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---
library_name: transformers
tags:
- mergekit
- merge
base_model:
- HuggingFaceTB/SmolLM2-135M
- HuggingFaceTB/SmolLM2-135M-Instruct
model-index:
- name: SmolLM2-135M-Merged
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: 24.83
name: strict accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-135M-Merged
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: 4.59
name: normalized accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-135M-Merged
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: 0.3
name: exact match
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-135M-Merged
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: 0.0
name: acc_norm
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-135M-Merged
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: 3.44
name: acc_norm
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-135M-Merged
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: 1.24
name: accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vonjack/SmolLM2-135M-Merged
name: Open LLM Leaderboard
---
# SmolLM2-135M-Merged
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 [HuggingFaceTB/SmolLM2-135M](https://huggingface.co/HuggingFaceTB/SmolLM2-135M) as a base.
### Models Merged
The following models were included in the merge:
* [HuggingFaceTB/SmolLM2-135M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM2-135M-Instruct)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: HuggingFaceTB/SmolLM2-135M-Instruct
parameters:
weight: 1
merge_method: ties
base_model: HuggingFaceTB/SmolLM2-135M
parameters:
normalize: true
int8_mask: true
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/details_vonjack__SmolLM2-135M-Merged)
| Metric |Value|
|-------------------|----:|
|Avg. | 5.73|
|IFEval (0-Shot) |24.83|
|BBH (3-Shot) | 4.59|
|MATH Lvl 5 (4-Shot)| 0.30|
|GPQA (0-shot) | 0.00|
|MuSR (0-shot) | 3.44|
|MMLU-PRO (5-shot) | 1.24|
|