README.md

---
language:
- en
license: cc-by-nc-4.0
library_name: transformers
metrics:
- accuracy
model-index:
- name: 0ai-7B-v5
  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: 73.46
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=0ai/0ai-7B-v5
      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: 89.38
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=0ai/0ai-7B-v5
      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: 64.19
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=0ai/0ai-7B-v5
      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: 79.86
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=0ai/0ai-7B-v5
      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: 85.48
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=0ai/0ai-7B-v5
      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: 66.49
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=0ai/0ai-7B-v5
      name: Open LLM Leaderboard
---

# Model Evaluation
The model now ranks number 3 for hellaSwag benchmark and number 1 for TruthfulQA benchmark on **Open llm leaderboard**!

Expect More High Quality Models Soon!


# Experimental Model Warning
This model is an experimental prototype and should not be considered production-ready.
Reasons for Experimental Status
Potential for Bias: Due to the experimental nature of the model, it may exhibit biases in its output, which could lead to incorrect or unfair results.
**this is not the instruct/chat version!**
### Precautions to Take
**Use with Caution**: Be aware that the model's output may contain factual inaccuracies or biases.


**Verify Output**: Always verify the model's output with other sources to ensure its accuracy.

**Report Issues**: If you encounter any issues or biases in the model's output, please report them so that they can be addressed in future updates.


**Avoid Sensitive Applications**: Do not use the model for applications where accuracy and reliability are critical, such as medical or financial decision-making.

By understanding the experimental nature of this model and taking the necessary precautions, you can help ensure that it is used responsibly and effectively

**License**:
This model is strictly non-commercial (cc-by-nc-4.0) use only. The "Model" is completely free (ie. base model, derivates, merges/mixes) to use for non-commercial purposes as long as the the included cc-by-nc-4.0 license in any parent repository, and the non-commercial use statute remains, regardless of other models' licences. The licence can be changed after new model released. If you are to use this model for commercial purpose, Contact me.

**Disclaimer**: By Downloading And/Or using the model, you fully agree to the license (**cc-by-nc-4.0**) and its commercial-use restrictions.
# [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_0ai__0ai-7B-v5)

|             Metric              |Value|
|---------------------------------|----:|
|Avg.                             |76.48|
|AI2 Reasoning Challenge (25-Shot)|73.46|
|HellaSwag (10-Shot)              |89.38|
|MMLU (5-Shot)                    |64.19|
|TruthfulQA (0-shot)              |79.86|
|Winogrande (5-shot)              |85.48|
|GSM8k (5-shot)                   |66.49|