|
---
|
|
base_model:
|
|
- mukaj/Llama-3.1-Hawkish-8B
|
|
- unsloth/Meta-Llama-3.1-8B
|
|
- T145/KRONOS-8B-V1-P3
|
|
- T145/KRONOS-8B-V1-P1
|
|
- unsloth/Meta-Llama-3.1-8B-Instruct
|
|
library_name: transformers
|
|
tags:
|
|
- mergekit
|
|
- merge
|
|
model-index:
|
|
- name: KRONOS-8B-V3
|
|
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: 54.75
|
|
name: strict accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=T145/KRONOS-8B-V3
|
|
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: 30.29
|
|
name: normalized accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=T145/KRONOS-8B-V3
|
|
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: 23.64
|
|
name: exact match
|
|
source:
|
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=T145/KRONOS-8B-V3
|
|
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: 5.15
|
|
name: acc_norm
|
|
source:
|
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=T145/KRONOS-8B-V3
|
|
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: 7.83
|
|
name: acc_norm
|
|
source:
|
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=T145/KRONOS-8B-V3
|
|
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: 30.43
|
|
name: accuracy
|
|
source:
|
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=T145/KRONOS-8B-V3
|
|
name: Open LLM Leaderboard
|
|
---
|
|
# Untitled Model (1)
|
|
|
|
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
|
|
|
|
## Merge Details
|
|
### Merge Method
|
|
|
|
This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [unsloth/Meta-Llama-3.1-8B](https://huggingface.co/unsloth/Meta-Llama-3.1-8B) as a base.
|
|
|
|
### Models Merged
|
|
|
|
The following models were included in the merge:
|
|
* [mukaj/Llama-3.1-Hawkish-8B](https://huggingface.co/mukaj/Llama-3.1-Hawkish-8B)
|
|
* [T145/KRONOS-8B-V1-P3](https://huggingface.co/T145/KRONOS-8B-V1-P3)
|
|
* [T145/KRONOS-8B-V1-P1](https://huggingface.co/T145/KRONOS-8B-V1-P1)
|
|
* [unsloth/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/unsloth/Meta-Llama-3.1-8B-Instruct)
|
|
|
|
### Configuration
|
|
|
|
The following YAML configuration was used to produce this model:
|
|
|
|
```yaml
|
|
base_model: unsloth/Meta-Llama-3.1-8B
|
|
dtype: bfloat16
|
|
merge_method: ties
|
|
parameters:
|
|
density: 1.0
|
|
weight: 1.0
|
|
slices:
|
|
- sources:
|
|
- layer_range: [0, 32]
|
|
model: T145/KRONOS-8B-V1-P1
|
|
parameters:
|
|
density: 1.0
|
|
weight: 1.0
|
|
- layer_range: [0, 32]
|
|
model: T145/KRONOS-8B-V1-P3
|
|
parameters:
|
|
density: 1.0
|
|
weight: 1.0
|
|
- layer_range: [0, 32]
|
|
model: mukaj/Llama-3.1-Hawkish-8B
|
|
parameters:
|
|
density: 1.0
|
|
weight: 1.0
|
|
- layer_range: [0, 32]
|
|
model: unsloth/Meta-Llama-3.1-8B-Instruct
|
|
parameters:
|
|
density: 1.0
|
|
weight: 1.0
|
|
- layer_range: [0, 32]
|
|
model: unsloth/Meta-Llama-3.1-8B
|
|
tokenizer_source: unsloth/Meta-Llama-3.1-8B-Instruct
|
|
```
|
|
|
|
# [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/T145__KRONOS-8B-V3-details)! |
|
Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=T145/KRONOS-8B-V3)! |
|
|
|
| Metric |% Value| |
|
|-------------------|------:| |
|
|Avg. | 25.35| |
|
|IFEval (0-Shot) | 54.75| |
|
|BBH (3-Shot) | 30.29| |
|
|MATH Lvl 5 (4-Shot)| 23.64| |
|
|GPQA (0-shot) | 5.15| |
|
|MuSR (0-shot) | 7.83| |
|
|MMLU-PRO (5-shot) | 30.43| |
|
|
|
|
