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ewqr2130/7B_ppo_phiRM_2GPU_3e-7step_4000
      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: 60.06
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ewqr2130/7B_ppo_phiRM_2GPU_3e-7step_4000
      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: 41.48
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ewqr2130/7B_ppo_phiRM_2GPU_3e-7step_4000
      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: 76.32
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ewqr2130/7B_ppo_phiRM_2GPU_3e-7step_4000
      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: 29.42
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ewqr2130/7B_ppo_phiRM_2GPU_3e-7step_4000
      name: Open LLM Leaderboard
---

zephre 7B-sft---> PPO-7B
zephre 7B-sft---> PPO-7B
zephre 7B-sft---> PPO-7B
zephre 7B-sft---> PPO-7B
zephre 7B-sft---> PPO-7B
zephre 7B-sft---> PPO-7B
zephre 7B-sft---> PPO-7B
zephre 7B-sft---> PPO-7B
zephre 7B-sft---> PPO-7B

# [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_ewqr2130__7B_ppo_phiRM_2GPU_3e-7step_4000)

|             Metric              |Value|
|---------------------------------|----:|
|Avg.                             |57.46|
|AI2 Reasoning Challenge (25-Shot)|57.25|
|HellaSwag (10-Shot)              |80.24|
|MMLU (5-Shot)                    |60.06|
|TruthfulQA (0-shot)              |41.48|
|Winogrande (5-shot)              |76.32|
|GSM8k (5-shot)                   |29.42|