---
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
base_model:
- spow12/ChatWaifu_12B_v2.0
- anthracite-org/magnum-v4-12b
model-index:
- name: Chatty-Harry_V2.0
  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: 33.26
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Chatty-Harry_V2.0
      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: 32.76
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Chatty-Harry_V2.0
      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: 13.29
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Chatty-Harry_V2.0
      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: 9.73
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Chatty-Harry_V2.0
      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: 11.54
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Chatty-Harry_V2.0
      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: 29.81
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Chatty-Harry_V2.0
      name: Open LLM Leaderboard
---
# Merge

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

---
Model details:
-
![image/png](https://cdn-uploads.huggingface.co/production/uploads/66c1cc08453a7ef6c5fe657a/0KzNTEtn2kJJQsw4lQeY0.png)

*Do I feel lucky?*

V0.1 was spitting out nonsense, so have attempted a different merge method and parameters.

---
### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b) as a base.

### Models Merged

The following models were included in the merge:
* [spow12/ChatWaifu_12B_v2.0](https://huggingface.co/spow12/ChatWaifu_12B_v2.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: spow12/ChatWaifu_12B_v2.0
    parameters:
      density: 0.25
      weight: 0.25
  - model: anthracite-org/magnum-v4-12b
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: anthracite-org/magnum-v4-12b
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__Chatty-Harry_V2.0-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |21.73|
|IFEval (0-Shot)    |33.26|
|BBH (3-Shot)       |32.76|
|MATH Lvl 5 (4-Shot)|13.29|
|GPQA (0-shot)      | 9.73|
|MuSR (0-shot)      |11.54|
|MMLU-PRO (5-shot)  |29.81|