README.md

---
language:
- en
license: mit
datasets:
- Sao10K/Claude-3-Opus-Instruct-15K
- abacusai/SystemChat-1.1
- Ba2han/DollyLlama-5k
model-index:
- name: Llama-Phi-3_DoRA
  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: 62.29
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Ba2han/Llama-Phi-3_DoRA
      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: 79.08
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Ba2han/Llama-Phi-3_DoRA
      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: 69.44
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Ba2han/Llama-Phi-3_DoRA
      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: 54.08
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Ba2han/Llama-Phi-3_DoRA
      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: 73.4
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Ba2han/Llama-Phi-3_DoRA
      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: 68.01
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Ba2han/Llama-Phi-3_DoRA
      name: Open LLM Leaderboard
---
hf-causal-experimental (pretrained='E:/text-generation-webui/models/phi-984-dora'), limit: None, provide_description: False, num_fewshot: 5, batch_size: None
|              Task               |Version| Metric |Value |   |Stderr|
|---------------------------------|------:|--------|-----:|---|-----:|
|arc_challenge                    |      0|acc     |0.5870|±  |0.0144|
|                                 |       |acc_norm|0.6067|±  |0.0143|
|hendrycksTest-abstract_algebra   |      1|acc     |0.3500|±  |0.0479|
|                                 |       |acc_norm|0.3500|±  |0.0479|
|hendrycksTest-college_biology    |      1|acc     |0.8264|±  |0.0317|
|                                 |       |acc_norm|0.8264|±  |0.0317|
|hendrycksTest-college_chemistry  |      1|acc     |**0.4900**|±  |0.0502|
|                                 |       |acc_norm|0.4900|±  |0.0502|
|hendrycksTest-college_mathematics|      1|acc     |**0.3900**|±  |0.0490|
|                                 |       |acc_norm|0.3900|±  |0.0490|
|hendrycksTest-college_physics    |      1|acc     |**0.4020**|±  |0.0488|
|                                 |       |acc_norm|0.4020|±  |0.0488|
|winogrande                       |      0|acc     |**0.7309**|±  |0.0125|

**We have Llama-3 at home!**

The model has been trained on filtered versions of tagged datasets, as well as a few thousand more examples generated with llama-3-70B.

Use **Zephyr template** with any system message. Default system message should be:

You are a smart, friendly and helpful assistant.

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6324eabf05bd8a54c6eb1650/pJZxrxB1keWNr2Uqw7fkv.png)


# [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_Ba2han__Llama-Phi-3_DoRA)

|             Metric              |Value|
|---------------------------------|----:|
|Avg.                             |67.72|
|AI2 Reasoning Challenge (25-Shot)|62.29|
|HellaSwag (10-Shot)              |79.08|
|MMLU (5-Shot)                    |69.44|
|TruthfulQA (0-shot)              |54.08|
|Winogrande (5-shot)              |73.40|
|GSM8k (5-shot)                   |68.01|