README.md

---
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
base_model:
- NovaSky-AI/Sky-T1-mini
- Rombo-Org/Rombo-LLM-V2.5-Qwen-7b
model-index:
- name: Rombos-Novasky-7B_V1c
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: IFEval (0-Shot)
      type: HuggingFaceH4/ifeval
      args:
        num_few_shot: 0
    metrics:
    - type: inst_level_strict_acc and prompt_level_strict_acc
      value: 40.8
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Rombos-Novasky-7B_V1c
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: BBH (3-Shot)
      type: BBH
      args:
        num_few_shot: 3
    metrics:
    - type: acc_norm
      value: 20.42
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Rombos-Novasky-7B_V1c
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MATH Lvl 5 (4-Shot)
      type: hendrycks/competition_math
      args:
        num_few_shot: 4
    metrics:
    - type: exact_match
      value: 8.53
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Rombos-Novasky-7B_V1c
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GPQA (0-shot)
      type: Idavidrein/gpqa
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 6.15
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Rombos-Novasky-7B_V1c
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MuSR (0-shot)
      type: TAUR-Lab/MuSR
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 14.04
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Rombos-Novasky-7B_V1c
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU-PRO (5-shot)
      type: TIGER-Lab/MMLU-Pro
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 19.31
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Rombos-Novasky-7B_V1c
      name: Open LLM Leaderboard
---
# merge

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details

Third attempt. Hopefully this goes better...

Quants:

https://huggingface.co/Triangle104/Rombos-Novasky-7B_V1c-Q4_K_M-GGUF

https://huggingface.co/mradermacher/Rombos-Novasky-7B_V1c-GGUF
### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [Rombo-Org/Rombo-LLM-V2.5-Qwen-7b](https://huggingface.co/Rombo-Org/Rombo-LLM-V2.5-Qwen-7b) as a base.

### Models Merged

The following models were included in the merge:
* [NovaSky-AI/Sky-T1-mini](https://huggingface.co/NovaSky-AI/Sky-T1-mini)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Rombo-Org/Rombo-LLM-V2.5-Qwen-7b
    parameters:
      density: 0.6
      weight: 0.6
  - model: NovaSky-AI/Sky-T1-mini
    parameters:
      density: 0.4
      weight: 0.4

merge_method: ties
base_model: Rombo-Org/Rombo-LLM-V2.5-Qwen-7b
parameters:
  normalize: false
  int8_mask: true
dtype: float16
```
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/Triangle104__Rombos-Novasky-7B_V1c-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |18.21|
|IFEval (0-Shot)    |40.80|
|BBH (3-Shot)       |20.42|
|MATH Lvl 5 (4-Shot)| 8.53|
|GPQA (0-shot)      | 6.15|
|MuSR (0-shot)      |14.04|
|MMLU-PRO (5-shot)  |19.31|