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---
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
base_model:
- NousResearch/DeepHermes-3-Llama-3-8B-Preview
- allura-org/L3.1-8b-RP-Ink
model-index:
- name: LThreePointOne-8B-HermesInk
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: 40.31
name: strict accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
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: 31.48
name: normalized accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
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: 17.22
name: exact match
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
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/LThreePointOne-8B-HermesInk
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: 10.02
name: acc_norm
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
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: 27.42
name: accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
name: Open LLM Leaderboard
---
# Merge
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Merge Details
DeepHermes model merged with Ink RP model.
Credit to NousResearch for *DeepHermes-3-Llama-3-8B-Preview* and Allura-Org for *L3.1-8b-RP-Ink*.
### Merge Method
This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
### Models Merged
The following models were included in the merge:
* [NousResearch/DeepHermes-3-Llama-3-8B-Preview](https://huggingface.co/NousResearch/DeepHermes-3-Llama-3-8B-Preview)
* [allura-org/L3.1-8b-RP-Ink](https://huggingface.co/allura-org/L3.1-8b-RP-Ink)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
slices:
- sources:
- model: allura-org/L3.1-8b-RP-Ink
layer_range: [0, 32]
- model: NousResearch/DeepHermes-3-Llama-3-8B-Preview
layer_range: [0, 32]
merge_method: slerp
base_model: NousResearch/DeepHermes-3-Llama-3-8B-Preview
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
```
# [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__LThreePointOne-8B-HermesInk-details)
| Metric |Value|
|-------------------|----:|
|Avg. |22.70|
|IFEval (0-Shot) |40.31|
|BBH (3-Shot) |31.48|
|MATH Lvl 5 (4-Shot)|17.22|
|GPQA (0-shot) | 9.73|
|MuSR (0-shot) |10.02|
|MMLU-PRO (5-shot) |27.42|
|